PhaaNe commited on
Commit
8f9dc85
·
verified ·
1 Parent(s): 0fb1d4d

Add files using upload-large-folder tool

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-2592/special_tokens_map.json +51 -0
  2. ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-2592/tokenizer.json +0 -0
  3. ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-2592/trainer_state.json +830 -0
  4. ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-3888/special_tokens_map.json +51 -0
  5. ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-3888/tokenizer.json +0 -0
  6. ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-3888/tokenizer_config.json +55 -0
  7. ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-3888/trainer_state.json +1227 -0
  8. ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-1850/special_tokens_map.json +51 -0
  9. ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-1850/tokenizer.json +0 -0
  10. ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-1850/tokenizer_config.json +55 -0
  11. ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-1850/trainer_state.json +616 -0
  12. ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-2960/special_tokens_map.json +51 -0
  13. ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-2960/tokenizer.json +0 -0
  14. ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-2960/tokenizer_config.json +55 -0
  15. ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-2960/trainer_state.json +957 -0
  16. ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-405/special_tokens_map.json +51 -0
  17. ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-405/tokenizer.json +0 -0
  18. ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-405/tokenizer_config.json +55 -0
  19. ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-405/trainer_state.json +210 -0
  20. ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-648/special_tokens_map.json +51 -0
  21. ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-648/tokenizer.json +0 -0
  22. ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-648/tokenizer_config.json +55 -0
  23. ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-648/trainer_state.json +306 -0
  24. ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-405/special_tokens_map.json +51 -0
  25. ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-405/tokenizer.json +0 -0
  26. ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-405/tokenizer_config.json +55 -0
  27. ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-405/trainer_state.json +210 -0
  28. ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-648/special_tokens_map.json +51 -0
  29. ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-648/tokenizer.json +0 -0
  30. ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-648/tokenizer_config.json +55 -0
  31. ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-648/trainer_state.json +306 -0
  32. ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-304/special_tokens_map.json +51 -0
  33. ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-304/tokenizer.json +0 -0
  34. ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-304/tokenizer_config.json +55 -0
  35. ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-304/trainer_state.json +171 -0
  36. ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-532/special_tokens_map.json +51 -0
  37. ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-532/tokenizer.json +0 -0
  38. ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-532/tokenizer_config.json +55 -0
  39. ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-532/trainer_state.json +267 -0
  40. ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-608/special_tokens_map.json +51 -0
  41. ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-608/tokenizer.json +0 -0
  42. ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-608/tokenizer_config.json +55 -0
  43. ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-608/trainer_state.json +299 -0
  44. ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-836/special_tokens_map.json +51 -0
  45. ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-836/tokenizer.json +0 -0
  46. ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-836/tokenizer_config.json +55 -0
  47. ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-836/trainer_state.json +395 -0
  48. ood-viclickbait2025-bamibert-source-source-02-s42-20260827T171930Z-ee19aa8e/trainer/checkpoint-380/special_tokens_map.json +51 -0
  49. ood-viclickbait2025-bamibert-source-source-02-s42-20260827T171930Z-ee19aa8e/trainer/checkpoint-380/tokenizer.json +0 -0
  50. ood-viclickbait2025-bamibert-source-source-02-s42-20260827T171930Z-ee19aa8e/trainer/checkpoint-380/tokenizer_config.json +55 -0
ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-2592/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-2592/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-2592/trainer_state.json ADDED
@@ -0,0 +1,830 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 2592,
3
+ "best_metric": 0.826900458402438,
4
+ "best_model_checkpoint": "/root/VNEncoder/results/checkpoints/ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-2592",
5
+ "epoch": 6.0,
6
+ "eval_steps": 500,
7
+ "global_step": 2592,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.05787037037037037,
14
+ "grad_norm": 30.672374725341797,
15
+ "learning_rate": 5.555555555555555e-07,
16
+ "loss": 4.2569,
17
+ "step": 25
18
+ },
19
+ {
20
+ "epoch": 0.11574074074074074,
21
+ "grad_norm": 28.60749053955078,
22
+ "learning_rate": 1.1342592592592594e-06,
23
+ "loss": 4.0786,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 0.1736111111111111,
28
+ "grad_norm": 34.10677719116211,
29
+ "learning_rate": 1.7129629629629632e-06,
30
+ "loss": 3.7466,
31
+ "step": 75
32
+ },
33
+ {
34
+ "epoch": 0.23148148148148148,
35
+ "grad_norm": 16.774616241455078,
36
+ "learning_rate": 2.2916666666666666e-06,
37
+ "loss": 3.4551,
38
+ "step": 100
39
+ },
40
+ {
41
+ "epoch": 0.28935185185185186,
42
+ "grad_norm": 19.944089889526367,
43
+ "learning_rate": 2.8703703703703706e-06,
44
+ "loss": 3.2359,
45
+ "step": 125
46
+ },
47
+ {
48
+ "epoch": 0.3472222222222222,
49
+ "grad_norm": 20.603628158569336,
50
+ "learning_rate": 3.449074074074074e-06,
51
+ "loss": 3.1431,
52
+ "step": 150
53
+ },
54
+ {
55
+ "epoch": 0.4050925925925926,
56
+ "grad_norm": 28.288143157958984,
57
+ "learning_rate": 4.027777777777779e-06,
58
+ "loss": 3.0682,
59
+ "step": 175
60
+ },
61
+ {
62
+ "epoch": 0.46296296296296297,
63
+ "grad_norm": 42.422584533691406,
64
+ "learning_rate": 4.606481481481481e-06,
65
+ "loss": 2.4462,
66
+ "step": 200
67
+ },
68
+ {
69
+ "epoch": 0.5208333333333334,
70
+ "grad_norm": 65.8946762084961,
71
+ "learning_rate": 5.185185185185185e-06,
72
+ "loss": 1.9385,
73
+ "step": 225
74
+ },
75
+ {
76
+ "epoch": 0.5787037037037037,
77
+ "grad_norm": 93.30895233154297,
78
+ "learning_rate": 5.7638888888888886e-06,
79
+ "loss": 1.6113,
80
+ "step": 250
81
+ },
82
+ {
83
+ "epoch": 0.6365740740740741,
84
+ "grad_norm": 66.67131042480469,
85
+ "learning_rate": 6.342592592592594e-06,
86
+ "loss": 1.3487,
87
+ "step": 275
88
+ },
89
+ {
90
+ "epoch": 0.6944444444444444,
91
+ "grad_norm": 25.705554962158203,
92
+ "learning_rate": 6.9212962962962974e-06,
93
+ "loss": 1.357,
94
+ "step": 300
95
+ },
96
+ {
97
+ "epoch": 0.7523148148148148,
98
+ "grad_norm": 80.34606170654297,
99
+ "learning_rate": 7.500000000000001e-06,
100
+ "loss": 1.198,
101
+ "step": 325
102
+ },
103
+ {
104
+ "epoch": 0.8101851851851852,
105
+ "grad_norm": 46.074378967285156,
106
+ "learning_rate": 8.078703703703705e-06,
107
+ "loss": 1.0508,
108
+ "step": 350
109
+ },
110
+ {
111
+ "epoch": 0.8680555555555556,
112
+ "grad_norm": 23.091442108154297,
113
+ "learning_rate": 8.657407407407408e-06,
114
+ "loss": 1.1129,
115
+ "step": 375
116
+ },
117
+ {
118
+ "epoch": 0.9259259259259259,
119
+ "grad_norm": 24.728858947753906,
120
+ "learning_rate": 9.236111111111112e-06,
121
+ "loss": 1.3786,
122
+ "step": 400
123
+ },
124
+ {
125
+ "epoch": 0.9837962962962963,
126
+ "grad_norm": 7.195851802825928,
127
+ "learning_rate": 9.814814814814815e-06,
128
+ "loss": 1.0689,
129
+ "step": 425
130
+ },
131
+ {
132
+ "epoch": 1.0,
133
+ "eval_accuracy": 0.9283854166666666,
134
+ "eval_loss": 0.255921870470047,
135
+ "eval_macro_f1": 0.6285352413936267,
136
+ "eval_runtime": 0.9269,
137
+ "eval_samples_per_second": 1657.096,
138
+ "eval_steps_per_second": 103.569,
139
+ "eval_weighted_f1": 0.9139611830188414,
140
+ "step": 432
141
+ },
142
+ {
143
+ "epoch": 1.0416666666666667,
144
+ "grad_norm": 24.38639259338379,
145
+ "learning_rate": 1.0393518518518519e-05,
146
+ "loss": 0.9738,
147
+ "step": 450
148
+ },
149
+ {
150
+ "epoch": 1.099537037037037,
151
+ "grad_norm": 22.60640525817871,
152
+ "learning_rate": 1.0972222222222224e-05,
153
+ "loss": 1.1063,
154
+ "step": 475
155
+ },
156
+ {
157
+ "epoch": 1.1574074074074074,
158
+ "grad_norm": 48.40523147583008,
159
+ "learning_rate": 1.1550925925925926e-05,
160
+ "loss": 0.8008,
161
+ "step": 500
162
+ },
163
+ {
164
+ "epoch": 1.2152777777777777,
165
+ "grad_norm": 66.28334045410156,
166
+ "learning_rate": 1.2129629629629631e-05,
167
+ "loss": 0.9174,
168
+ "step": 525
169
+ },
170
+ {
171
+ "epoch": 1.2731481481481481,
172
+ "grad_norm": 77.04571533203125,
173
+ "learning_rate": 1.2708333333333333e-05,
174
+ "loss": 1.1044,
175
+ "step": 550
176
+ },
177
+ {
178
+ "epoch": 1.3310185185185186,
179
+ "grad_norm": 13.086089134216309,
180
+ "learning_rate": 1.3287037037037039e-05,
181
+ "loss": 1.0311,
182
+ "step": 575
183
+ },
184
+ {
185
+ "epoch": 1.3888888888888888,
186
+ "grad_norm": 124.03707885742188,
187
+ "learning_rate": 1.3865740740740742e-05,
188
+ "loss": 0.9336,
189
+ "step": 600
190
+ },
191
+ {
192
+ "epoch": 1.4467592592592593,
193
+ "grad_norm": 27.15654945373535,
194
+ "learning_rate": 1.4444444444444446e-05,
195
+ "loss": 1.0349,
196
+ "step": 625
197
+ },
198
+ {
199
+ "epoch": 1.5046296296296298,
200
+ "grad_norm": 6.650602340698242,
201
+ "learning_rate": 1.502314814814815e-05,
202
+ "loss": 0.8483,
203
+ "step": 650
204
+ },
205
+ {
206
+ "epoch": 1.5625,
207
+ "grad_norm": 7.203736782073975,
208
+ "learning_rate": 1.5601851851851853e-05,
209
+ "loss": 0.9895,
210
+ "step": 675
211
+ },
212
+ {
213
+ "epoch": 1.6203703703703702,
214
+ "grad_norm": 38.05658721923828,
215
+ "learning_rate": 1.6180555555555557e-05,
216
+ "loss": 0.8598,
217
+ "step": 700
218
+ },
219
+ {
220
+ "epoch": 1.6782407407407407,
221
+ "grad_norm": 264.2079772949219,
222
+ "learning_rate": 1.675925925925926e-05,
223
+ "loss": 0.8142,
224
+ "step": 725
225
+ },
226
+ {
227
+ "epoch": 1.7361111111111112,
228
+ "grad_norm": 30.365806579589844,
229
+ "learning_rate": 1.7337962962962964e-05,
230
+ "loss": 1.0979,
231
+ "step": 750
232
+ },
233
+ {
234
+ "epoch": 1.7939814814814814,
235
+ "grad_norm": 1.4746909141540527,
236
+ "learning_rate": 1.7916666666666667e-05,
237
+ "loss": 0.7108,
238
+ "step": 775
239
+ },
240
+ {
241
+ "epoch": 1.8518518518518519,
242
+ "grad_norm": 103.497314453125,
243
+ "learning_rate": 1.849537037037037e-05,
244
+ "loss": 1.0016,
245
+ "step": 800
246
+ },
247
+ {
248
+ "epoch": 1.9097222222222223,
249
+ "grad_norm": 68.68548583984375,
250
+ "learning_rate": 1.9074074074074075e-05,
251
+ "loss": 1.0385,
252
+ "step": 825
253
+ },
254
+ {
255
+ "epoch": 1.9675925925925926,
256
+ "grad_norm": 16.53839683532715,
257
+ "learning_rate": 1.9652777777777778e-05,
258
+ "loss": 0.7777,
259
+ "step": 850
260
+ },
261
+ {
262
+ "epoch": 2.0,
263
+ "eval_accuracy": 0.935546875,
264
+ "eval_loss": 0.2495259791612625,
265
+ "eval_macro_f1": 0.7821479216103883,
266
+ "eval_runtime": 0.9236,
267
+ "eval_samples_per_second": 1663.107,
268
+ "eval_steps_per_second": 103.944,
269
+ "eval_weighted_f1": 0.9310146728313726,
270
+ "step": 864
271
+ },
272
+ {
273
+ "epoch": 2.025462962962963,
274
+ "grad_norm": 27.388080596923828,
275
+ "learning_rate": 1.997427983539095e-05,
276
+ "loss": 0.7046,
277
+ "step": 875
278
+ },
279
+ {
280
+ "epoch": 2.0833333333333335,
281
+ "grad_norm": 5.5007004737854,
282
+ "learning_rate": 1.9909979423868314e-05,
283
+ "loss": 0.7542,
284
+ "step": 900
285
+ },
286
+ {
287
+ "epoch": 2.1412037037037037,
288
+ "grad_norm": 28.260902404785156,
289
+ "learning_rate": 1.984567901234568e-05,
290
+ "loss": 0.9262,
291
+ "step": 925
292
+ },
293
+ {
294
+ "epoch": 2.199074074074074,
295
+ "grad_norm": 23.344812393188477,
296
+ "learning_rate": 1.9781378600823048e-05,
297
+ "loss": 0.5786,
298
+ "step": 950
299
+ },
300
+ {
301
+ "epoch": 2.2569444444444446,
302
+ "grad_norm": 6.03977632522583,
303
+ "learning_rate": 1.9717078189300413e-05,
304
+ "loss": 0.696,
305
+ "step": 975
306
+ },
307
+ {
308
+ "epoch": 2.314814814814815,
309
+ "grad_norm": 34.911014556884766,
310
+ "learning_rate": 1.9652777777777778e-05,
311
+ "loss": 0.7489,
312
+ "step": 1000
313
+ },
314
+ {
315
+ "epoch": 2.372685185185185,
316
+ "grad_norm": 65.21478271484375,
317
+ "learning_rate": 1.9588477366255147e-05,
318
+ "loss": 0.7699,
319
+ "step": 1025
320
+ },
321
+ {
322
+ "epoch": 2.4305555555555554,
323
+ "grad_norm": 8.82874870300293,
324
+ "learning_rate": 1.9524176954732512e-05,
325
+ "loss": 0.7235,
326
+ "step": 1050
327
+ },
328
+ {
329
+ "epoch": 2.488425925925926,
330
+ "grad_norm": 33.981224060058594,
331
+ "learning_rate": 1.945987654320988e-05,
332
+ "loss": 0.7552,
333
+ "step": 1075
334
+ },
335
+ {
336
+ "epoch": 2.5462962962962963,
337
+ "grad_norm": 8.756223678588867,
338
+ "learning_rate": 1.9395576131687242e-05,
339
+ "loss": 0.6889,
340
+ "step": 1100
341
+ },
342
+ {
343
+ "epoch": 2.6041666666666665,
344
+ "grad_norm": 19.163267135620117,
345
+ "learning_rate": 1.933127572016461e-05,
346
+ "loss": 0.6557,
347
+ "step": 1125
348
+ },
349
+ {
350
+ "epoch": 2.662037037037037,
351
+ "grad_norm": 28.43830108642578,
352
+ "learning_rate": 1.926697530864198e-05,
353
+ "loss": 0.7351,
354
+ "step": 1150
355
+ },
356
+ {
357
+ "epoch": 2.7199074074074074,
358
+ "grad_norm": 62.78884506225586,
359
+ "learning_rate": 1.920267489711934e-05,
360
+ "loss": 0.7455,
361
+ "step": 1175
362
+ },
363
+ {
364
+ "epoch": 2.7777777777777777,
365
+ "grad_norm": 62.24296569824219,
366
+ "learning_rate": 1.913837448559671e-05,
367
+ "loss": 0.8906,
368
+ "step": 1200
369
+ },
370
+ {
371
+ "epoch": 2.835648148148148,
372
+ "grad_norm": 13.739839553833008,
373
+ "learning_rate": 1.9074074074074075e-05,
374
+ "loss": 0.5964,
375
+ "step": 1225
376
+ },
377
+ {
378
+ "epoch": 2.8935185185185186,
379
+ "grad_norm": 14.087162971496582,
380
+ "learning_rate": 1.9009773662551443e-05,
381
+ "loss": 0.8638,
382
+ "step": 1250
383
+ },
384
+ {
385
+ "epoch": 2.951388888888889,
386
+ "grad_norm": 39.41259002685547,
387
+ "learning_rate": 1.8945473251028808e-05,
388
+ "loss": 0.6795,
389
+ "step": 1275
390
+ },
391
+ {
392
+ "epoch": 3.0,
393
+ "eval_accuracy": 0.9466145833333334,
394
+ "eval_loss": 0.20291924476623535,
395
+ "eval_macro_f1": 0.8094894985910427,
396
+ "eval_runtime": 0.9276,
397
+ "eval_samples_per_second": 1655.957,
398
+ "eval_steps_per_second": 103.497,
399
+ "eval_weighted_f1": 0.944308993601631,
400
+ "step": 1296
401
+ },
402
+ {
403
+ "epoch": 3.009259259259259,
404
+ "grad_norm": 12.844809532165527,
405
+ "learning_rate": 1.8881172839506173e-05,
406
+ "loss": 0.6876,
407
+ "step": 1300
408
+ },
409
+ {
410
+ "epoch": 3.0671296296296298,
411
+ "grad_norm": 98.31945037841797,
412
+ "learning_rate": 1.8816872427983542e-05,
413
+ "loss": 0.5382,
414
+ "step": 1325
415
+ },
416
+ {
417
+ "epoch": 3.125,
418
+ "grad_norm": 49.334259033203125,
419
+ "learning_rate": 1.8752572016460907e-05,
420
+ "loss": 0.7285,
421
+ "step": 1350
422
+ },
423
+ {
424
+ "epoch": 3.1828703703703702,
425
+ "grad_norm": 4.6014862060546875,
426
+ "learning_rate": 1.8688271604938272e-05,
427
+ "loss": 0.4937,
428
+ "step": 1375
429
+ },
430
+ {
431
+ "epoch": 3.240740740740741,
432
+ "grad_norm": 12.539897918701172,
433
+ "learning_rate": 1.862397119341564e-05,
434
+ "loss": 0.8402,
435
+ "step": 1400
436
+ },
437
+ {
438
+ "epoch": 3.298611111111111,
439
+ "grad_norm": 2.0339972972869873,
440
+ "learning_rate": 1.8559670781893006e-05,
441
+ "loss": 0.5483,
442
+ "step": 1425
443
+ },
444
+ {
445
+ "epoch": 3.3564814814814814,
446
+ "grad_norm": 41.038936614990234,
447
+ "learning_rate": 1.849537037037037e-05,
448
+ "loss": 0.8069,
449
+ "step": 1450
450
+ },
451
+ {
452
+ "epoch": 3.414351851851852,
453
+ "grad_norm": 41.195003509521484,
454
+ "learning_rate": 1.843106995884774e-05,
455
+ "loss": 0.6507,
456
+ "step": 1475
457
+ },
458
+ {
459
+ "epoch": 3.4722222222222223,
460
+ "grad_norm": 48.448001861572266,
461
+ "learning_rate": 1.8366769547325105e-05,
462
+ "loss": 0.6874,
463
+ "step": 1500
464
+ },
465
+ {
466
+ "epoch": 3.5300925925925926,
467
+ "grad_norm": 5.450769424438477,
468
+ "learning_rate": 1.830246913580247e-05,
469
+ "loss": 0.5881,
470
+ "step": 1525
471
+ },
472
+ {
473
+ "epoch": 3.587962962962963,
474
+ "grad_norm": 25.71689796447754,
475
+ "learning_rate": 1.8238168724279838e-05,
476
+ "loss": 0.6909,
477
+ "step": 1550
478
+ },
479
+ {
480
+ "epoch": 3.6458333333333335,
481
+ "grad_norm": 31.79206657409668,
482
+ "learning_rate": 1.8173868312757203e-05,
483
+ "loss": 0.6237,
484
+ "step": 1575
485
+ },
486
+ {
487
+ "epoch": 3.7037037037037037,
488
+ "grad_norm": 1.6047478914260864,
489
+ "learning_rate": 1.8109567901234572e-05,
490
+ "loss": 0.5917,
491
+ "step": 1600
492
+ },
493
+ {
494
+ "epoch": 3.761574074074074,
495
+ "grad_norm": 7.936718940734863,
496
+ "learning_rate": 1.8045267489711934e-05,
497
+ "loss": 0.5632,
498
+ "step": 1625
499
+ },
500
+ {
501
+ "epoch": 3.8194444444444446,
502
+ "grad_norm": 4.4144721031188965,
503
+ "learning_rate": 1.7980967078189302e-05,
504
+ "loss": 0.6438,
505
+ "step": 1650
506
+ },
507
+ {
508
+ "epoch": 3.877314814814815,
509
+ "grad_norm": 49.435665130615234,
510
+ "learning_rate": 1.7916666666666667e-05,
511
+ "loss": 0.653,
512
+ "step": 1675
513
+ },
514
+ {
515
+ "epoch": 3.935185185185185,
516
+ "grad_norm": 18.015880584716797,
517
+ "learning_rate": 1.7852366255144032e-05,
518
+ "loss": 0.5673,
519
+ "step": 1700
520
+ },
521
+ {
522
+ "epoch": 3.9930555555555554,
523
+ "grad_norm": 35.0489387512207,
524
+ "learning_rate": 1.77880658436214e-05,
525
+ "loss": 0.6615,
526
+ "step": 1725
527
+ },
528
+ {
529
+ "epoch": 4.0,
530
+ "eval_accuracy": 0.9466145833333334,
531
+ "eval_loss": 0.1876983791589737,
532
+ "eval_macro_f1": 0.8155416138247494,
533
+ "eval_runtime": 0.8888,
534
+ "eval_samples_per_second": 1728.101,
535
+ "eval_steps_per_second": 108.006,
536
+ "eval_weighted_f1": 0.9445463115930769,
537
+ "step": 1728
538
+ },
539
+ {
540
+ "epoch": 4.050925925925926,
541
+ "grad_norm": 100.41817474365234,
542
+ "learning_rate": 1.7723765432098766e-05,
543
+ "loss": 0.4836,
544
+ "step": 1750
545
+ },
546
+ {
547
+ "epoch": 4.108796296296297,
548
+ "grad_norm": 55.09341049194336,
549
+ "learning_rate": 1.7659465020576135e-05,
550
+ "loss": 0.5459,
551
+ "step": 1775
552
+ },
553
+ {
554
+ "epoch": 4.166666666666667,
555
+ "grad_norm": 128.3369903564453,
556
+ "learning_rate": 1.75951646090535e-05,
557
+ "loss": 0.4034,
558
+ "step": 1800
559
+ },
560
+ {
561
+ "epoch": 4.224537037037037,
562
+ "grad_norm": 14.89205551147461,
563
+ "learning_rate": 1.7530864197530865e-05,
564
+ "loss": 0.4371,
565
+ "step": 1825
566
+ },
567
+ {
568
+ "epoch": 4.282407407407407,
569
+ "grad_norm": 50.4736213684082,
570
+ "learning_rate": 1.7466563786008233e-05,
571
+ "loss": 0.5345,
572
+ "step": 1850
573
+ },
574
+ {
575
+ "epoch": 4.340277777777778,
576
+ "grad_norm": 38.82111740112305,
577
+ "learning_rate": 1.74022633744856e-05,
578
+ "loss": 0.6473,
579
+ "step": 1875
580
+ },
581
+ {
582
+ "epoch": 4.398148148148148,
583
+ "grad_norm": 24.182580947875977,
584
+ "learning_rate": 1.7337962962962964e-05,
585
+ "loss": 0.6654,
586
+ "step": 1900
587
+ },
588
+ {
589
+ "epoch": 4.456018518518518,
590
+ "grad_norm": 97.2868881225586,
591
+ "learning_rate": 1.7273662551440332e-05,
592
+ "loss": 0.584,
593
+ "step": 1925
594
+ },
595
+ {
596
+ "epoch": 4.513888888888889,
597
+ "grad_norm": 8.808185577392578,
598
+ "learning_rate": 1.7209362139917697e-05,
599
+ "loss": 0.5251,
600
+ "step": 1950
601
+ },
602
+ {
603
+ "epoch": 4.5717592592592595,
604
+ "grad_norm": 27.569793701171875,
605
+ "learning_rate": 1.7145061728395063e-05,
606
+ "loss": 0.3564,
607
+ "step": 1975
608
+ },
609
+ {
610
+ "epoch": 4.62962962962963,
611
+ "grad_norm": 27.74687957763672,
612
+ "learning_rate": 1.708076131687243e-05,
613
+ "loss": 0.4905,
614
+ "step": 2000
615
+ },
616
+ {
617
+ "epoch": 4.6875,
618
+ "grad_norm": 35.00214385986328,
619
+ "learning_rate": 1.7016460905349796e-05,
620
+ "loss": 0.5122,
621
+ "step": 2025
622
+ },
623
+ {
624
+ "epoch": 4.74537037037037,
625
+ "grad_norm": 53.33663558959961,
626
+ "learning_rate": 1.695216049382716e-05,
627
+ "loss": 0.622,
628
+ "step": 2050
629
+ },
630
+ {
631
+ "epoch": 4.8032407407407405,
632
+ "grad_norm": 9.86314582824707,
633
+ "learning_rate": 1.6887860082304527e-05,
634
+ "loss": 0.6322,
635
+ "step": 2075
636
+ },
637
+ {
638
+ "epoch": 4.861111111111111,
639
+ "grad_norm": 67.70832061767578,
640
+ "learning_rate": 1.6823559670781895e-05,
641
+ "loss": 0.5603,
642
+ "step": 2100
643
+ },
644
+ {
645
+ "epoch": 4.918981481481482,
646
+ "grad_norm": 0.4869685173034668,
647
+ "learning_rate": 1.675925925925926e-05,
648
+ "loss": 0.4237,
649
+ "step": 2125
650
+ },
651
+ {
652
+ "epoch": 4.976851851851852,
653
+ "grad_norm": 174.91839599609375,
654
+ "learning_rate": 1.6694958847736625e-05,
655
+ "loss": 0.4862,
656
+ "step": 2150
657
+ },
658
+ {
659
+ "epoch": 5.0,
660
+ "eval_accuracy": 0.9466145833333334,
661
+ "eval_loss": 0.26453375816345215,
662
+ "eval_macro_f1": 0.8115004204033994,
663
+ "eval_runtime": 0.9254,
664
+ "eval_samples_per_second": 1659.871,
665
+ "eval_steps_per_second": 103.742,
666
+ "eval_weighted_f1": 0.9430780024122196,
667
+ "step": 2160
668
+ },
669
+ {
670
+ "epoch": 5.034722222222222,
671
+ "grad_norm": 3.088663101196289,
672
+ "learning_rate": 1.6630658436213994e-05,
673
+ "loss": 0.4728,
674
+ "step": 2175
675
+ },
676
+ {
677
+ "epoch": 5.092592592592593,
678
+ "grad_norm": 81.90543365478516,
679
+ "learning_rate": 1.656635802469136e-05,
680
+ "loss": 0.3981,
681
+ "step": 2200
682
+ },
683
+ {
684
+ "epoch": 5.150462962962963,
685
+ "grad_norm": 1.5800690650939941,
686
+ "learning_rate": 1.6502057613168724e-05,
687
+ "loss": 0.1689,
688
+ "step": 2225
689
+ },
690
+ {
691
+ "epoch": 5.208333333333333,
692
+ "grad_norm": 2.941277503967285,
693
+ "learning_rate": 1.6437757201646093e-05,
694
+ "loss": 0.4084,
695
+ "step": 2250
696
+ },
697
+ {
698
+ "epoch": 5.266203703703704,
699
+ "grad_norm": 33.7673454284668,
700
+ "learning_rate": 1.6373456790123458e-05,
701
+ "loss": 0.4078,
702
+ "step": 2275
703
+ },
704
+ {
705
+ "epoch": 5.324074074074074,
706
+ "grad_norm": 2.803130626678467,
707
+ "learning_rate": 1.6309156378600823e-05,
708
+ "loss": 0.3334,
709
+ "step": 2300
710
+ },
711
+ {
712
+ "epoch": 5.381944444444445,
713
+ "grad_norm": 144.31961059570312,
714
+ "learning_rate": 1.624485596707819e-05,
715
+ "loss": 0.2874,
716
+ "step": 2325
717
+ },
718
+ {
719
+ "epoch": 5.439814814814815,
720
+ "grad_norm": 3.18941330909729,
721
+ "learning_rate": 1.6180555555555557e-05,
722
+ "loss": 0.6188,
723
+ "step": 2350
724
+ },
725
+ {
726
+ "epoch": 5.497685185185185,
727
+ "grad_norm": 26.587751388549805,
728
+ "learning_rate": 1.6116255144032925e-05,
729
+ "loss": 0.5596,
730
+ "step": 2375
731
+ },
732
+ {
733
+ "epoch": 5.555555555555555,
734
+ "grad_norm": 101.47644805908203,
735
+ "learning_rate": 1.605195473251029e-05,
736
+ "loss": 0.4598,
737
+ "step": 2400
738
+ },
739
+ {
740
+ "epoch": 5.613425925925926,
741
+ "grad_norm": 49.117889404296875,
742
+ "learning_rate": 1.5987654320987655e-05,
743
+ "loss": 0.5003,
744
+ "step": 2425
745
+ },
746
+ {
747
+ "epoch": 5.671296296296296,
748
+ "grad_norm": 40.722389221191406,
749
+ "learning_rate": 1.5923353909465024e-05,
750
+ "loss": 0.5783,
751
+ "step": 2450
752
+ },
753
+ {
754
+ "epoch": 5.729166666666667,
755
+ "grad_norm": 1.4265937805175781,
756
+ "learning_rate": 1.5859053497942386e-05,
757
+ "loss": 0.5613,
758
+ "step": 2475
759
+ },
760
+ {
761
+ "epoch": 5.787037037037037,
762
+ "grad_norm": 25.484758377075195,
763
+ "learning_rate": 1.5794753086419754e-05,
764
+ "loss": 0.4909,
765
+ "step": 2500
766
+ },
767
+ {
768
+ "epoch": 5.844907407407407,
769
+ "grad_norm": 29.874347686767578,
770
+ "learning_rate": 1.573045267489712e-05,
771
+ "loss": 0.4401,
772
+ "step": 2525
773
+ },
774
+ {
775
+ "epoch": 5.902777777777778,
776
+ "grad_norm": 8.134950637817383,
777
+ "learning_rate": 1.5666152263374488e-05,
778
+ "loss": 0.506,
779
+ "step": 2550
780
+ },
781
+ {
782
+ "epoch": 5.960648148148148,
783
+ "grad_norm": 38.01759338378906,
784
+ "learning_rate": 1.5601851851851853e-05,
785
+ "loss": 0.4226,
786
+ "step": 2575
787
+ },
788
+ {
789
+ "epoch": 6.0,
790
+ "eval_accuracy": 0.9453125,
791
+ "eval_loss": 0.2655061185359955,
792
+ "eval_macro_f1": 0.826900458402438,
793
+ "eval_runtime": 0.9139,
794
+ "eval_samples_per_second": 1680.704,
795
+ "eval_steps_per_second": 105.044,
796
+ "eval_weighted_f1": 0.9445571039922019,
797
+ "step": 2592
798
+ }
799
+ ],
800
+ "logging_steps": 25,
801
+ "max_steps": 8640,
802
+ "num_input_tokens_seen": 0,
803
+ "num_train_epochs": 20,
804
+ "save_steps": 500,
805
+ "stateful_callbacks": {
806
+ "EarlyStoppingCallback": {
807
+ "args": {
808
+ "early_stopping_patience": 3,
809
+ "early_stopping_threshold": 0.0
810
+ },
811
+ "attributes": {
812
+ "early_stopping_patience_counter": 0
813
+ }
814
+ },
815
+ "TrainerControl": {
816
+ "args": {
817
+ "should_epoch_stop": false,
818
+ "should_evaluate": false,
819
+ "should_log": false,
820
+ "should_save": true,
821
+ "should_training_stop": false
822
+ },
823
+ "attributes": {}
824
+ }
825
+ },
826
+ "total_flos": 0.0,
827
+ "train_batch_size": 8,
828
+ "trial_name": null,
829
+ "trial_params": null
830
+ }
ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-3888/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-3888/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-3888/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "20480": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 2048,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizerFast",
54
+ "unk_token": "<unk>"
55
+ }
ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-3888/trainer_state.json ADDED
@@ -0,0 +1,1227 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 2592,
3
+ "best_metric": 0.826900458402438,
4
+ "best_model_checkpoint": "/root/VNEncoder/results/checkpoints/ood-uit_vsfc-bamibert-topic-domain-02-s44-20260827T163745Z-b6645c77/trainer/checkpoint-2592",
5
+ "epoch": 9.0,
6
+ "eval_steps": 500,
7
+ "global_step": 3888,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.05787037037037037,
14
+ "grad_norm": 30.672374725341797,
15
+ "learning_rate": 5.555555555555555e-07,
16
+ "loss": 4.2569,
17
+ "step": 25
18
+ },
19
+ {
20
+ "epoch": 0.11574074074074074,
21
+ "grad_norm": 28.60749053955078,
22
+ "learning_rate": 1.1342592592592594e-06,
23
+ "loss": 4.0786,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 0.1736111111111111,
28
+ "grad_norm": 34.10677719116211,
29
+ "learning_rate": 1.7129629629629632e-06,
30
+ "loss": 3.7466,
31
+ "step": 75
32
+ },
33
+ {
34
+ "epoch": 0.23148148148148148,
35
+ "grad_norm": 16.774616241455078,
36
+ "learning_rate": 2.2916666666666666e-06,
37
+ "loss": 3.4551,
38
+ "step": 100
39
+ },
40
+ {
41
+ "epoch": 0.28935185185185186,
42
+ "grad_norm": 19.944089889526367,
43
+ "learning_rate": 2.8703703703703706e-06,
44
+ "loss": 3.2359,
45
+ "step": 125
46
+ },
47
+ {
48
+ "epoch": 0.3472222222222222,
49
+ "grad_norm": 20.603628158569336,
50
+ "learning_rate": 3.449074074074074e-06,
51
+ "loss": 3.1431,
52
+ "step": 150
53
+ },
54
+ {
55
+ "epoch": 0.4050925925925926,
56
+ "grad_norm": 28.288143157958984,
57
+ "learning_rate": 4.027777777777779e-06,
58
+ "loss": 3.0682,
59
+ "step": 175
60
+ },
61
+ {
62
+ "epoch": 0.46296296296296297,
63
+ "grad_norm": 42.422584533691406,
64
+ "learning_rate": 4.606481481481481e-06,
65
+ "loss": 2.4462,
66
+ "step": 200
67
+ },
68
+ {
69
+ "epoch": 0.5208333333333334,
70
+ "grad_norm": 65.8946762084961,
71
+ "learning_rate": 5.185185185185185e-06,
72
+ "loss": 1.9385,
73
+ "step": 225
74
+ },
75
+ {
76
+ "epoch": 0.5787037037037037,
77
+ "grad_norm": 93.30895233154297,
78
+ "learning_rate": 5.7638888888888886e-06,
79
+ "loss": 1.6113,
80
+ "step": 250
81
+ },
82
+ {
83
+ "epoch": 0.6365740740740741,
84
+ "grad_norm": 66.67131042480469,
85
+ "learning_rate": 6.342592592592594e-06,
86
+ "loss": 1.3487,
87
+ "step": 275
88
+ },
89
+ {
90
+ "epoch": 0.6944444444444444,
91
+ "grad_norm": 25.705554962158203,
92
+ "learning_rate": 6.9212962962962974e-06,
93
+ "loss": 1.357,
94
+ "step": 300
95
+ },
96
+ {
97
+ "epoch": 0.7523148148148148,
98
+ "grad_norm": 80.34606170654297,
99
+ "learning_rate": 7.500000000000001e-06,
100
+ "loss": 1.198,
101
+ "step": 325
102
+ },
103
+ {
104
+ "epoch": 0.8101851851851852,
105
+ "grad_norm": 46.074378967285156,
106
+ "learning_rate": 8.078703703703705e-06,
107
+ "loss": 1.0508,
108
+ "step": 350
109
+ },
110
+ {
111
+ "epoch": 0.8680555555555556,
112
+ "grad_norm": 23.091442108154297,
113
+ "learning_rate": 8.657407407407408e-06,
114
+ "loss": 1.1129,
115
+ "step": 375
116
+ },
117
+ {
118
+ "epoch": 0.9259259259259259,
119
+ "grad_norm": 24.728858947753906,
120
+ "learning_rate": 9.236111111111112e-06,
121
+ "loss": 1.3786,
122
+ "step": 400
123
+ },
124
+ {
125
+ "epoch": 0.9837962962962963,
126
+ "grad_norm": 7.195851802825928,
127
+ "learning_rate": 9.814814814814815e-06,
128
+ "loss": 1.0689,
129
+ "step": 425
130
+ },
131
+ {
132
+ "epoch": 1.0,
133
+ "eval_accuracy": 0.9283854166666666,
134
+ "eval_loss": 0.255921870470047,
135
+ "eval_macro_f1": 0.6285352413936267,
136
+ "eval_runtime": 0.9269,
137
+ "eval_samples_per_second": 1657.096,
138
+ "eval_steps_per_second": 103.569,
139
+ "eval_weighted_f1": 0.9139611830188414,
140
+ "step": 432
141
+ },
142
+ {
143
+ "epoch": 1.0416666666666667,
144
+ "grad_norm": 24.38639259338379,
145
+ "learning_rate": 1.0393518518518519e-05,
146
+ "loss": 0.9738,
147
+ "step": 450
148
+ },
149
+ {
150
+ "epoch": 1.099537037037037,
151
+ "grad_norm": 22.60640525817871,
152
+ "learning_rate": 1.0972222222222224e-05,
153
+ "loss": 1.1063,
154
+ "step": 475
155
+ },
156
+ {
157
+ "epoch": 1.1574074074074074,
158
+ "grad_norm": 48.40523147583008,
159
+ "learning_rate": 1.1550925925925926e-05,
160
+ "loss": 0.8008,
161
+ "step": 500
162
+ },
163
+ {
164
+ "epoch": 1.2152777777777777,
165
+ "grad_norm": 66.28334045410156,
166
+ "learning_rate": 1.2129629629629631e-05,
167
+ "loss": 0.9174,
168
+ "step": 525
169
+ },
170
+ {
171
+ "epoch": 1.2731481481481481,
172
+ "grad_norm": 77.04571533203125,
173
+ "learning_rate": 1.2708333333333333e-05,
174
+ "loss": 1.1044,
175
+ "step": 550
176
+ },
177
+ {
178
+ "epoch": 1.3310185185185186,
179
+ "grad_norm": 13.086089134216309,
180
+ "learning_rate": 1.3287037037037039e-05,
181
+ "loss": 1.0311,
182
+ "step": 575
183
+ },
184
+ {
185
+ "epoch": 1.3888888888888888,
186
+ "grad_norm": 124.03707885742188,
187
+ "learning_rate": 1.3865740740740742e-05,
188
+ "loss": 0.9336,
189
+ "step": 600
190
+ },
191
+ {
192
+ "epoch": 1.4467592592592593,
193
+ "grad_norm": 27.15654945373535,
194
+ "learning_rate": 1.4444444444444446e-05,
195
+ "loss": 1.0349,
196
+ "step": 625
197
+ },
198
+ {
199
+ "epoch": 1.5046296296296298,
200
+ "grad_norm": 6.650602340698242,
201
+ "learning_rate": 1.502314814814815e-05,
202
+ "loss": 0.8483,
203
+ "step": 650
204
+ },
205
+ {
206
+ "epoch": 1.5625,
207
+ "grad_norm": 7.203736782073975,
208
+ "learning_rate": 1.5601851851851853e-05,
209
+ "loss": 0.9895,
210
+ "step": 675
211
+ },
212
+ {
213
+ "epoch": 1.6203703703703702,
214
+ "grad_norm": 38.05658721923828,
215
+ "learning_rate": 1.6180555555555557e-05,
216
+ "loss": 0.8598,
217
+ "step": 700
218
+ },
219
+ {
220
+ "epoch": 1.6782407407407407,
221
+ "grad_norm": 264.2079772949219,
222
+ "learning_rate": 1.675925925925926e-05,
223
+ "loss": 0.8142,
224
+ "step": 725
225
+ },
226
+ {
227
+ "epoch": 1.7361111111111112,
228
+ "grad_norm": 30.365806579589844,
229
+ "learning_rate": 1.7337962962962964e-05,
230
+ "loss": 1.0979,
231
+ "step": 750
232
+ },
233
+ {
234
+ "epoch": 1.7939814814814814,
235
+ "grad_norm": 1.4746909141540527,
236
+ "learning_rate": 1.7916666666666667e-05,
237
+ "loss": 0.7108,
238
+ "step": 775
239
+ },
240
+ {
241
+ "epoch": 1.8518518518518519,
242
+ "grad_norm": 103.497314453125,
243
+ "learning_rate": 1.849537037037037e-05,
244
+ "loss": 1.0016,
245
+ "step": 800
246
+ },
247
+ {
248
+ "epoch": 1.9097222222222223,
249
+ "grad_norm": 68.68548583984375,
250
+ "learning_rate": 1.9074074074074075e-05,
251
+ "loss": 1.0385,
252
+ "step": 825
253
+ },
254
+ {
255
+ "epoch": 1.9675925925925926,
256
+ "grad_norm": 16.53839683532715,
257
+ "learning_rate": 1.9652777777777778e-05,
258
+ "loss": 0.7777,
259
+ "step": 850
260
+ },
261
+ {
262
+ "epoch": 2.0,
263
+ "eval_accuracy": 0.935546875,
264
+ "eval_loss": 0.2495259791612625,
265
+ "eval_macro_f1": 0.7821479216103883,
266
+ "eval_runtime": 0.9236,
267
+ "eval_samples_per_second": 1663.107,
268
+ "eval_steps_per_second": 103.944,
269
+ "eval_weighted_f1": 0.9310146728313726,
270
+ "step": 864
271
+ },
272
+ {
273
+ "epoch": 2.025462962962963,
274
+ "grad_norm": 27.388080596923828,
275
+ "learning_rate": 1.997427983539095e-05,
276
+ "loss": 0.7046,
277
+ "step": 875
278
+ },
279
+ {
280
+ "epoch": 2.0833333333333335,
281
+ "grad_norm": 5.5007004737854,
282
+ "learning_rate": 1.9909979423868314e-05,
283
+ "loss": 0.7542,
284
+ "step": 900
285
+ },
286
+ {
287
+ "epoch": 2.1412037037037037,
288
+ "grad_norm": 28.260902404785156,
289
+ "learning_rate": 1.984567901234568e-05,
290
+ "loss": 0.9262,
291
+ "step": 925
292
+ },
293
+ {
294
+ "epoch": 2.199074074074074,
295
+ "grad_norm": 23.344812393188477,
296
+ "learning_rate": 1.9781378600823048e-05,
297
+ "loss": 0.5786,
298
+ "step": 950
299
+ },
300
+ {
301
+ "epoch": 2.2569444444444446,
302
+ "grad_norm": 6.03977632522583,
303
+ "learning_rate": 1.9717078189300413e-05,
304
+ "loss": 0.696,
305
+ "step": 975
306
+ },
307
+ {
308
+ "epoch": 2.314814814814815,
309
+ "grad_norm": 34.911014556884766,
310
+ "learning_rate": 1.9652777777777778e-05,
311
+ "loss": 0.7489,
312
+ "step": 1000
313
+ },
314
+ {
315
+ "epoch": 2.372685185185185,
316
+ "grad_norm": 65.21478271484375,
317
+ "learning_rate": 1.9588477366255147e-05,
318
+ "loss": 0.7699,
319
+ "step": 1025
320
+ },
321
+ {
322
+ "epoch": 2.4305555555555554,
323
+ "grad_norm": 8.82874870300293,
324
+ "learning_rate": 1.9524176954732512e-05,
325
+ "loss": 0.7235,
326
+ "step": 1050
327
+ },
328
+ {
329
+ "epoch": 2.488425925925926,
330
+ "grad_norm": 33.981224060058594,
331
+ "learning_rate": 1.945987654320988e-05,
332
+ "loss": 0.7552,
333
+ "step": 1075
334
+ },
335
+ {
336
+ "epoch": 2.5462962962962963,
337
+ "grad_norm": 8.756223678588867,
338
+ "learning_rate": 1.9395576131687242e-05,
339
+ "loss": 0.6889,
340
+ "step": 1100
341
+ },
342
+ {
343
+ "epoch": 2.6041666666666665,
344
+ "grad_norm": 19.163267135620117,
345
+ "learning_rate": 1.933127572016461e-05,
346
+ "loss": 0.6557,
347
+ "step": 1125
348
+ },
349
+ {
350
+ "epoch": 2.662037037037037,
351
+ "grad_norm": 28.43830108642578,
352
+ "learning_rate": 1.926697530864198e-05,
353
+ "loss": 0.7351,
354
+ "step": 1150
355
+ },
356
+ {
357
+ "epoch": 2.7199074074074074,
358
+ "grad_norm": 62.78884506225586,
359
+ "learning_rate": 1.920267489711934e-05,
360
+ "loss": 0.7455,
361
+ "step": 1175
362
+ },
363
+ {
364
+ "epoch": 2.7777777777777777,
365
+ "grad_norm": 62.24296569824219,
366
+ "learning_rate": 1.913837448559671e-05,
367
+ "loss": 0.8906,
368
+ "step": 1200
369
+ },
370
+ {
371
+ "epoch": 2.835648148148148,
372
+ "grad_norm": 13.739839553833008,
373
+ "learning_rate": 1.9074074074074075e-05,
374
+ "loss": 0.5964,
375
+ "step": 1225
376
+ },
377
+ {
378
+ "epoch": 2.8935185185185186,
379
+ "grad_norm": 14.087162971496582,
380
+ "learning_rate": 1.9009773662551443e-05,
381
+ "loss": 0.8638,
382
+ "step": 1250
383
+ },
384
+ {
385
+ "epoch": 2.951388888888889,
386
+ "grad_norm": 39.41259002685547,
387
+ "learning_rate": 1.8945473251028808e-05,
388
+ "loss": 0.6795,
389
+ "step": 1275
390
+ },
391
+ {
392
+ "epoch": 3.0,
393
+ "eval_accuracy": 0.9466145833333334,
394
+ "eval_loss": 0.20291924476623535,
395
+ "eval_macro_f1": 0.8094894985910427,
396
+ "eval_runtime": 0.9276,
397
+ "eval_samples_per_second": 1655.957,
398
+ "eval_steps_per_second": 103.497,
399
+ "eval_weighted_f1": 0.944308993601631,
400
+ "step": 1296
401
+ },
402
+ {
403
+ "epoch": 3.009259259259259,
404
+ "grad_norm": 12.844809532165527,
405
+ "learning_rate": 1.8881172839506173e-05,
406
+ "loss": 0.6876,
407
+ "step": 1300
408
+ },
409
+ {
410
+ "epoch": 3.0671296296296298,
411
+ "grad_norm": 98.31945037841797,
412
+ "learning_rate": 1.8816872427983542e-05,
413
+ "loss": 0.5382,
414
+ "step": 1325
415
+ },
416
+ {
417
+ "epoch": 3.125,
418
+ "grad_norm": 49.334259033203125,
419
+ "learning_rate": 1.8752572016460907e-05,
420
+ "loss": 0.7285,
421
+ "step": 1350
422
+ },
423
+ {
424
+ "epoch": 3.1828703703703702,
425
+ "grad_norm": 4.6014862060546875,
426
+ "learning_rate": 1.8688271604938272e-05,
427
+ "loss": 0.4937,
428
+ "step": 1375
429
+ },
430
+ {
431
+ "epoch": 3.240740740740741,
432
+ "grad_norm": 12.539897918701172,
433
+ "learning_rate": 1.862397119341564e-05,
434
+ "loss": 0.8402,
435
+ "step": 1400
436
+ },
437
+ {
438
+ "epoch": 3.298611111111111,
439
+ "grad_norm": 2.0339972972869873,
440
+ "learning_rate": 1.8559670781893006e-05,
441
+ "loss": 0.5483,
442
+ "step": 1425
443
+ },
444
+ {
445
+ "epoch": 3.3564814814814814,
446
+ "grad_norm": 41.038936614990234,
447
+ "learning_rate": 1.849537037037037e-05,
448
+ "loss": 0.8069,
449
+ "step": 1450
450
+ },
451
+ {
452
+ "epoch": 3.414351851851852,
453
+ "grad_norm": 41.195003509521484,
454
+ "learning_rate": 1.843106995884774e-05,
455
+ "loss": 0.6507,
456
+ "step": 1475
457
+ },
458
+ {
459
+ "epoch": 3.4722222222222223,
460
+ "grad_norm": 48.448001861572266,
461
+ "learning_rate": 1.8366769547325105e-05,
462
+ "loss": 0.6874,
463
+ "step": 1500
464
+ },
465
+ {
466
+ "epoch": 3.5300925925925926,
467
+ "grad_norm": 5.450769424438477,
468
+ "learning_rate": 1.830246913580247e-05,
469
+ "loss": 0.5881,
470
+ "step": 1525
471
+ },
472
+ {
473
+ "epoch": 3.587962962962963,
474
+ "grad_norm": 25.71689796447754,
475
+ "learning_rate": 1.8238168724279838e-05,
476
+ "loss": 0.6909,
477
+ "step": 1550
478
+ },
479
+ {
480
+ "epoch": 3.6458333333333335,
481
+ "grad_norm": 31.79206657409668,
482
+ "learning_rate": 1.8173868312757203e-05,
483
+ "loss": 0.6237,
484
+ "step": 1575
485
+ },
486
+ {
487
+ "epoch": 3.7037037037037037,
488
+ "grad_norm": 1.6047478914260864,
489
+ "learning_rate": 1.8109567901234572e-05,
490
+ "loss": 0.5917,
491
+ "step": 1600
492
+ },
493
+ {
494
+ "epoch": 3.761574074074074,
495
+ "grad_norm": 7.936718940734863,
496
+ "learning_rate": 1.8045267489711934e-05,
497
+ "loss": 0.5632,
498
+ "step": 1625
499
+ },
500
+ {
501
+ "epoch": 3.8194444444444446,
502
+ "grad_norm": 4.4144721031188965,
503
+ "learning_rate": 1.7980967078189302e-05,
504
+ "loss": 0.6438,
505
+ "step": 1650
506
+ },
507
+ {
508
+ "epoch": 3.877314814814815,
509
+ "grad_norm": 49.435665130615234,
510
+ "learning_rate": 1.7916666666666667e-05,
511
+ "loss": 0.653,
512
+ "step": 1675
513
+ },
514
+ {
515
+ "epoch": 3.935185185185185,
516
+ "grad_norm": 18.015880584716797,
517
+ "learning_rate": 1.7852366255144032e-05,
518
+ "loss": 0.5673,
519
+ "step": 1700
520
+ },
521
+ {
522
+ "epoch": 3.9930555555555554,
523
+ "grad_norm": 35.0489387512207,
524
+ "learning_rate": 1.77880658436214e-05,
525
+ "loss": 0.6615,
526
+ "step": 1725
527
+ },
528
+ {
529
+ "epoch": 4.0,
530
+ "eval_accuracy": 0.9466145833333334,
531
+ "eval_loss": 0.1876983791589737,
532
+ "eval_macro_f1": 0.8155416138247494,
533
+ "eval_runtime": 0.8888,
534
+ "eval_samples_per_second": 1728.101,
535
+ "eval_steps_per_second": 108.006,
536
+ "eval_weighted_f1": 0.9445463115930769,
537
+ "step": 1728
538
+ },
539
+ {
540
+ "epoch": 4.050925925925926,
541
+ "grad_norm": 100.41817474365234,
542
+ "learning_rate": 1.7723765432098766e-05,
543
+ "loss": 0.4836,
544
+ "step": 1750
545
+ },
546
+ {
547
+ "epoch": 4.108796296296297,
548
+ "grad_norm": 55.09341049194336,
549
+ "learning_rate": 1.7659465020576135e-05,
550
+ "loss": 0.5459,
551
+ "step": 1775
552
+ },
553
+ {
554
+ "epoch": 4.166666666666667,
555
+ "grad_norm": 128.3369903564453,
556
+ "learning_rate": 1.75951646090535e-05,
557
+ "loss": 0.4034,
558
+ "step": 1800
559
+ },
560
+ {
561
+ "epoch": 4.224537037037037,
562
+ "grad_norm": 14.89205551147461,
563
+ "learning_rate": 1.7530864197530865e-05,
564
+ "loss": 0.4371,
565
+ "step": 1825
566
+ },
567
+ {
568
+ "epoch": 4.282407407407407,
569
+ "grad_norm": 50.4736213684082,
570
+ "learning_rate": 1.7466563786008233e-05,
571
+ "loss": 0.5345,
572
+ "step": 1850
573
+ },
574
+ {
575
+ "epoch": 4.340277777777778,
576
+ "grad_norm": 38.82111740112305,
577
+ "learning_rate": 1.74022633744856e-05,
578
+ "loss": 0.6473,
579
+ "step": 1875
580
+ },
581
+ {
582
+ "epoch": 4.398148148148148,
583
+ "grad_norm": 24.182580947875977,
584
+ "learning_rate": 1.7337962962962964e-05,
585
+ "loss": 0.6654,
586
+ "step": 1900
587
+ },
588
+ {
589
+ "epoch": 4.456018518518518,
590
+ "grad_norm": 97.2868881225586,
591
+ "learning_rate": 1.7273662551440332e-05,
592
+ "loss": 0.584,
593
+ "step": 1925
594
+ },
595
+ {
596
+ "epoch": 4.513888888888889,
597
+ "grad_norm": 8.808185577392578,
598
+ "learning_rate": 1.7209362139917697e-05,
599
+ "loss": 0.5251,
600
+ "step": 1950
601
+ },
602
+ {
603
+ "epoch": 4.5717592592592595,
604
+ "grad_norm": 27.569793701171875,
605
+ "learning_rate": 1.7145061728395063e-05,
606
+ "loss": 0.3564,
607
+ "step": 1975
608
+ },
609
+ {
610
+ "epoch": 4.62962962962963,
611
+ "grad_norm": 27.74687957763672,
612
+ "learning_rate": 1.708076131687243e-05,
613
+ "loss": 0.4905,
614
+ "step": 2000
615
+ },
616
+ {
617
+ "epoch": 4.6875,
618
+ "grad_norm": 35.00214385986328,
619
+ "learning_rate": 1.7016460905349796e-05,
620
+ "loss": 0.5122,
621
+ "step": 2025
622
+ },
623
+ {
624
+ "epoch": 4.74537037037037,
625
+ "grad_norm": 53.33663558959961,
626
+ "learning_rate": 1.695216049382716e-05,
627
+ "loss": 0.622,
628
+ "step": 2050
629
+ },
630
+ {
631
+ "epoch": 4.8032407407407405,
632
+ "grad_norm": 9.86314582824707,
633
+ "learning_rate": 1.6887860082304527e-05,
634
+ "loss": 0.6322,
635
+ "step": 2075
636
+ },
637
+ {
638
+ "epoch": 4.861111111111111,
639
+ "grad_norm": 67.70832061767578,
640
+ "learning_rate": 1.6823559670781895e-05,
641
+ "loss": 0.5603,
642
+ "step": 2100
643
+ },
644
+ {
645
+ "epoch": 4.918981481481482,
646
+ "grad_norm": 0.4869685173034668,
647
+ "learning_rate": 1.675925925925926e-05,
648
+ "loss": 0.4237,
649
+ "step": 2125
650
+ },
651
+ {
652
+ "epoch": 4.976851851851852,
653
+ "grad_norm": 174.91839599609375,
654
+ "learning_rate": 1.6694958847736625e-05,
655
+ "loss": 0.4862,
656
+ "step": 2150
657
+ },
658
+ {
659
+ "epoch": 5.0,
660
+ "eval_accuracy": 0.9466145833333334,
661
+ "eval_loss": 0.26453375816345215,
662
+ "eval_macro_f1": 0.8115004204033994,
663
+ "eval_runtime": 0.9254,
664
+ "eval_samples_per_second": 1659.871,
665
+ "eval_steps_per_second": 103.742,
666
+ "eval_weighted_f1": 0.9430780024122196,
667
+ "step": 2160
668
+ },
669
+ {
670
+ "epoch": 5.034722222222222,
671
+ "grad_norm": 3.088663101196289,
672
+ "learning_rate": 1.6630658436213994e-05,
673
+ "loss": 0.4728,
674
+ "step": 2175
675
+ },
676
+ {
677
+ "epoch": 5.092592592592593,
678
+ "grad_norm": 81.90543365478516,
679
+ "learning_rate": 1.656635802469136e-05,
680
+ "loss": 0.3981,
681
+ "step": 2200
682
+ },
683
+ {
684
+ "epoch": 5.150462962962963,
685
+ "grad_norm": 1.5800690650939941,
686
+ "learning_rate": 1.6502057613168724e-05,
687
+ "loss": 0.1689,
688
+ "step": 2225
689
+ },
690
+ {
691
+ "epoch": 5.208333333333333,
692
+ "grad_norm": 2.941277503967285,
693
+ "learning_rate": 1.6437757201646093e-05,
694
+ "loss": 0.4084,
695
+ "step": 2250
696
+ },
697
+ {
698
+ "epoch": 5.266203703703704,
699
+ "grad_norm": 33.7673454284668,
700
+ "learning_rate": 1.6373456790123458e-05,
701
+ "loss": 0.4078,
702
+ "step": 2275
703
+ },
704
+ {
705
+ "epoch": 5.324074074074074,
706
+ "grad_norm": 2.803130626678467,
707
+ "learning_rate": 1.6309156378600823e-05,
708
+ "loss": 0.3334,
709
+ "step": 2300
710
+ },
711
+ {
712
+ "epoch": 5.381944444444445,
713
+ "grad_norm": 144.31961059570312,
714
+ "learning_rate": 1.624485596707819e-05,
715
+ "loss": 0.2874,
716
+ "step": 2325
717
+ },
718
+ {
719
+ "epoch": 5.439814814814815,
720
+ "grad_norm": 3.18941330909729,
721
+ "learning_rate": 1.6180555555555557e-05,
722
+ "loss": 0.6188,
723
+ "step": 2350
724
+ },
725
+ {
726
+ "epoch": 5.497685185185185,
727
+ "grad_norm": 26.587751388549805,
728
+ "learning_rate": 1.6116255144032925e-05,
729
+ "loss": 0.5596,
730
+ "step": 2375
731
+ },
732
+ {
733
+ "epoch": 5.555555555555555,
734
+ "grad_norm": 101.47644805908203,
735
+ "learning_rate": 1.605195473251029e-05,
736
+ "loss": 0.4598,
737
+ "step": 2400
738
+ },
739
+ {
740
+ "epoch": 5.613425925925926,
741
+ "grad_norm": 49.117889404296875,
742
+ "learning_rate": 1.5987654320987655e-05,
743
+ "loss": 0.5003,
744
+ "step": 2425
745
+ },
746
+ {
747
+ "epoch": 5.671296296296296,
748
+ "grad_norm": 40.722389221191406,
749
+ "learning_rate": 1.5923353909465024e-05,
750
+ "loss": 0.5783,
751
+ "step": 2450
752
+ },
753
+ {
754
+ "epoch": 5.729166666666667,
755
+ "grad_norm": 1.4265937805175781,
756
+ "learning_rate": 1.5859053497942386e-05,
757
+ "loss": 0.5613,
758
+ "step": 2475
759
+ },
760
+ {
761
+ "epoch": 5.787037037037037,
762
+ "grad_norm": 25.484758377075195,
763
+ "learning_rate": 1.5794753086419754e-05,
764
+ "loss": 0.4909,
765
+ "step": 2500
766
+ },
767
+ {
768
+ "epoch": 5.844907407407407,
769
+ "grad_norm": 29.874347686767578,
770
+ "learning_rate": 1.573045267489712e-05,
771
+ "loss": 0.4401,
772
+ "step": 2525
773
+ },
774
+ {
775
+ "epoch": 5.902777777777778,
776
+ "grad_norm": 8.134950637817383,
777
+ "learning_rate": 1.5666152263374488e-05,
778
+ "loss": 0.506,
779
+ "step": 2550
780
+ },
781
+ {
782
+ "epoch": 5.960648148148148,
783
+ "grad_norm": 38.01759338378906,
784
+ "learning_rate": 1.5601851851851853e-05,
785
+ "loss": 0.4226,
786
+ "step": 2575
787
+ },
788
+ {
789
+ "epoch": 6.0,
790
+ "eval_accuracy": 0.9453125,
791
+ "eval_loss": 0.2655061185359955,
792
+ "eval_macro_f1": 0.826900458402438,
793
+ "eval_runtime": 0.9139,
794
+ "eval_samples_per_second": 1680.704,
795
+ "eval_steps_per_second": 105.044,
796
+ "eval_weighted_f1": 0.9445571039922019,
797
+ "step": 2592
798
+ },
799
+ {
800
+ "epoch": 6.018518518518518,
801
+ "grad_norm": 17.778188705444336,
802
+ "learning_rate": 1.5537551440329218e-05,
803
+ "loss": 0.5286,
804
+ "step": 2600
805
+ },
806
+ {
807
+ "epoch": 6.076388888888889,
808
+ "grad_norm": 93.97927856445312,
809
+ "learning_rate": 1.5473251028806587e-05,
810
+ "loss": 0.4149,
811
+ "step": 2625
812
+ },
813
+ {
814
+ "epoch": 6.1342592592592595,
815
+ "grad_norm": 0.2383577972650528,
816
+ "learning_rate": 1.5408950617283952e-05,
817
+ "loss": 0.4216,
818
+ "step": 2650
819
+ },
820
+ {
821
+ "epoch": 6.19212962962963,
822
+ "grad_norm": 129.9449920654297,
823
+ "learning_rate": 1.5344650205761317e-05,
824
+ "loss": 0.4641,
825
+ "step": 2675
826
+ },
827
+ {
828
+ "epoch": 6.25,
829
+ "grad_norm": 2.701225519180298,
830
+ "learning_rate": 1.5280349794238685e-05,
831
+ "loss": 0.3053,
832
+ "step": 2700
833
+ },
834
+ {
835
+ "epoch": 6.30787037037037,
836
+ "grad_norm": 4.475930213928223,
837
+ "learning_rate": 1.5216049382716052e-05,
838
+ "loss": 0.2456,
839
+ "step": 2725
840
+ },
841
+ {
842
+ "epoch": 6.3657407407407405,
843
+ "grad_norm": 0.39514395594596863,
844
+ "learning_rate": 1.5151748971193416e-05,
845
+ "loss": 0.2389,
846
+ "step": 2750
847
+ },
848
+ {
849
+ "epoch": 6.423611111111111,
850
+ "grad_norm": 64.64535522460938,
851
+ "learning_rate": 1.5087448559670783e-05,
852
+ "loss": 0.4791,
853
+ "step": 2775
854
+ },
855
+ {
856
+ "epoch": 6.481481481481482,
857
+ "grad_norm": 0.13686713576316833,
858
+ "learning_rate": 1.502314814814815e-05,
859
+ "loss": 0.3597,
860
+ "step": 2800
861
+ },
862
+ {
863
+ "epoch": 6.539351851851852,
864
+ "grad_norm": 66.75579833984375,
865
+ "learning_rate": 1.4958847736625515e-05,
866
+ "loss": 0.2795,
867
+ "step": 2825
868
+ },
869
+ {
870
+ "epoch": 6.597222222222222,
871
+ "grad_norm": 16.12794303894043,
872
+ "learning_rate": 1.4894547325102881e-05,
873
+ "loss": 0.4614,
874
+ "step": 2850
875
+ },
876
+ {
877
+ "epoch": 6.655092592592593,
878
+ "grad_norm": 16.306272506713867,
879
+ "learning_rate": 1.4830246913580248e-05,
880
+ "loss": 0.4043,
881
+ "step": 2875
882
+ },
883
+ {
884
+ "epoch": 6.712962962962963,
885
+ "grad_norm": 0.3289198875427246,
886
+ "learning_rate": 1.4765946502057615e-05,
887
+ "loss": 0.4885,
888
+ "step": 2900
889
+ },
890
+ {
891
+ "epoch": 6.770833333333333,
892
+ "grad_norm": 0.8487572073936462,
893
+ "learning_rate": 1.470164609053498e-05,
894
+ "loss": 0.4968,
895
+ "step": 2925
896
+ },
897
+ {
898
+ "epoch": 6.828703703703704,
899
+ "grad_norm": 0.2003978192806244,
900
+ "learning_rate": 1.4637345679012347e-05,
901
+ "loss": 0.5091,
902
+ "step": 2950
903
+ },
904
+ {
905
+ "epoch": 6.886574074074074,
906
+ "grad_norm": 0.16362027823925018,
907
+ "learning_rate": 1.4573045267489714e-05,
908
+ "loss": 0.3433,
909
+ "step": 2975
910
+ },
911
+ {
912
+ "epoch": 6.944444444444445,
913
+ "grad_norm": 218.46780395507812,
914
+ "learning_rate": 1.4508744855967079e-05,
915
+ "loss": 0.4131,
916
+ "step": 3000
917
+ },
918
+ {
919
+ "epoch": 7.0,
920
+ "eval_accuracy": 0.9505208333333334,
921
+ "eval_loss": 0.2528908848762512,
922
+ "eval_macro_f1": 0.8252686381899087,
923
+ "eval_runtime": 0.9024,
924
+ "eval_samples_per_second": 1702.075,
925
+ "eval_steps_per_second": 106.38,
926
+ "eval_weighted_f1": 0.9495795577413876,
927
+ "step": 3024
928
+ },
929
+ {
930
+ "epoch": 7.002314814814815,
931
+ "grad_norm": 0.24196836352348328,
932
+ "learning_rate": 1.4444444444444446e-05,
933
+ "loss": 0.524,
934
+ "step": 3025
935
+ },
936
+ {
937
+ "epoch": 7.060185185185185,
938
+ "grad_norm": 2.4255270957946777,
939
+ "learning_rate": 1.4380144032921813e-05,
940
+ "loss": 0.2824,
941
+ "step": 3050
942
+ },
943
+ {
944
+ "epoch": 7.118055555555555,
945
+ "grad_norm": 2.3567252159118652,
946
+ "learning_rate": 1.431584362139918e-05,
947
+ "loss": 0.2641,
948
+ "step": 3075
949
+ },
950
+ {
951
+ "epoch": 7.175925925925926,
952
+ "grad_norm": 3.121429443359375,
953
+ "learning_rate": 1.4251543209876545e-05,
954
+ "loss": 0.4793,
955
+ "step": 3100
956
+ },
957
+ {
958
+ "epoch": 7.233796296296297,
959
+ "grad_norm": 0.1446550488471985,
960
+ "learning_rate": 1.4187242798353911e-05,
961
+ "loss": 0.2315,
962
+ "step": 3125
963
+ },
964
+ {
965
+ "epoch": 7.291666666666667,
966
+ "grad_norm": 1.926067590713501,
967
+ "learning_rate": 1.4122942386831278e-05,
968
+ "loss": 0.3161,
969
+ "step": 3150
970
+ },
971
+ {
972
+ "epoch": 7.349537037037037,
973
+ "grad_norm": 61.44171142578125,
974
+ "learning_rate": 1.4058641975308642e-05,
975
+ "loss": 0.1749,
976
+ "step": 3175
977
+ },
978
+ {
979
+ "epoch": 7.407407407407407,
980
+ "grad_norm": 0.07814063876867294,
981
+ "learning_rate": 1.3994341563786009e-05,
982
+ "loss": 0.2719,
983
+ "step": 3200
984
+ },
985
+ {
986
+ "epoch": 7.465277777777778,
987
+ "grad_norm": 0.08427251875400543,
988
+ "learning_rate": 1.3930041152263375e-05,
989
+ "loss": 0.2349,
990
+ "step": 3225
991
+ },
992
+ {
993
+ "epoch": 7.523148148148148,
994
+ "grad_norm": 0.132528617978096,
995
+ "learning_rate": 1.3865740740740742e-05,
996
+ "loss": 0.5286,
997
+ "step": 3250
998
+ },
999
+ {
1000
+ "epoch": 7.581018518518518,
1001
+ "grad_norm": 0.19050949811935425,
1002
+ "learning_rate": 1.3801440329218107e-05,
1003
+ "loss": 0.3042,
1004
+ "step": 3275
1005
+ },
1006
+ {
1007
+ "epoch": 7.638888888888889,
1008
+ "grad_norm": 33.442047119140625,
1009
+ "learning_rate": 1.3737139917695474e-05,
1010
+ "loss": 0.5667,
1011
+ "step": 3300
1012
+ },
1013
+ {
1014
+ "epoch": 7.6967592592592595,
1015
+ "grad_norm": 0.3001527488231659,
1016
+ "learning_rate": 1.3672839506172841e-05,
1017
+ "loss": 0.3558,
1018
+ "step": 3325
1019
+ },
1020
+ {
1021
+ "epoch": 7.75462962962963,
1022
+ "grad_norm": 0.10103724151849747,
1023
+ "learning_rate": 1.3608539094650206e-05,
1024
+ "loss": 0.4449,
1025
+ "step": 3350
1026
+ },
1027
+ {
1028
+ "epoch": 7.8125,
1029
+ "grad_norm": 62.654327392578125,
1030
+ "learning_rate": 1.3544238683127573e-05,
1031
+ "loss": 0.2908,
1032
+ "step": 3375
1033
+ },
1034
+ {
1035
+ "epoch": 7.87037037037037,
1036
+ "grad_norm": 0.11524419486522675,
1037
+ "learning_rate": 1.347993827160494e-05,
1038
+ "loss": 0.3451,
1039
+ "step": 3400
1040
+ },
1041
+ {
1042
+ "epoch": 7.9282407407407405,
1043
+ "grad_norm": 0.069953054189682,
1044
+ "learning_rate": 1.3415637860082307e-05,
1045
+ "loss": 0.3791,
1046
+ "step": 3425
1047
+ },
1048
+ {
1049
+ "epoch": 7.986111111111111,
1050
+ "grad_norm": 0.11564886569976807,
1051
+ "learning_rate": 1.3351337448559672e-05,
1052
+ "loss": 0.3311,
1053
+ "step": 3450
1054
+ },
1055
+ {
1056
+ "epoch": 8.0,
1057
+ "eval_accuracy": 0.9479166666666666,
1058
+ "eval_loss": 0.2920614778995514,
1059
+ "eval_macro_f1": 0.8200530692795899,
1060
+ "eval_runtime": 0.9054,
1061
+ "eval_samples_per_second": 1696.564,
1062
+ "eval_steps_per_second": 106.035,
1063
+ "eval_weighted_f1": 0.9466911138342452,
1064
+ "step": 3456
1065
+ },
1066
+ {
1067
+ "epoch": 8.043981481481481,
1068
+ "grad_norm": 0.17939063906669617,
1069
+ "learning_rate": 1.3287037037037039e-05,
1070
+ "loss": 0.1105,
1071
+ "step": 3475
1072
+ },
1073
+ {
1074
+ "epoch": 8.101851851851851,
1075
+ "grad_norm": 0.18473269045352936,
1076
+ "learning_rate": 1.3222736625514405e-05,
1077
+ "loss": 0.3775,
1078
+ "step": 3500
1079
+ },
1080
+ {
1081
+ "epoch": 8.159722222222221,
1082
+ "grad_norm": 98.61026763916016,
1083
+ "learning_rate": 1.315843621399177e-05,
1084
+ "loss": 0.2719,
1085
+ "step": 3525
1086
+ },
1087
+ {
1088
+ "epoch": 8.217592592592593,
1089
+ "grad_norm": 0.9702001214027405,
1090
+ "learning_rate": 1.3094135802469137e-05,
1091
+ "loss": 0.2812,
1092
+ "step": 3550
1093
+ },
1094
+ {
1095
+ "epoch": 8.275462962962964,
1096
+ "grad_norm": 23.601049423217773,
1097
+ "learning_rate": 1.3029835390946504e-05,
1098
+ "loss": 0.2446,
1099
+ "step": 3575
1100
+ },
1101
+ {
1102
+ "epoch": 8.333333333333334,
1103
+ "grad_norm": 0.12345338612794876,
1104
+ "learning_rate": 1.2965534979423868e-05,
1105
+ "loss": 0.3504,
1106
+ "step": 3600
1107
+ },
1108
+ {
1109
+ "epoch": 8.391203703703704,
1110
+ "grad_norm": 38.49873352050781,
1111
+ "learning_rate": 1.2901234567901235e-05,
1112
+ "loss": 0.1863,
1113
+ "step": 3625
1114
+ },
1115
+ {
1116
+ "epoch": 8.449074074074074,
1117
+ "grad_norm": 74.69483947753906,
1118
+ "learning_rate": 1.2836934156378601e-05,
1119
+ "loss": 0.3509,
1120
+ "step": 3650
1121
+ },
1122
+ {
1123
+ "epoch": 8.506944444444445,
1124
+ "grad_norm": 45.72534942626953,
1125
+ "learning_rate": 1.2772633744855968e-05,
1126
+ "loss": 0.3924,
1127
+ "step": 3675
1128
+ },
1129
+ {
1130
+ "epoch": 8.564814814814815,
1131
+ "grad_norm": 2.6912403106689453,
1132
+ "learning_rate": 1.2708333333333333e-05,
1133
+ "loss": 0.3361,
1134
+ "step": 3700
1135
+ },
1136
+ {
1137
+ "epoch": 8.622685185185185,
1138
+ "grad_norm": 0.14529313147068024,
1139
+ "learning_rate": 1.26440329218107e-05,
1140
+ "loss": 0.3644,
1141
+ "step": 3725
1142
+ },
1143
+ {
1144
+ "epoch": 8.680555555555555,
1145
+ "grad_norm": 7.866279125213623,
1146
+ "learning_rate": 1.2579732510288067e-05,
1147
+ "loss": 0.3003,
1148
+ "step": 3750
1149
+ },
1150
+ {
1151
+ "epoch": 8.738425925925926,
1152
+ "grad_norm": 0.358195424079895,
1153
+ "learning_rate": 1.2515432098765432e-05,
1154
+ "loss": 0.2302,
1155
+ "step": 3775
1156
+ },
1157
+ {
1158
+ "epoch": 8.796296296296296,
1159
+ "grad_norm": 0.10957163572311401,
1160
+ "learning_rate": 1.2451131687242799e-05,
1161
+ "loss": 0.1901,
1162
+ "step": 3800
1163
+ },
1164
+ {
1165
+ "epoch": 8.854166666666666,
1166
+ "grad_norm": 2.35083270072937,
1167
+ "learning_rate": 1.2386831275720166e-05,
1168
+ "loss": 0.3523,
1169
+ "step": 3825
1170
+ },
1171
+ {
1172
+ "epoch": 8.912037037037036,
1173
+ "grad_norm": 7.252814769744873,
1174
+ "learning_rate": 1.2322530864197533e-05,
1175
+ "loss": 0.2823,
1176
+ "step": 3850
1177
+ },
1178
+ {
1179
+ "epoch": 8.969907407407408,
1180
+ "grad_norm": 4.921802997589111,
1181
+ "learning_rate": 1.2258230452674898e-05,
1182
+ "loss": 0.4327,
1183
+ "step": 3875
1184
+ },
1185
+ {
1186
+ "epoch": 9.0,
1187
+ "eval_accuracy": 0.9498697916666666,
1188
+ "eval_loss": 0.26774439215660095,
1189
+ "eval_macro_f1": 0.8263756605172182,
1190
+ "eval_runtime": 0.9167,
1191
+ "eval_samples_per_second": 1675.549,
1192
+ "eval_steps_per_second": 104.722,
1193
+ "eval_weighted_f1": 0.9493403954664693,
1194
+ "step": 3888
1195
+ }
1196
+ ],
1197
+ "logging_steps": 25,
1198
+ "max_steps": 8640,
1199
+ "num_input_tokens_seen": 0,
1200
+ "num_train_epochs": 20,
1201
+ "save_steps": 500,
1202
+ "stateful_callbacks": {
1203
+ "EarlyStoppingCallback": {
1204
+ "args": {
1205
+ "early_stopping_patience": 3,
1206
+ "early_stopping_threshold": 0.0
1207
+ },
1208
+ "attributes": {
1209
+ "early_stopping_patience_counter": 3
1210
+ }
1211
+ },
1212
+ "TrainerControl": {
1213
+ "args": {
1214
+ "should_epoch_stop": false,
1215
+ "should_evaluate": false,
1216
+ "should_log": false,
1217
+ "should_save": true,
1218
+ "should_training_stop": true
1219
+ },
1220
+ "attributes": {}
1221
+ }
1222
+ },
1223
+ "total_flos": 0.0,
1224
+ "train_batch_size": 8,
1225
+ "trial_name": null,
1226
+ "trial_params": null
1227
+ }
ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-1850/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-1850/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-1850/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "20480": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 2048,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizerFast",
54
+ "unk_token": "<unk>"
55
+ }
ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-1850/trainer_state.json ADDED
@@ -0,0 +1,616 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 1850,
3
+ "best_metric": 0.8334572921524086,
4
+ "best_model_checkpoint": "/root/VNEncoder/results/checkpoints/ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-1850",
5
+ "epoch": 5.0,
6
+ "eval_steps": 500,
7
+ "global_step": 1850,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.06765899864682003,
14
+ "grad_norm": 32.623130798339844,
15
+ "learning_rate": 6.486486486486487e-07,
16
+ "loss": 4.2903,
17
+ "step": 25
18
+ },
19
+ {
20
+ "epoch": 0.13531799729364005,
21
+ "grad_norm": 32.07653045654297,
22
+ "learning_rate": 1.3243243243243246e-06,
23
+ "loss": 4.0046,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 0.2029769959404601,
28
+ "grad_norm": 27.520421981811523,
29
+ "learning_rate": 2.0000000000000003e-06,
30
+ "loss": 3.7296,
31
+ "step": 75
32
+ },
33
+ {
34
+ "epoch": 0.2706359945872801,
35
+ "grad_norm": 398.8569030761719,
36
+ "learning_rate": 2.6756756756756757e-06,
37
+ "loss": 3.3633,
38
+ "step": 100
39
+ },
40
+ {
41
+ "epoch": 0.3382949932341001,
42
+ "grad_norm": 25.857133865356445,
43
+ "learning_rate": 3.351351351351352e-06,
44
+ "loss": 3.1161,
45
+ "step": 125
46
+ },
47
+ {
48
+ "epoch": 0.4059539918809202,
49
+ "grad_norm": 246.95225524902344,
50
+ "learning_rate": 4.027027027027028e-06,
51
+ "loss": 2.9379,
52
+ "step": 150
53
+ },
54
+ {
55
+ "epoch": 0.4736129905277402,
56
+ "grad_norm": 27.746816635131836,
57
+ "learning_rate": 4.702702702702703e-06,
58
+ "loss": 2.4868,
59
+ "step": 175
60
+ },
61
+ {
62
+ "epoch": 0.5412719891745602,
63
+ "grad_norm": 41.030399322509766,
64
+ "learning_rate": 5.378378378378378e-06,
65
+ "loss": 1.9473,
66
+ "step": 200
67
+ },
68
+ {
69
+ "epoch": 0.6089309878213802,
70
+ "grad_norm": 45.39463806152344,
71
+ "learning_rate": 6.054054054054055e-06,
72
+ "loss": 1.6008,
73
+ "step": 225
74
+ },
75
+ {
76
+ "epoch": 0.6765899864682002,
77
+ "grad_norm": 19.919504165649414,
78
+ "learning_rate": 6.729729729729731e-06,
79
+ "loss": 1.57,
80
+ "step": 250
81
+ },
82
+ {
83
+ "epoch": 0.7442489851150202,
84
+ "grad_norm": 85.55883026123047,
85
+ "learning_rate": 7.4054054054054055e-06,
86
+ "loss": 1.3967,
87
+ "step": 275
88
+ },
89
+ {
90
+ "epoch": 0.8119079837618404,
91
+ "grad_norm": 26.684171676635742,
92
+ "learning_rate": 8.081081081081081e-06,
93
+ "loss": 1.3399,
94
+ "step": 300
95
+ },
96
+ {
97
+ "epoch": 0.8795669824086604,
98
+ "grad_norm": 82.3696517944336,
99
+ "learning_rate": 8.756756756756759e-06,
100
+ "loss": 1.2293,
101
+ "step": 325
102
+ },
103
+ {
104
+ "epoch": 0.9472259810554804,
105
+ "grad_norm": 35.49351119995117,
106
+ "learning_rate": 9.432432432432433e-06,
107
+ "loss": 1.3651,
108
+ "step": 350
109
+ },
110
+ {
111
+ "epoch": 1.0,
112
+ "eval_accuracy": 0.9200913242009132,
113
+ "eval_loss": 0.26375502347946167,
114
+ "eval_macro_f1": 0.6803095972494654,
115
+ "eval_runtime": 0.8041,
116
+ "eval_samples_per_second": 1634.029,
117
+ "eval_steps_per_second": 103.215,
118
+ "eval_weighted_f1": 0.906108673352771,
119
+ "step": 370
120
+ },
121
+ {
122
+ "epoch": 1.013531799729364,
123
+ "grad_norm": 26.559459686279297,
124
+ "learning_rate": 1.0108108108108109e-05,
125
+ "loss": 0.9871,
126
+ "step": 375
127
+ },
128
+ {
129
+ "epoch": 1.0811907983761841,
130
+ "grad_norm": 60.349151611328125,
131
+ "learning_rate": 1.0783783783783786e-05,
132
+ "loss": 0.9877,
133
+ "step": 400
134
+ },
135
+ {
136
+ "epoch": 1.148849797023004,
137
+ "grad_norm": 41.36415100097656,
138
+ "learning_rate": 1.1459459459459462e-05,
139
+ "loss": 1.1243,
140
+ "step": 425
141
+ },
142
+ {
143
+ "epoch": 1.2165087956698242,
144
+ "grad_norm": 49.0471076965332,
145
+ "learning_rate": 1.2135135135135136e-05,
146
+ "loss": 1.0819,
147
+ "step": 450
148
+ },
149
+ {
150
+ "epoch": 1.284167794316644,
151
+ "grad_norm": 40.75639724731445,
152
+ "learning_rate": 1.2810810810810812e-05,
153
+ "loss": 1.0397,
154
+ "step": 475
155
+ },
156
+ {
157
+ "epoch": 1.3518267929634642,
158
+ "grad_norm": 45.45246887207031,
159
+ "learning_rate": 1.3486486486486487e-05,
160
+ "loss": 0.9071,
161
+ "step": 500
162
+ },
163
+ {
164
+ "epoch": 1.419485791610284,
165
+ "grad_norm": 41.182037353515625,
166
+ "learning_rate": 1.4162162162162163e-05,
167
+ "loss": 0.9268,
168
+ "step": 525
169
+ },
170
+ {
171
+ "epoch": 1.4871447902571042,
172
+ "grad_norm": 25.784265518188477,
173
+ "learning_rate": 1.4837837837837839e-05,
174
+ "loss": 0.8328,
175
+ "step": 550
176
+ },
177
+ {
178
+ "epoch": 1.5548037889039241,
179
+ "grad_norm": 40.280208587646484,
180
+ "learning_rate": 1.5513513513513513e-05,
181
+ "loss": 1.0969,
182
+ "step": 575
183
+ },
184
+ {
185
+ "epoch": 1.6224627875507442,
186
+ "grad_norm": 25.957277297973633,
187
+ "learning_rate": 1.618918918918919e-05,
188
+ "loss": 0.9494,
189
+ "step": 600
190
+ },
191
+ {
192
+ "epoch": 1.6901217861975644,
193
+ "grad_norm": 344.7492980957031,
194
+ "learning_rate": 1.6864864864864868e-05,
195
+ "loss": 0.7169,
196
+ "step": 625
197
+ },
198
+ {
199
+ "epoch": 1.7577807848443843,
200
+ "grad_norm": 38.54136657714844,
201
+ "learning_rate": 1.7540540540540542e-05,
202
+ "loss": 0.7706,
203
+ "step": 650
204
+ },
205
+ {
206
+ "epoch": 1.8254397834912042,
207
+ "grad_norm": 9.827171325683594,
208
+ "learning_rate": 1.821621621621622e-05,
209
+ "loss": 1.0181,
210
+ "step": 675
211
+ },
212
+ {
213
+ "epoch": 1.8930987821380243,
214
+ "grad_norm": 17.84044075012207,
215
+ "learning_rate": 1.8891891891891893e-05,
216
+ "loss": 0.8857,
217
+ "step": 700
218
+ },
219
+ {
220
+ "epoch": 1.9607577807848444,
221
+ "grad_norm": 16.306425094604492,
222
+ "learning_rate": 1.956756756756757e-05,
223
+ "loss": 0.9017,
224
+ "step": 725
225
+ },
226
+ {
227
+ "epoch": 2.0,
228
+ "eval_accuracy": 0.9360730593607306,
229
+ "eval_loss": 0.22536657750606537,
230
+ "eval_macro_f1": 0.7878033381341943,
231
+ "eval_runtime": 0.8676,
232
+ "eval_samples_per_second": 1514.455,
233
+ "eval_steps_per_second": 95.662,
234
+ "eval_weighted_f1": 0.931203499852228,
235
+ "step": 740
236
+ },
237
+ {
238
+ "epoch": 2.027063599458728,
239
+ "grad_norm": 21.91657257080078,
240
+ "learning_rate": 1.9972972972972974e-05,
241
+ "loss": 0.828,
242
+ "step": 750
243
+ },
244
+ {
245
+ "epoch": 2.094722598105548,
246
+ "grad_norm": 13.658709526062012,
247
+ "learning_rate": 1.98978978978979e-05,
248
+ "loss": 0.8386,
249
+ "step": 775
250
+ },
251
+ {
252
+ "epoch": 2.1623815967523683,
253
+ "grad_norm": 20.393001556396484,
254
+ "learning_rate": 1.9822822822822824e-05,
255
+ "loss": 0.7168,
256
+ "step": 800
257
+ },
258
+ {
259
+ "epoch": 2.230040595399188,
260
+ "grad_norm": 26.24353790283203,
261
+ "learning_rate": 1.974774774774775e-05,
262
+ "loss": 0.868,
263
+ "step": 825
264
+ },
265
+ {
266
+ "epoch": 2.297699594046008,
267
+ "grad_norm": 51.34505081176758,
268
+ "learning_rate": 1.9672672672672674e-05,
269
+ "loss": 0.8079,
270
+ "step": 850
271
+ },
272
+ {
273
+ "epoch": 2.365358592692828,
274
+ "grad_norm": 15.814371109008789,
275
+ "learning_rate": 1.95975975975976e-05,
276
+ "loss": 0.8553,
277
+ "step": 875
278
+ },
279
+ {
280
+ "epoch": 2.4330175913396483,
281
+ "grad_norm": 126.53368377685547,
282
+ "learning_rate": 1.9522522522522524e-05,
283
+ "loss": 0.6823,
284
+ "step": 900
285
+ },
286
+ {
287
+ "epoch": 2.500676589986468,
288
+ "grad_norm": 41.05950927734375,
289
+ "learning_rate": 1.944744744744745e-05,
290
+ "loss": 0.8344,
291
+ "step": 925
292
+ },
293
+ {
294
+ "epoch": 2.568335588633288,
295
+ "grad_norm": 62.164241790771484,
296
+ "learning_rate": 1.9372372372372375e-05,
297
+ "loss": 0.7076,
298
+ "step": 950
299
+ },
300
+ {
301
+ "epoch": 2.6359945872801083,
302
+ "grad_norm": 8.865660667419434,
303
+ "learning_rate": 1.92972972972973e-05,
304
+ "loss": 0.8253,
305
+ "step": 975
306
+ },
307
+ {
308
+ "epoch": 2.7036535859269284,
309
+ "grad_norm": 76.10330200195312,
310
+ "learning_rate": 1.9222222222222225e-05,
311
+ "loss": 0.7442,
312
+ "step": 1000
313
+ },
314
+ {
315
+ "epoch": 2.7713125845737485,
316
+ "grad_norm": 33.64796829223633,
317
+ "learning_rate": 1.914714714714715e-05,
318
+ "loss": 0.6994,
319
+ "step": 1025
320
+ },
321
+ {
322
+ "epoch": 2.838971583220568,
323
+ "grad_norm": 30.980314254760742,
324
+ "learning_rate": 1.9072072072072075e-05,
325
+ "loss": 0.6101,
326
+ "step": 1050
327
+ },
328
+ {
329
+ "epoch": 2.9066305818673883,
330
+ "grad_norm": 15.623394966125488,
331
+ "learning_rate": 1.8996996996997e-05,
332
+ "loss": 0.6298,
333
+ "step": 1075
334
+ },
335
+ {
336
+ "epoch": 2.9742895805142084,
337
+ "grad_norm": 28.45555305480957,
338
+ "learning_rate": 1.8921921921921925e-05,
339
+ "loss": 0.7647,
340
+ "step": 1100
341
+ },
342
+ {
343
+ "epoch": 3.0,
344
+ "eval_accuracy": 0.941400304414003,
345
+ "eval_loss": 0.19824136793613434,
346
+ "eval_macro_f1": 0.8233681458359056,
347
+ "eval_runtime": 0.8143,
348
+ "eval_samples_per_second": 1613.741,
349
+ "eval_steps_per_second": 101.933,
350
+ "eval_weighted_f1": 0.9381351637404532,
351
+ "step": 1110
352
+ },
353
+ {
354
+ "epoch": 3.040595399188092,
355
+ "grad_norm": 22.267269134521484,
356
+ "learning_rate": 1.884684684684685e-05,
357
+ "loss": 0.6295,
358
+ "step": 1125
359
+ },
360
+ {
361
+ "epoch": 3.108254397834912,
362
+ "grad_norm": 5.833945274353027,
363
+ "learning_rate": 1.8771771771771776e-05,
364
+ "loss": 0.751,
365
+ "step": 1150
366
+ },
367
+ {
368
+ "epoch": 3.175913396481732,
369
+ "grad_norm": 31.31974220275879,
370
+ "learning_rate": 1.86966966966967e-05,
371
+ "loss": 0.5862,
372
+ "step": 1175
373
+ },
374
+ {
375
+ "epoch": 3.243572395128552,
376
+ "grad_norm": 16.451805114746094,
377
+ "learning_rate": 1.8621621621621622e-05,
378
+ "loss": 0.5391,
379
+ "step": 1200
380
+ },
381
+ {
382
+ "epoch": 3.311231393775372,
383
+ "grad_norm": 41.02743911743164,
384
+ "learning_rate": 1.8546546546546547e-05,
385
+ "loss": 0.4772,
386
+ "step": 1225
387
+ },
388
+ {
389
+ "epoch": 3.3788903924221922,
390
+ "grad_norm": 7.986902236938477,
391
+ "learning_rate": 1.8471471471471473e-05,
392
+ "loss": 0.6664,
393
+ "step": 1250
394
+ },
395
+ {
396
+ "epoch": 3.4465493910690124,
397
+ "grad_norm": 39.761749267578125,
398
+ "learning_rate": 1.8396396396396398e-05,
399
+ "loss": 0.5925,
400
+ "step": 1275
401
+ },
402
+ {
403
+ "epoch": 3.514208389715832,
404
+ "grad_norm": 82.96751403808594,
405
+ "learning_rate": 1.8321321321321323e-05,
406
+ "loss": 0.7345,
407
+ "step": 1300
408
+ },
409
+ {
410
+ "epoch": 3.581867388362652,
411
+ "grad_norm": 63.583526611328125,
412
+ "learning_rate": 1.8246246246246248e-05,
413
+ "loss": 0.6734,
414
+ "step": 1325
415
+ },
416
+ {
417
+ "epoch": 3.6495263870094723,
418
+ "grad_norm": 15.574935913085938,
419
+ "learning_rate": 1.8171171171171173e-05,
420
+ "loss": 0.4913,
421
+ "step": 1350
422
+ },
423
+ {
424
+ "epoch": 3.7171853856562924,
425
+ "grad_norm": 46.4832649230957,
426
+ "learning_rate": 1.8096096096096098e-05,
427
+ "loss": 0.6953,
428
+ "step": 1375
429
+ },
430
+ {
431
+ "epoch": 3.7848443843031125,
432
+ "grad_norm": 53.56804275512695,
433
+ "learning_rate": 1.8021021021021023e-05,
434
+ "loss": 0.7296,
435
+ "step": 1400
436
+ },
437
+ {
438
+ "epoch": 3.852503382949932,
439
+ "grad_norm": 35.54122543334961,
440
+ "learning_rate": 1.7945945945945948e-05,
441
+ "loss": 0.6851,
442
+ "step": 1425
443
+ },
444
+ {
445
+ "epoch": 3.9201623815967523,
446
+ "grad_norm": 7.746444225311279,
447
+ "learning_rate": 1.7870870870870873e-05,
448
+ "loss": 0.3395,
449
+ "step": 1450
450
+ },
451
+ {
452
+ "epoch": 3.9878213802435725,
453
+ "grad_norm": 31.426984786987305,
454
+ "learning_rate": 1.77957957957958e-05,
455
+ "loss": 0.8226,
456
+ "step": 1475
457
+ },
458
+ {
459
+ "epoch": 4.0,
460
+ "eval_accuracy": 0.9375951293759512,
461
+ "eval_loss": 0.2378186732530594,
462
+ "eval_macro_f1": 0.8134022823330511,
463
+ "eval_runtime": 0.8834,
464
+ "eval_samples_per_second": 1487.432,
465
+ "eval_steps_per_second": 93.955,
466
+ "eval_weighted_f1": 0.935890836860281,
467
+ "step": 1480
468
+ },
469
+ {
470
+ "epoch": 4.054127198917456,
471
+ "grad_norm": 74.3106918334961,
472
+ "learning_rate": 1.7720720720720724e-05,
473
+ "loss": 0.5015,
474
+ "step": 1500
475
+ },
476
+ {
477
+ "epoch": 4.121786197564276,
478
+ "grad_norm": 7.395301342010498,
479
+ "learning_rate": 1.764564564564565e-05,
480
+ "loss": 0.54,
481
+ "step": 1525
482
+ },
483
+ {
484
+ "epoch": 4.189445196211096,
485
+ "grad_norm": 3.4349141120910645,
486
+ "learning_rate": 1.757057057057057e-05,
487
+ "loss": 0.4884,
488
+ "step": 1550
489
+ },
490
+ {
491
+ "epoch": 4.2571041948579165,
492
+ "grad_norm": 86.04708862304688,
493
+ "learning_rate": 1.7495495495495496e-05,
494
+ "loss": 0.5523,
495
+ "step": 1575
496
+ },
497
+ {
498
+ "epoch": 4.324763193504737,
499
+ "grad_norm": 43.00638198852539,
500
+ "learning_rate": 1.742042042042042e-05,
501
+ "loss": 0.4159,
502
+ "step": 1600
503
+ },
504
+ {
505
+ "epoch": 4.392422192151556,
506
+ "grad_norm": 29.275218963623047,
507
+ "learning_rate": 1.7345345345345346e-05,
508
+ "loss": 0.6589,
509
+ "step": 1625
510
+ },
511
+ {
512
+ "epoch": 4.460081190798376,
513
+ "grad_norm": 14.526114463806152,
514
+ "learning_rate": 1.727027027027027e-05,
515
+ "loss": 0.3185,
516
+ "step": 1650
517
+ },
518
+ {
519
+ "epoch": 4.527740189445196,
520
+ "grad_norm": 20.746273040771484,
521
+ "learning_rate": 1.7195195195195196e-05,
522
+ "loss": 0.674,
523
+ "step": 1675
524
+ },
525
+ {
526
+ "epoch": 4.595399188092016,
527
+ "grad_norm": 52.26481628417969,
528
+ "learning_rate": 1.712012012012012e-05,
529
+ "loss": 0.5165,
530
+ "step": 1700
531
+ },
532
+ {
533
+ "epoch": 4.663058186738836,
534
+ "grad_norm": 51.01518249511719,
535
+ "learning_rate": 1.7045045045045046e-05,
536
+ "loss": 0.4697,
537
+ "step": 1725
538
+ },
539
+ {
540
+ "epoch": 4.730717185385656,
541
+ "grad_norm": 1.2095167636871338,
542
+ "learning_rate": 1.696996996996997e-05,
543
+ "loss": 0.2753,
544
+ "step": 1750
545
+ },
546
+ {
547
+ "epoch": 4.798376184032477,
548
+ "grad_norm": 8.148855209350586,
549
+ "learning_rate": 1.6894894894894896e-05,
550
+ "loss": 0.5383,
551
+ "step": 1775
552
+ },
553
+ {
554
+ "epoch": 4.866035182679297,
555
+ "grad_norm": 31.880342483520508,
556
+ "learning_rate": 1.681981981981982e-05,
557
+ "loss": 0.631,
558
+ "step": 1800
559
+ },
560
+ {
561
+ "epoch": 4.933694181326116,
562
+ "grad_norm": 46.66429901123047,
563
+ "learning_rate": 1.6744744744744747e-05,
564
+ "loss": 0.4328,
565
+ "step": 1825
566
+ },
567
+ {
568
+ "epoch": 5.0,
569
+ "grad_norm": 3.385221481323242,
570
+ "learning_rate": 1.666966966966967e-05,
571
+ "loss": 0.5151,
572
+ "step": 1850
573
+ },
574
+ {
575
+ "epoch": 5.0,
576
+ "eval_accuracy": 0.9421613394216134,
577
+ "eval_loss": 0.2795228660106659,
578
+ "eval_macro_f1": 0.8334572921524086,
579
+ "eval_runtime": 0.8079,
580
+ "eval_samples_per_second": 1626.49,
581
+ "eval_steps_per_second": 102.739,
582
+ "eval_weighted_f1": 0.9417341544717814,
583
+ "step": 1850
584
+ }
585
+ ],
586
+ "logging_steps": 25,
587
+ "max_steps": 7400,
588
+ "num_input_tokens_seen": 0,
589
+ "num_train_epochs": 20,
590
+ "save_steps": 500,
591
+ "stateful_callbacks": {
592
+ "EarlyStoppingCallback": {
593
+ "args": {
594
+ "early_stopping_patience": 3,
595
+ "early_stopping_threshold": 0.0
596
+ },
597
+ "attributes": {
598
+ "early_stopping_patience_counter": 0
599
+ }
600
+ },
601
+ "TrainerControl": {
602
+ "args": {
603
+ "should_epoch_stop": false,
604
+ "should_evaluate": false,
605
+ "should_log": false,
606
+ "should_save": true,
607
+ "should_training_stop": false
608
+ },
609
+ "attributes": {}
610
+ }
611
+ },
612
+ "total_flos": 0.0,
613
+ "train_batch_size": 8,
614
+ "trial_name": null,
615
+ "trial_params": null
616
+ }
ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-2960/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-2960/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-2960/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "20480": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 2048,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizerFast",
54
+ "unk_token": "<unk>"
55
+ }
ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-2960/trainer_state.json ADDED
@@ -0,0 +1,957 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 1850,
3
+ "best_metric": 0.8334572921524086,
4
+ "best_model_checkpoint": "/root/VNEncoder/results/checkpoints/ood-uit_vsfc-bamibert-topic-domain-03-s44-20260827T164444Z-b6645c77/trainer/checkpoint-1850",
5
+ "epoch": 8.0,
6
+ "eval_steps": 500,
7
+ "global_step": 2960,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.06765899864682003,
14
+ "grad_norm": 32.623130798339844,
15
+ "learning_rate": 6.486486486486487e-07,
16
+ "loss": 4.2903,
17
+ "step": 25
18
+ },
19
+ {
20
+ "epoch": 0.13531799729364005,
21
+ "grad_norm": 32.07653045654297,
22
+ "learning_rate": 1.3243243243243246e-06,
23
+ "loss": 4.0046,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 0.2029769959404601,
28
+ "grad_norm": 27.520421981811523,
29
+ "learning_rate": 2.0000000000000003e-06,
30
+ "loss": 3.7296,
31
+ "step": 75
32
+ },
33
+ {
34
+ "epoch": 0.2706359945872801,
35
+ "grad_norm": 398.8569030761719,
36
+ "learning_rate": 2.6756756756756757e-06,
37
+ "loss": 3.3633,
38
+ "step": 100
39
+ },
40
+ {
41
+ "epoch": 0.3382949932341001,
42
+ "grad_norm": 25.857133865356445,
43
+ "learning_rate": 3.351351351351352e-06,
44
+ "loss": 3.1161,
45
+ "step": 125
46
+ },
47
+ {
48
+ "epoch": 0.4059539918809202,
49
+ "grad_norm": 246.95225524902344,
50
+ "learning_rate": 4.027027027027028e-06,
51
+ "loss": 2.9379,
52
+ "step": 150
53
+ },
54
+ {
55
+ "epoch": 0.4736129905277402,
56
+ "grad_norm": 27.746816635131836,
57
+ "learning_rate": 4.702702702702703e-06,
58
+ "loss": 2.4868,
59
+ "step": 175
60
+ },
61
+ {
62
+ "epoch": 0.5412719891745602,
63
+ "grad_norm": 41.030399322509766,
64
+ "learning_rate": 5.378378378378378e-06,
65
+ "loss": 1.9473,
66
+ "step": 200
67
+ },
68
+ {
69
+ "epoch": 0.6089309878213802,
70
+ "grad_norm": 45.39463806152344,
71
+ "learning_rate": 6.054054054054055e-06,
72
+ "loss": 1.6008,
73
+ "step": 225
74
+ },
75
+ {
76
+ "epoch": 0.6765899864682002,
77
+ "grad_norm": 19.919504165649414,
78
+ "learning_rate": 6.729729729729731e-06,
79
+ "loss": 1.57,
80
+ "step": 250
81
+ },
82
+ {
83
+ "epoch": 0.7442489851150202,
84
+ "grad_norm": 85.55883026123047,
85
+ "learning_rate": 7.4054054054054055e-06,
86
+ "loss": 1.3967,
87
+ "step": 275
88
+ },
89
+ {
90
+ "epoch": 0.8119079837618404,
91
+ "grad_norm": 26.684171676635742,
92
+ "learning_rate": 8.081081081081081e-06,
93
+ "loss": 1.3399,
94
+ "step": 300
95
+ },
96
+ {
97
+ "epoch": 0.8795669824086604,
98
+ "grad_norm": 82.3696517944336,
99
+ "learning_rate": 8.756756756756759e-06,
100
+ "loss": 1.2293,
101
+ "step": 325
102
+ },
103
+ {
104
+ "epoch": 0.9472259810554804,
105
+ "grad_norm": 35.49351119995117,
106
+ "learning_rate": 9.432432432432433e-06,
107
+ "loss": 1.3651,
108
+ "step": 350
109
+ },
110
+ {
111
+ "epoch": 1.0,
112
+ "eval_accuracy": 0.9200913242009132,
113
+ "eval_loss": 0.26375502347946167,
114
+ "eval_macro_f1": 0.6803095972494654,
115
+ "eval_runtime": 0.8041,
116
+ "eval_samples_per_second": 1634.029,
117
+ "eval_steps_per_second": 103.215,
118
+ "eval_weighted_f1": 0.906108673352771,
119
+ "step": 370
120
+ },
121
+ {
122
+ "epoch": 1.013531799729364,
123
+ "grad_norm": 26.559459686279297,
124
+ "learning_rate": 1.0108108108108109e-05,
125
+ "loss": 0.9871,
126
+ "step": 375
127
+ },
128
+ {
129
+ "epoch": 1.0811907983761841,
130
+ "grad_norm": 60.349151611328125,
131
+ "learning_rate": 1.0783783783783786e-05,
132
+ "loss": 0.9877,
133
+ "step": 400
134
+ },
135
+ {
136
+ "epoch": 1.148849797023004,
137
+ "grad_norm": 41.36415100097656,
138
+ "learning_rate": 1.1459459459459462e-05,
139
+ "loss": 1.1243,
140
+ "step": 425
141
+ },
142
+ {
143
+ "epoch": 1.2165087956698242,
144
+ "grad_norm": 49.0471076965332,
145
+ "learning_rate": 1.2135135135135136e-05,
146
+ "loss": 1.0819,
147
+ "step": 450
148
+ },
149
+ {
150
+ "epoch": 1.284167794316644,
151
+ "grad_norm": 40.75639724731445,
152
+ "learning_rate": 1.2810810810810812e-05,
153
+ "loss": 1.0397,
154
+ "step": 475
155
+ },
156
+ {
157
+ "epoch": 1.3518267929634642,
158
+ "grad_norm": 45.45246887207031,
159
+ "learning_rate": 1.3486486486486487e-05,
160
+ "loss": 0.9071,
161
+ "step": 500
162
+ },
163
+ {
164
+ "epoch": 1.419485791610284,
165
+ "grad_norm": 41.182037353515625,
166
+ "learning_rate": 1.4162162162162163e-05,
167
+ "loss": 0.9268,
168
+ "step": 525
169
+ },
170
+ {
171
+ "epoch": 1.4871447902571042,
172
+ "grad_norm": 25.784265518188477,
173
+ "learning_rate": 1.4837837837837839e-05,
174
+ "loss": 0.8328,
175
+ "step": 550
176
+ },
177
+ {
178
+ "epoch": 1.5548037889039241,
179
+ "grad_norm": 40.280208587646484,
180
+ "learning_rate": 1.5513513513513513e-05,
181
+ "loss": 1.0969,
182
+ "step": 575
183
+ },
184
+ {
185
+ "epoch": 1.6224627875507442,
186
+ "grad_norm": 25.957277297973633,
187
+ "learning_rate": 1.618918918918919e-05,
188
+ "loss": 0.9494,
189
+ "step": 600
190
+ },
191
+ {
192
+ "epoch": 1.6901217861975644,
193
+ "grad_norm": 344.7492980957031,
194
+ "learning_rate": 1.6864864864864868e-05,
195
+ "loss": 0.7169,
196
+ "step": 625
197
+ },
198
+ {
199
+ "epoch": 1.7577807848443843,
200
+ "grad_norm": 38.54136657714844,
201
+ "learning_rate": 1.7540540540540542e-05,
202
+ "loss": 0.7706,
203
+ "step": 650
204
+ },
205
+ {
206
+ "epoch": 1.8254397834912042,
207
+ "grad_norm": 9.827171325683594,
208
+ "learning_rate": 1.821621621621622e-05,
209
+ "loss": 1.0181,
210
+ "step": 675
211
+ },
212
+ {
213
+ "epoch": 1.8930987821380243,
214
+ "grad_norm": 17.84044075012207,
215
+ "learning_rate": 1.8891891891891893e-05,
216
+ "loss": 0.8857,
217
+ "step": 700
218
+ },
219
+ {
220
+ "epoch": 1.9607577807848444,
221
+ "grad_norm": 16.306425094604492,
222
+ "learning_rate": 1.956756756756757e-05,
223
+ "loss": 0.9017,
224
+ "step": 725
225
+ },
226
+ {
227
+ "epoch": 2.0,
228
+ "eval_accuracy": 0.9360730593607306,
229
+ "eval_loss": 0.22536657750606537,
230
+ "eval_macro_f1": 0.7878033381341943,
231
+ "eval_runtime": 0.8676,
232
+ "eval_samples_per_second": 1514.455,
233
+ "eval_steps_per_second": 95.662,
234
+ "eval_weighted_f1": 0.931203499852228,
235
+ "step": 740
236
+ },
237
+ {
238
+ "epoch": 2.027063599458728,
239
+ "grad_norm": 21.91657257080078,
240
+ "learning_rate": 1.9972972972972974e-05,
241
+ "loss": 0.828,
242
+ "step": 750
243
+ },
244
+ {
245
+ "epoch": 2.094722598105548,
246
+ "grad_norm": 13.658709526062012,
247
+ "learning_rate": 1.98978978978979e-05,
248
+ "loss": 0.8386,
249
+ "step": 775
250
+ },
251
+ {
252
+ "epoch": 2.1623815967523683,
253
+ "grad_norm": 20.393001556396484,
254
+ "learning_rate": 1.9822822822822824e-05,
255
+ "loss": 0.7168,
256
+ "step": 800
257
+ },
258
+ {
259
+ "epoch": 2.230040595399188,
260
+ "grad_norm": 26.24353790283203,
261
+ "learning_rate": 1.974774774774775e-05,
262
+ "loss": 0.868,
263
+ "step": 825
264
+ },
265
+ {
266
+ "epoch": 2.297699594046008,
267
+ "grad_norm": 51.34505081176758,
268
+ "learning_rate": 1.9672672672672674e-05,
269
+ "loss": 0.8079,
270
+ "step": 850
271
+ },
272
+ {
273
+ "epoch": 2.365358592692828,
274
+ "grad_norm": 15.814371109008789,
275
+ "learning_rate": 1.95975975975976e-05,
276
+ "loss": 0.8553,
277
+ "step": 875
278
+ },
279
+ {
280
+ "epoch": 2.4330175913396483,
281
+ "grad_norm": 126.53368377685547,
282
+ "learning_rate": 1.9522522522522524e-05,
283
+ "loss": 0.6823,
284
+ "step": 900
285
+ },
286
+ {
287
+ "epoch": 2.500676589986468,
288
+ "grad_norm": 41.05950927734375,
289
+ "learning_rate": 1.944744744744745e-05,
290
+ "loss": 0.8344,
291
+ "step": 925
292
+ },
293
+ {
294
+ "epoch": 2.568335588633288,
295
+ "grad_norm": 62.164241790771484,
296
+ "learning_rate": 1.9372372372372375e-05,
297
+ "loss": 0.7076,
298
+ "step": 950
299
+ },
300
+ {
301
+ "epoch": 2.6359945872801083,
302
+ "grad_norm": 8.865660667419434,
303
+ "learning_rate": 1.92972972972973e-05,
304
+ "loss": 0.8253,
305
+ "step": 975
306
+ },
307
+ {
308
+ "epoch": 2.7036535859269284,
309
+ "grad_norm": 76.10330200195312,
310
+ "learning_rate": 1.9222222222222225e-05,
311
+ "loss": 0.7442,
312
+ "step": 1000
313
+ },
314
+ {
315
+ "epoch": 2.7713125845737485,
316
+ "grad_norm": 33.64796829223633,
317
+ "learning_rate": 1.914714714714715e-05,
318
+ "loss": 0.6994,
319
+ "step": 1025
320
+ },
321
+ {
322
+ "epoch": 2.838971583220568,
323
+ "grad_norm": 30.980314254760742,
324
+ "learning_rate": 1.9072072072072075e-05,
325
+ "loss": 0.6101,
326
+ "step": 1050
327
+ },
328
+ {
329
+ "epoch": 2.9066305818673883,
330
+ "grad_norm": 15.623394966125488,
331
+ "learning_rate": 1.8996996996997e-05,
332
+ "loss": 0.6298,
333
+ "step": 1075
334
+ },
335
+ {
336
+ "epoch": 2.9742895805142084,
337
+ "grad_norm": 28.45555305480957,
338
+ "learning_rate": 1.8921921921921925e-05,
339
+ "loss": 0.7647,
340
+ "step": 1100
341
+ },
342
+ {
343
+ "epoch": 3.0,
344
+ "eval_accuracy": 0.941400304414003,
345
+ "eval_loss": 0.19824136793613434,
346
+ "eval_macro_f1": 0.8233681458359056,
347
+ "eval_runtime": 0.8143,
348
+ "eval_samples_per_second": 1613.741,
349
+ "eval_steps_per_second": 101.933,
350
+ "eval_weighted_f1": 0.9381351637404532,
351
+ "step": 1110
352
+ },
353
+ {
354
+ "epoch": 3.040595399188092,
355
+ "grad_norm": 22.267269134521484,
356
+ "learning_rate": 1.884684684684685e-05,
357
+ "loss": 0.6295,
358
+ "step": 1125
359
+ },
360
+ {
361
+ "epoch": 3.108254397834912,
362
+ "grad_norm": 5.833945274353027,
363
+ "learning_rate": 1.8771771771771776e-05,
364
+ "loss": 0.751,
365
+ "step": 1150
366
+ },
367
+ {
368
+ "epoch": 3.175913396481732,
369
+ "grad_norm": 31.31974220275879,
370
+ "learning_rate": 1.86966966966967e-05,
371
+ "loss": 0.5862,
372
+ "step": 1175
373
+ },
374
+ {
375
+ "epoch": 3.243572395128552,
376
+ "grad_norm": 16.451805114746094,
377
+ "learning_rate": 1.8621621621621622e-05,
378
+ "loss": 0.5391,
379
+ "step": 1200
380
+ },
381
+ {
382
+ "epoch": 3.311231393775372,
383
+ "grad_norm": 41.02743911743164,
384
+ "learning_rate": 1.8546546546546547e-05,
385
+ "loss": 0.4772,
386
+ "step": 1225
387
+ },
388
+ {
389
+ "epoch": 3.3788903924221922,
390
+ "grad_norm": 7.986902236938477,
391
+ "learning_rate": 1.8471471471471473e-05,
392
+ "loss": 0.6664,
393
+ "step": 1250
394
+ },
395
+ {
396
+ "epoch": 3.4465493910690124,
397
+ "grad_norm": 39.761749267578125,
398
+ "learning_rate": 1.8396396396396398e-05,
399
+ "loss": 0.5925,
400
+ "step": 1275
401
+ },
402
+ {
403
+ "epoch": 3.514208389715832,
404
+ "grad_norm": 82.96751403808594,
405
+ "learning_rate": 1.8321321321321323e-05,
406
+ "loss": 0.7345,
407
+ "step": 1300
408
+ },
409
+ {
410
+ "epoch": 3.581867388362652,
411
+ "grad_norm": 63.583526611328125,
412
+ "learning_rate": 1.8246246246246248e-05,
413
+ "loss": 0.6734,
414
+ "step": 1325
415
+ },
416
+ {
417
+ "epoch": 3.6495263870094723,
418
+ "grad_norm": 15.574935913085938,
419
+ "learning_rate": 1.8171171171171173e-05,
420
+ "loss": 0.4913,
421
+ "step": 1350
422
+ },
423
+ {
424
+ "epoch": 3.7171853856562924,
425
+ "grad_norm": 46.4832649230957,
426
+ "learning_rate": 1.8096096096096098e-05,
427
+ "loss": 0.6953,
428
+ "step": 1375
429
+ },
430
+ {
431
+ "epoch": 3.7848443843031125,
432
+ "grad_norm": 53.56804275512695,
433
+ "learning_rate": 1.8021021021021023e-05,
434
+ "loss": 0.7296,
435
+ "step": 1400
436
+ },
437
+ {
438
+ "epoch": 3.852503382949932,
439
+ "grad_norm": 35.54122543334961,
440
+ "learning_rate": 1.7945945945945948e-05,
441
+ "loss": 0.6851,
442
+ "step": 1425
443
+ },
444
+ {
445
+ "epoch": 3.9201623815967523,
446
+ "grad_norm": 7.746444225311279,
447
+ "learning_rate": 1.7870870870870873e-05,
448
+ "loss": 0.3395,
449
+ "step": 1450
450
+ },
451
+ {
452
+ "epoch": 3.9878213802435725,
453
+ "grad_norm": 31.426984786987305,
454
+ "learning_rate": 1.77957957957958e-05,
455
+ "loss": 0.8226,
456
+ "step": 1475
457
+ },
458
+ {
459
+ "epoch": 4.0,
460
+ "eval_accuracy": 0.9375951293759512,
461
+ "eval_loss": 0.2378186732530594,
462
+ "eval_macro_f1": 0.8134022823330511,
463
+ "eval_runtime": 0.8834,
464
+ "eval_samples_per_second": 1487.432,
465
+ "eval_steps_per_second": 93.955,
466
+ "eval_weighted_f1": 0.935890836860281,
467
+ "step": 1480
468
+ },
469
+ {
470
+ "epoch": 4.054127198917456,
471
+ "grad_norm": 74.3106918334961,
472
+ "learning_rate": 1.7720720720720724e-05,
473
+ "loss": 0.5015,
474
+ "step": 1500
475
+ },
476
+ {
477
+ "epoch": 4.121786197564276,
478
+ "grad_norm": 7.395301342010498,
479
+ "learning_rate": 1.764564564564565e-05,
480
+ "loss": 0.54,
481
+ "step": 1525
482
+ },
483
+ {
484
+ "epoch": 4.189445196211096,
485
+ "grad_norm": 3.4349141120910645,
486
+ "learning_rate": 1.757057057057057e-05,
487
+ "loss": 0.4884,
488
+ "step": 1550
489
+ },
490
+ {
491
+ "epoch": 4.2571041948579165,
492
+ "grad_norm": 86.04708862304688,
493
+ "learning_rate": 1.7495495495495496e-05,
494
+ "loss": 0.5523,
495
+ "step": 1575
496
+ },
497
+ {
498
+ "epoch": 4.324763193504737,
499
+ "grad_norm": 43.00638198852539,
500
+ "learning_rate": 1.742042042042042e-05,
501
+ "loss": 0.4159,
502
+ "step": 1600
503
+ },
504
+ {
505
+ "epoch": 4.392422192151556,
506
+ "grad_norm": 29.275218963623047,
507
+ "learning_rate": 1.7345345345345346e-05,
508
+ "loss": 0.6589,
509
+ "step": 1625
510
+ },
511
+ {
512
+ "epoch": 4.460081190798376,
513
+ "grad_norm": 14.526114463806152,
514
+ "learning_rate": 1.727027027027027e-05,
515
+ "loss": 0.3185,
516
+ "step": 1650
517
+ },
518
+ {
519
+ "epoch": 4.527740189445196,
520
+ "grad_norm": 20.746273040771484,
521
+ "learning_rate": 1.7195195195195196e-05,
522
+ "loss": 0.674,
523
+ "step": 1675
524
+ },
525
+ {
526
+ "epoch": 4.595399188092016,
527
+ "grad_norm": 52.26481628417969,
528
+ "learning_rate": 1.712012012012012e-05,
529
+ "loss": 0.5165,
530
+ "step": 1700
531
+ },
532
+ {
533
+ "epoch": 4.663058186738836,
534
+ "grad_norm": 51.01518249511719,
535
+ "learning_rate": 1.7045045045045046e-05,
536
+ "loss": 0.4697,
537
+ "step": 1725
538
+ },
539
+ {
540
+ "epoch": 4.730717185385656,
541
+ "grad_norm": 1.2095167636871338,
542
+ "learning_rate": 1.696996996996997e-05,
543
+ "loss": 0.2753,
544
+ "step": 1750
545
+ },
546
+ {
547
+ "epoch": 4.798376184032477,
548
+ "grad_norm": 8.148855209350586,
549
+ "learning_rate": 1.6894894894894896e-05,
550
+ "loss": 0.5383,
551
+ "step": 1775
552
+ },
553
+ {
554
+ "epoch": 4.866035182679297,
555
+ "grad_norm": 31.880342483520508,
556
+ "learning_rate": 1.681981981981982e-05,
557
+ "loss": 0.631,
558
+ "step": 1800
559
+ },
560
+ {
561
+ "epoch": 4.933694181326116,
562
+ "grad_norm": 46.66429901123047,
563
+ "learning_rate": 1.6744744744744747e-05,
564
+ "loss": 0.4328,
565
+ "step": 1825
566
+ },
567
+ {
568
+ "epoch": 5.0,
569
+ "grad_norm": 3.385221481323242,
570
+ "learning_rate": 1.666966966966967e-05,
571
+ "loss": 0.5151,
572
+ "step": 1850
573
+ },
574
+ {
575
+ "epoch": 5.0,
576
+ "eval_accuracy": 0.9421613394216134,
577
+ "eval_loss": 0.2795228660106659,
578
+ "eval_macro_f1": 0.8334572921524086,
579
+ "eval_runtime": 0.8079,
580
+ "eval_samples_per_second": 1626.49,
581
+ "eval_steps_per_second": 102.739,
582
+ "eval_weighted_f1": 0.9417341544717814,
583
+ "step": 1850
584
+ },
585
+ {
586
+ "epoch": 5.06765899864682,
587
+ "grad_norm": 2.072652578353882,
588
+ "learning_rate": 1.6594594594594597e-05,
589
+ "loss": 0.2683,
590
+ "step": 1875
591
+ },
592
+ {
593
+ "epoch": 5.13531799729364,
594
+ "grad_norm": 110.49122619628906,
595
+ "learning_rate": 1.651951951951952e-05,
596
+ "loss": 0.4739,
597
+ "step": 1900
598
+ },
599
+ {
600
+ "epoch": 5.20297699594046,
601
+ "grad_norm": 0.17393624782562256,
602
+ "learning_rate": 1.6444444444444444e-05,
603
+ "loss": 0.3841,
604
+ "step": 1925
605
+ },
606
+ {
607
+ "epoch": 5.2706359945872805,
608
+ "grad_norm": 0.357155978679657,
609
+ "learning_rate": 1.636936936936937e-05,
610
+ "loss": 0.467,
611
+ "step": 1950
612
+ },
613
+ {
614
+ "epoch": 5.3382949932341,
615
+ "grad_norm": 0.53045254945755,
616
+ "learning_rate": 1.6294294294294294e-05,
617
+ "loss": 0.5235,
618
+ "step": 1975
619
+ },
620
+ {
621
+ "epoch": 5.40595399188092,
622
+ "grad_norm": 38.95998764038086,
623
+ "learning_rate": 1.621921921921922e-05,
624
+ "loss": 0.481,
625
+ "step": 2000
626
+ },
627
+ {
628
+ "epoch": 5.47361299052774,
629
+ "grad_norm": 24.88178253173828,
630
+ "learning_rate": 1.6144144144144144e-05,
631
+ "loss": 0.4468,
632
+ "step": 2025
633
+ },
634
+ {
635
+ "epoch": 5.54127198917456,
636
+ "grad_norm": 2.8248298168182373,
637
+ "learning_rate": 1.606906906906907e-05,
638
+ "loss": 0.4212,
639
+ "step": 2050
640
+ },
641
+ {
642
+ "epoch": 5.60893098782138,
643
+ "grad_norm": 436.3692321777344,
644
+ "learning_rate": 1.5993993993993994e-05,
645
+ "loss": 0.4142,
646
+ "step": 2075
647
+ },
648
+ {
649
+ "epoch": 5.6765899864682,
650
+ "grad_norm": 72.73567962646484,
651
+ "learning_rate": 1.591891891891892e-05,
652
+ "loss": 0.4046,
653
+ "step": 2100
654
+ },
655
+ {
656
+ "epoch": 5.7442489851150205,
657
+ "grad_norm": 0.16415567696094513,
658
+ "learning_rate": 1.5843843843843844e-05,
659
+ "loss": 0.3852,
660
+ "step": 2125
661
+ },
662
+ {
663
+ "epoch": 5.811907983761841,
664
+ "grad_norm": 48.390411376953125,
665
+ "learning_rate": 1.576876876876877e-05,
666
+ "loss": 0.3453,
667
+ "step": 2150
668
+ },
669
+ {
670
+ "epoch": 5.879566982408661,
671
+ "grad_norm": 14.298480987548828,
672
+ "learning_rate": 1.5693693693693695e-05,
673
+ "loss": 0.3662,
674
+ "step": 2175
675
+ },
676
+ {
677
+ "epoch": 5.94722598105548,
678
+ "grad_norm": 3.4774065017700195,
679
+ "learning_rate": 1.561861861861862e-05,
680
+ "loss": 0.4229,
681
+ "step": 2200
682
+ },
683
+ {
684
+ "epoch": 6.0,
685
+ "eval_accuracy": 0.9467275494672754,
686
+ "eval_loss": 0.2914351522922516,
687
+ "eval_macro_f1": 0.8252887725242569,
688
+ "eval_runtime": 0.7853,
689
+ "eval_samples_per_second": 1673.245,
690
+ "eval_steps_per_second": 105.692,
691
+ "eval_weighted_f1": 0.9433688451747941,
692
+ "step": 2220
693
+ },
694
+ {
695
+ "epoch": 6.013531799729364,
696
+ "grad_norm": 45.290061950683594,
697
+ "learning_rate": 1.5543543543543545e-05,
698
+ "loss": 0.59,
699
+ "step": 2225
700
+ },
701
+ {
702
+ "epoch": 6.081190798376184,
703
+ "grad_norm": 11.760050773620605,
704
+ "learning_rate": 1.546846846846847e-05,
705
+ "loss": 0.3506,
706
+ "step": 2250
707
+ },
708
+ {
709
+ "epoch": 6.148849797023004,
710
+ "grad_norm": 3.675795316696167,
711
+ "learning_rate": 1.5393393393393395e-05,
712
+ "loss": 0.3605,
713
+ "step": 2275
714
+ },
715
+ {
716
+ "epoch": 6.216508795669824,
717
+ "grad_norm": 16.916263580322266,
718
+ "learning_rate": 1.531831831831832e-05,
719
+ "loss": 0.2913,
720
+ "step": 2300
721
+ },
722
+ {
723
+ "epoch": 6.2841677943166445,
724
+ "grad_norm": 3.464608907699585,
725
+ "learning_rate": 1.5243243243243244e-05,
726
+ "loss": 0.3002,
727
+ "step": 2325
728
+ },
729
+ {
730
+ "epoch": 6.351826792963464,
731
+ "grad_norm": 0.1835533231496811,
732
+ "learning_rate": 1.5168168168168169e-05,
733
+ "loss": 0.5117,
734
+ "step": 2350
735
+ },
736
+ {
737
+ "epoch": 6.419485791610284,
738
+ "grad_norm": 0.5854179263114929,
739
+ "learning_rate": 1.5093093093093094e-05,
740
+ "loss": 0.2777,
741
+ "step": 2375
742
+ },
743
+ {
744
+ "epoch": 6.487144790257104,
745
+ "grad_norm": 9.520763397216797,
746
+ "learning_rate": 1.5018018018018019e-05,
747
+ "loss": 0.3583,
748
+ "step": 2400
749
+ },
750
+ {
751
+ "epoch": 6.554803788903924,
752
+ "grad_norm": 265.47479248046875,
753
+ "learning_rate": 1.4942942942942944e-05,
754
+ "loss": 0.5094,
755
+ "step": 2425
756
+ },
757
+ {
758
+ "epoch": 6.622462787550744,
759
+ "grad_norm": 20.088552474975586,
760
+ "learning_rate": 1.4867867867867869e-05,
761
+ "loss": 0.4087,
762
+ "step": 2450
763
+ },
764
+ {
765
+ "epoch": 6.690121786197564,
766
+ "grad_norm": 11.31855583190918,
767
+ "learning_rate": 1.4792792792792794e-05,
768
+ "loss": 0.4519,
769
+ "step": 2475
770
+ },
771
+ {
772
+ "epoch": 6.7577807848443845,
773
+ "grad_norm": 0.12511426210403442,
774
+ "learning_rate": 1.471771771771772e-05,
775
+ "loss": 0.2015,
776
+ "step": 2500
777
+ },
778
+ {
779
+ "epoch": 6.825439783491205,
780
+ "grad_norm": 166.36672973632812,
781
+ "learning_rate": 1.4642642642642644e-05,
782
+ "loss": 0.5478,
783
+ "step": 2525
784
+ },
785
+ {
786
+ "epoch": 6.893098782138025,
787
+ "grad_norm": 22.8408260345459,
788
+ "learning_rate": 1.456756756756757e-05,
789
+ "loss": 0.3431,
790
+ "step": 2550
791
+ },
792
+ {
793
+ "epoch": 6.960757780784844,
794
+ "grad_norm": 3.156623125076294,
795
+ "learning_rate": 1.4492492492492493e-05,
796
+ "loss": 0.333,
797
+ "step": 2575
798
+ },
799
+ {
800
+ "epoch": 7.0,
801
+ "eval_accuracy": 0.941400304414003,
802
+ "eval_loss": 0.3151552975177765,
803
+ "eval_macro_f1": 0.8260405352177663,
804
+ "eval_runtime": 0.787,
805
+ "eval_samples_per_second": 1669.709,
806
+ "eval_steps_per_second": 105.469,
807
+ "eval_weighted_f1": 0.9388468658329389,
808
+ "step": 2590
809
+ },
810
+ {
811
+ "epoch": 7.027063599458728,
812
+ "grad_norm": 17.512296676635742,
813
+ "learning_rate": 1.4417417417417418e-05,
814
+ "loss": 0.4989,
815
+ "step": 2600
816
+ },
817
+ {
818
+ "epoch": 7.094722598105548,
819
+ "grad_norm": 22.670480728149414,
820
+ "learning_rate": 1.4342342342342343e-05,
821
+ "loss": 0.3511,
822
+ "step": 2625
823
+ },
824
+ {
825
+ "epoch": 7.162381596752368,
826
+ "grad_norm": 25.64103126525879,
827
+ "learning_rate": 1.4267267267267268e-05,
828
+ "loss": 0.181,
829
+ "step": 2650
830
+ },
831
+ {
832
+ "epoch": 7.230040595399188,
833
+ "grad_norm": 115.15301513671875,
834
+ "learning_rate": 1.4192192192192193e-05,
835
+ "loss": 0.1558,
836
+ "step": 2675
837
+ },
838
+ {
839
+ "epoch": 7.2976995940460085,
840
+ "grad_norm": 206.58592224121094,
841
+ "learning_rate": 1.4117117117117118e-05,
842
+ "loss": 0.3703,
843
+ "step": 2700
844
+ },
845
+ {
846
+ "epoch": 7.365358592692828,
847
+ "grad_norm": 8.046409606933594,
848
+ "learning_rate": 1.4042042042042044e-05,
849
+ "loss": 0.3749,
850
+ "step": 2725
851
+ },
852
+ {
853
+ "epoch": 7.433017591339648,
854
+ "grad_norm": 3.5705652236938477,
855
+ "learning_rate": 1.3966966966966969e-05,
856
+ "loss": 0.3956,
857
+ "step": 2750
858
+ },
859
+ {
860
+ "epoch": 7.500676589986468,
861
+ "grad_norm": 21.226919174194336,
862
+ "learning_rate": 1.3891891891891894e-05,
863
+ "loss": 0.2518,
864
+ "step": 2775
865
+ },
866
+ {
867
+ "epoch": 7.568335588633288,
868
+ "grad_norm": 3.3003616333007812,
869
+ "learning_rate": 1.3816816816816819e-05,
870
+ "loss": 0.3421,
871
+ "step": 2800
872
+ },
873
+ {
874
+ "epoch": 7.635994587280108,
875
+ "grad_norm": 76.74018096923828,
876
+ "learning_rate": 1.3741741741741744e-05,
877
+ "loss": 0.1933,
878
+ "step": 2825
879
+ },
880
+ {
881
+ "epoch": 7.703653585926928,
882
+ "grad_norm": 49.078487396240234,
883
+ "learning_rate": 1.3666666666666667e-05,
884
+ "loss": 0.2906,
885
+ "step": 2850
886
+ },
887
+ {
888
+ "epoch": 7.7713125845737485,
889
+ "grad_norm": 0.10225020349025726,
890
+ "learning_rate": 1.3591591591591592e-05,
891
+ "loss": 0.3641,
892
+ "step": 2875
893
+ },
894
+ {
895
+ "epoch": 7.838971583220569,
896
+ "grad_norm": 0.11365645378828049,
897
+ "learning_rate": 1.3516516516516518e-05,
898
+ "loss": 0.511,
899
+ "step": 2900
900
+ },
901
+ {
902
+ "epoch": 7.906630581867388,
903
+ "grad_norm": 7.649621963500977,
904
+ "learning_rate": 1.3441441441441443e-05,
905
+ "loss": 0.3397,
906
+ "step": 2925
907
+ },
908
+ {
909
+ "epoch": 7.974289580514208,
910
+ "grad_norm": 152.66290283203125,
911
+ "learning_rate": 1.3366366366366368e-05,
912
+ "loss": 0.2573,
913
+ "step": 2950
914
+ },
915
+ {
916
+ "epoch": 8.0,
917
+ "eval_accuracy": 0.9398782343987824,
918
+ "eval_loss": 0.32418501377105713,
919
+ "eval_macro_f1": 0.822483284455136,
920
+ "eval_runtime": 0.9584,
921
+ "eval_samples_per_second": 1371.075,
922
+ "eval_steps_per_second": 86.605,
923
+ "eval_weighted_f1": 0.9393084646548103,
924
+ "step": 2960
925
+ }
926
+ ],
927
+ "logging_steps": 25,
928
+ "max_steps": 7400,
929
+ "num_input_tokens_seen": 0,
930
+ "num_train_epochs": 20,
931
+ "save_steps": 500,
932
+ "stateful_callbacks": {
933
+ "EarlyStoppingCallback": {
934
+ "args": {
935
+ "early_stopping_patience": 3,
936
+ "early_stopping_threshold": 0.0
937
+ },
938
+ "attributes": {
939
+ "early_stopping_patience_counter": 3
940
+ }
941
+ },
942
+ "TrainerControl": {
943
+ "args": {
944
+ "should_epoch_stop": false,
945
+ "should_evaluate": false,
946
+ "should_log": false,
947
+ "should_save": true,
948
+ "should_training_stop": true
949
+ },
950
+ "attributes": {}
951
+ }
952
+ },
953
+ "total_flos": 0.0,
954
+ "train_batch_size": 8,
955
+ "trial_name": null,
956
+ "trial_params": null
957
+ }
ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-405/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-405/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-405/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "20480": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 2048,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizerFast",
54
+ "unk_token": "<unk>"
55
+ }
ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-405/trainer_state.json ADDED
@@ -0,0 +1,210 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 405,
3
+ "best_metric": 0.8188997821350763,
4
+ "best_model_checkpoint": "/root/VNEncoder/results/checkpoints/ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-405",
5
+ "epoch": 5.0,
6
+ "eval_steps": 500,
7
+ "global_step": 405,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.3115264797507788,
14
+ "grad_norm": 74.6605224609375,
15
+ "learning_rate": 2.962962962962963e-06,
16
+ "loss": 2.986,
17
+ "step": 25
18
+ },
19
+ {
20
+ "epoch": 0.6230529595015576,
21
+ "grad_norm": 32.803749084472656,
22
+ "learning_rate": 6.049382716049383e-06,
23
+ "loss": 2.5821,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 0.9345794392523364,
28
+ "grad_norm": 20.16073226928711,
29
+ "learning_rate": 9.135802469135803e-06,
30
+ "loss": 2.3097,
31
+ "step": 75
32
+ },
33
+ {
34
+ "epoch": 1.0,
35
+ "eval_accuracy": 0.7368421052631579,
36
+ "eval_loss": 0.5478172302246094,
37
+ "eval_macro_f1": 0.42424242424242425,
38
+ "eval_runtime": 0.2582,
39
+ "eval_samples_per_second": 1104.004,
40
+ "eval_steps_per_second": 69.727,
41
+ "eval_weighted_f1": 0.6251993620414673,
42
+ "step": 81
43
+ },
44
+ {
45
+ "epoch": 1.236760124610592,
46
+ "grad_norm": 25.482816696166992,
47
+ "learning_rate": 1.2222222222222224e-05,
48
+ "loss": 2.0857,
49
+ "step": 100
50
+ },
51
+ {
52
+ "epoch": 1.5482866043613708,
53
+ "grad_norm": 73.98408508300781,
54
+ "learning_rate": 1.5308641975308643e-05,
55
+ "loss": 1.9422,
56
+ "step": 125
57
+ },
58
+ {
59
+ "epoch": 1.8598130841121496,
60
+ "grad_norm": 26.87640953063965,
61
+ "learning_rate": 1.8395061728395062e-05,
62
+ "loss": 1.6741,
63
+ "step": 150
64
+ },
65
+ {
66
+ "epoch": 2.0,
67
+ "eval_accuracy": 0.8385964912280702,
68
+ "eval_loss": 0.34797748923301697,
69
+ "eval_macro_f1": 0.8031058512555569,
70
+ "eval_runtime": 0.2382,
71
+ "eval_samples_per_second": 1196.606,
72
+ "eval_steps_per_second": 75.575,
73
+ "eval_weighted_f1": 0.8427028462662123,
74
+ "step": 162
75
+ },
76
+ {
77
+ "epoch": 2.161993769470405,
78
+ "grad_norm": 29.568578720092773,
79
+ "learning_rate": 1.983539094650206e-05,
80
+ "loss": 1.4708,
81
+ "step": 175
82
+ },
83
+ {
84
+ "epoch": 2.473520249221184,
85
+ "grad_norm": 56.66224670410156,
86
+ "learning_rate": 1.9492455418381347e-05,
87
+ "loss": 1.2967,
88
+ "step": 200
89
+ },
90
+ {
91
+ "epoch": 2.7850467289719627,
92
+ "grad_norm": 26.60584831237793,
93
+ "learning_rate": 1.9149519890260632e-05,
94
+ "loss": 1.5522,
95
+ "step": 225
96
+ },
97
+ {
98
+ "epoch": 3.0,
99
+ "eval_accuracy": 0.8245614035087719,
100
+ "eval_loss": 0.3954642713069916,
101
+ "eval_macro_f1": 0.7294166793255354,
102
+ "eval_runtime": 0.2436,
103
+ "eval_samples_per_second": 1169.958,
104
+ "eval_steps_per_second": 73.892,
105
+ "eval_weighted_f1": 0.805419861365399,
106
+ "step": 243
107
+ },
108
+ {
109
+ "epoch": 3.087227414330218,
110
+ "grad_norm": 18.310441970825195,
111
+ "learning_rate": 1.8806584362139917e-05,
112
+ "loss": 1.3305,
113
+ "step": 250
114
+ },
115
+ {
116
+ "epoch": 3.398753894080997,
117
+ "grad_norm": 30.082311630249023,
118
+ "learning_rate": 1.8463648834019206e-05,
119
+ "loss": 0.9494,
120
+ "step": 275
121
+ },
122
+ {
123
+ "epoch": 3.710280373831776,
124
+ "grad_norm": 29.69948387145996,
125
+ "learning_rate": 1.812071330589849e-05,
126
+ "loss": 0.9747,
127
+ "step": 300
128
+ },
129
+ {
130
+ "epoch": 4.0,
131
+ "eval_accuracy": 0.8456140350877193,
132
+ "eval_loss": 0.3795156478881836,
133
+ "eval_macro_f1": 0.7875440498780157,
134
+ "eval_runtime": 0.241,
135
+ "eval_samples_per_second": 1182.661,
136
+ "eval_steps_per_second": 74.694,
137
+ "eval_weighted_f1": 0.8401577948666734,
138
+ "step": 324
139
+ },
140
+ {
141
+ "epoch": 4.012461059190031,
142
+ "grad_norm": 40.68852615356445,
143
+ "learning_rate": 1.7777777777777777e-05,
144
+ "loss": 0.9144,
145
+ "step": 325
146
+ },
147
+ {
148
+ "epoch": 4.32398753894081,
149
+ "grad_norm": 43.66241455078125,
150
+ "learning_rate": 1.7434842249657065e-05,
151
+ "loss": 0.6306,
152
+ "step": 350
153
+ },
154
+ {
155
+ "epoch": 4.635514018691588,
156
+ "grad_norm": 15.007004737854004,
157
+ "learning_rate": 1.7091906721536354e-05,
158
+ "loss": 0.6864,
159
+ "step": 375
160
+ },
161
+ {
162
+ "epoch": 4.947040498442368,
163
+ "grad_norm": 42.70766830444336,
164
+ "learning_rate": 1.674897119341564e-05,
165
+ "loss": 0.6598,
166
+ "step": 400
167
+ },
168
+ {
169
+ "epoch": 5.0,
170
+ "eval_accuracy": 0.8526315789473684,
171
+ "eval_loss": 0.3710324168205261,
172
+ "eval_macro_f1": 0.8188997821350763,
173
+ "eval_runtime": 0.2378,
174
+ "eval_samples_per_second": 1198.24,
175
+ "eval_steps_per_second": 75.678,
176
+ "eval_weighted_f1": 0.8559224859534457,
177
+ "step": 405
178
+ }
179
+ ],
180
+ "logging_steps": 25,
181
+ "max_steps": 1620,
182
+ "num_input_tokens_seen": 0,
183
+ "num_train_epochs": 20,
184
+ "save_steps": 500,
185
+ "stateful_callbacks": {
186
+ "EarlyStoppingCallback": {
187
+ "args": {
188
+ "early_stopping_patience": 3,
189
+ "early_stopping_threshold": 0.0
190
+ },
191
+ "attributes": {
192
+ "early_stopping_patience_counter": 0
193
+ }
194
+ },
195
+ "TrainerControl": {
196
+ "args": {
197
+ "should_epoch_stop": false,
198
+ "should_evaluate": false,
199
+ "should_log": false,
200
+ "should_save": true,
201
+ "should_training_stop": false
202
+ },
203
+ "attributes": {}
204
+ }
205
+ },
206
+ "total_flos": 0.0,
207
+ "train_batch_size": 8,
208
+ "trial_name": null,
209
+ "trial_params": null
210
+ }
ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-648/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-648/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-648/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "20480": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 2048,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizerFast",
54
+ "unk_token": "<unk>"
55
+ }
ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-648/trainer_state.json ADDED
@@ -0,0 +1,306 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 405,
3
+ "best_metric": 0.8188997821350763,
4
+ "best_model_checkpoint": "/root/VNEncoder/results/checkpoints/ood-viclickbait2025-bamibert-source-source-00-s42-20260827T171653Z-ee19aa8e/trainer/checkpoint-405",
5
+ "epoch": 8.0,
6
+ "eval_steps": 500,
7
+ "global_step": 648,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.3115264797507788,
14
+ "grad_norm": 74.6605224609375,
15
+ "learning_rate": 2.962962962962963e-06,
16
+ "loss": 2.986,
17
+ "step": 25
18
+ },
19
+ {
20
+ "epoch": 0.6230529595015576,
21
+ "grad_norm": 32.803749084472656,
22
+ "learning_rate": 6.049382716049383e-06,
23
+ "loss": 2.5821,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 0.9345794392523364,
28
+ "grad_norm": 20.16073226928711,
29
+ "learning_rate": 9.135802469135803e-06,
30
+ "loss": 2.3097,
31
+ "step": 75
32
+ },
33
+ {
34
+ "epoch": 1.0,
35
+ "eval_accuracy": 0.7368421052631579,
36
+ "eval_loss": 0.5478172302246094,
37
+ "eval_macro_f1": 0.42424242424242425,
38
+ "eval_runtime": 0.2582,
39
+ "eval_samples_per_second": 1104.004,
40
+ "eval_steps_per_second": 69.727,
41
+ "eval_weighted_f1": 0.6251993620414673,
42
+ "step": 81
43
+ },
44
+ {
45
+ "epoch": 1.236760124610592,
46
+ "grad_norm": 25.482816696166992,
47
+ "learning_rate": 1.2222222222222224e-05,
48
+ "loss": 2.0857,
49
+ "step": 100
50
+ },
51
+ {
52
+ "epoch": 1.5482866043613708,
53
+ "grad_norm": 73.98408508300781,
54
+ "learning_rate": 1.5308641975308643e-05,
55
+ "loss": 1.9422,
56
+ "step": 125
57
+ },
58
+ {
59
+ "epoch": 1.8598130841121496,
60
+ "grad_norm": 26.87640953063965,
61
+ "learning_rate": 1.8395061728395062e-05,
62
+ "loss": 1.6741,
63
+ "step": 150
64
+ },
65
+ {
66
+ "epoch": 2.0,
67
+ "eval_accuracy": 0.8385964912280702,
68
+ "eval_loss": 0.34797748923301697,
69
+ "eval_macro_f1": 0.8031058512555569,
70
+ "eval_runtime": 0.2382,
71
+ "eval_samples_per_second": 1196.606,
72
+ "eval_steps_per_second": 75.575,
73
+ "eval_weighted_f1": 0.8427028462662123,
74
+ "step": 162
75
+ },
76
+ {
77
+ "epoch": 2.161993769470405,
78
+ "grad_norm": 29.568578720092773,
79
+ "learning_rate": 1.983539094650206e-05,
80
+ "loss": 1.4708,
81
+ "step": 175
82
+ },
83
+ {
84
+ "epoch": 2.473520249221184,
85
+ "grad_norm": 56.66224670410156,
86
+ "learning_rate": 1.9492455418381347e-05,
87
+ "loss": 1.2967,
88
+ "step": 200
89
+ },
90
+ {
91
+ "epoch": 2.7850467289719627,
92
+ "grad_norm": 26.60584831237793,
93
+ "learning_rate": 1.9149519890260632e-05,
94
+ "loss": 1.5522,
95
+ "step": 225
96
+ },
97
+ {
98
+ "epoch": 3.0,
99
+ "eval_accuracy": 0.8245614035087719,
100
+ "eval_loss": 0.3954642713069916,
101
+ "eval_macro_f1": 0.7294166793255354,
102
+ "eval_runtime": 0.2436,
103
+ "eval_samples_per_second": 1169.958,
104
+ "eval_steps_per_second": 73.892,
105
+ "eval_weighted_f1": 0.805419861365399,
106
+ "step": 243
107
+ },
108
+ {
109
+ "epoch": 3.087227414330218,
110
+ "grad_norm": 18.310441970825195,
111
+ "learning_rate": 1.8806584362139917e-05,
112
+ "loss": 1.3305,
113
+ "step": 250
114
+ },
115
+ {
116
+ "epoch": 3.398753894080997,
117
+ "grad_norm": 30.082311630249023,
118
+ "learning_rate": 1.8463648834019206e-05,
119
+ "loss": 0.9494,
120
+ "step": 275
121
+ },
122
+ {
123
+ "epoch": 3.710280373831776,
124
+ "grad_norm": 29.69948387145996,
125
+ "learning_rate": 1.812071330589849e-05,
126
+ "loss": 0.9747,
127
+ "step": 300
128
+ },
129
+ {
130
+ "epoch": 4.0,
131
+ "eval_accuracy": 0.8456140350877193,
132
+ "eval_loss": 0.3795156478881836,
133
+ "eval_macro_f1": 0.7875440498780157,
134
+ "eval_runtime": 0.241,
135
+ "eval_samples_per_second": 1182.661,
136
+ "eval_steps_per_second": 74.694,
137
+ "eval_weighted_f1": 0.8401577948666734,
138
+ "step": 324
139
+ },
140
+ {
141
+ "epoch": 4.012461059190031,
142
+ "grad_norm": 40.68852615356445,
143
+ "learning_rate": 1.7777777777777777e-05,
144
+ "loss": 0.9144,
145
+ "step": 325
146
+ },
147
+ {
148
+ "epoch": 4.32398753894081,
149
+ "grad_norm": 43.66241455078125,
150
+ "learning_rate": 1.7434842249657065e-05,
151
+ "loss": 0.6306,
152
+ "step": 350
153
+ },
154
+ {
155
+ "epoch": 4.635514018691588,
156
+ "grad_norm": 15.007004737854004,
157
+ "learning_rate": 1.7091906721536354e-05,
158
+ "loss": 0.6864,
159
+ "step": 375
160
+ },
161
+ {
162
+ "epoch": 4.947040498442368,
163
+ "grad_norm": 42.70766830444336,
164
+ "learning_rate": 1.674897119341564e-05,
165
+ "loss": 0.6598,
166
+ "step": 400
167
+ },
168
+ {
169
+ "epoch": 5.0,
170
+ "eval_accuracy": 0.8526315789473684,
171
+ "eval_loss": 0.3710324168205261,
172
+ "eval_macro_f1": 0.8188997821350763,
173
+ "eval_runtime": 0.2378,
174
+ "eval_samples_per_second": 1198.24,
175
+ "eval_steps_per_second": 75.678,
176
+ "eval_weighted_f1": 0.8559224859534457,
177
+ "step": 405
178
+ },
179
+ {
180
+ "epoch": 5.249221183800623,
181
+ "grad_norm": 74.53379821777344,
182
+ "learning_rate": 1.6406035665294924e-05,
183
+ "loss": 0.4279,
184
+ "step": 425
185
+ },
186
+ {
187
+ "epoch": 5.5607476635514015,
188
+ "grad_norm": 14.357966423034668,
189
+ "learning_rate": 1.6063100137174213e-05,
190
+ "loss": 0.4402,
191
+ "step": 450
192
+ },
193
+ {
194
+ "epoch": 5.872274143302181,
195
+ "grad_norm": 93.94502258300781,
196
+ "learning_rate": 1.5720164609053498e-05,
197
+ "loss": 0.4423,
198
+ "step": 475
199
+ },
200
+ {
201
+ "epoch": 6.0,
202
+ "eval_accuracy": 0.8421052631578947,
203
+ "eval_loss": 0.5149381160736084,
204
+ "eval_macro_f1": 0.8022084792029733,
205
+ "eval_runtime": 0.231,
206
+ "eval_samples_per_second": 1233.665,
207
+ "eval_steps_per_second": 77.916,
208
+ "eval_weighted_f1": 0.8442871185304294,
209
+ "step": 486
210
+ },
211
+ {
212
+ "epoch": 6.174454828660436,
213
+ "grad_norm": 49.509578704833984,
214
+ "learning_rate": 1.5377229080932784e-05,
215
+ "loss": 0.5305,
216
+ "step": 500
217
+ },
218
+ {
219
+ "epoch": 6.485981308411215,
220
+ "grad_norm": 88.38027954101562,
221
+ "learning_rate": 1.5034293552812072e-05,
222
+ "loss": 0.3848,
223
+ "step": 525
224
+ },
225
+ {
226
+ "epoch": 6.797507788161994,
227
+ "grad_norm": 106.94081115722656,
228
+ "learning_rate": 1.469135802469136e-05,
229
+ "loss": 0.3015,
230
+ "step": 550
231
+ },
232
+ {
233
+ "epoch": 7.0,
234
+ "eval_accuracy": 0.8421052631578947,
235
+ "eval_loss": 0.712656557559967,
236
+ "eval_macro_f1": 0.7793396534815299,
237
+ "eval_runtime": 0.2385,
238
+ "eval_samples_per_second": 1195.01,
239
+ "eval_steps_per_second": 75.474,
240
+ "eval_weighted_f1": 0.8350854252335643,
241
+ "step": 567
242
+ },
243
+ {
244
+ "epoch": 7.099688473520249,
245
+ "grad_norm": 87.89366149902344,
246
+ "learning_rate": 1.4348422496570646e-05,
247
+ "loss": 0.2763,
248
+ "step": 575
249
+ },
250
+ {
251
+ "epoch": 7.411214953271028,
252
+ "grad_norm": 102.92950439453125,
253
+ "learning_rate": 1.4005486968449933e-05,
254
+ "loss": 0.4516,
255
+ "step": 600
256
+ },
257
+ {
258
+ "epoch": 7.722741433021807,
259
+ "grad_norm": 2.066065788269043,
260
+ "learning_rate": 1.366255144032922e-05,
261
+ "loss": 0.4423,
262
+ "step": 625
263
+ },
264
+ {
265
+ "epoch": 8.0,
266
+ "eval_accuracy": 0.8385964912280702,
267
+ "eval_loss": 0.7841327786445618,
268
+ "eval_macro_f1": 0.7953608891108891,
269
+ "eval_runtime": 0.257,
270
+ "eval_samples_per_second": 1108.74,
271
+ "eval_steps_per_second": 70.026,
272
+ "eval_weighted_f1": 0.8399166622850833,
273
+ "step": 648
274
+ }
275
+ ],
276
+ "logging_steps": 25,
277
+ "max_steps": 1620,
278
+ "num_input_tokens_seen": 0,
279
+ "num_train_epochs": 20,
280
+ "save_steps": 500,
281
+ "stateful_callbacks": {
282
+ "EarlyStoppingCallback": {
283
+ "args": {
284
+ "early_stopping_patience": 3,
285
+ "early_stopping_threshold": 0.0
286
+ },
287
+ "attributes": {
288
+ "early_stopping_patience_counter": 3
289
+ }
290
+ },
291
+ "TrainerControl": {
292
+ "args": {
293
+ "should_epoch_stop": false,
294
+ "should_evaluate": false,
295
+ "should_log": false,
296
+ "should_save": true,
297
+ "should_training_stop": true
298
+ },
299
+ "attributes": {}
300
+ }
301
+ },
302
+ "total_flos": 0.0,
303
+ "train_batch_size": 8,
304
+ "trial_name": null,
305
+ "trial_params": null
306
+ }
ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-405/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-405/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-405/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "20480": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 2048,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizerFast",
54
+ "unk_token": "<unk>"
55
+ }
ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-405/trainer_state.json ADDED
@@ -0,0 +1,210 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 405,
3
+ "best_metric": 0.8243215476773775,
4
+ "best_model_checkpoint": "/root/VNEncoder/results/checkpoints/ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-405",
5
+ "epoch": 5.0,
6
+ "eval_steps": 500,
7
+ "global_step": 405,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.3115264797507788,
14
+ "grad_norm": 21.24897575378418,
15
+ "learning_rate": 2.962962962962963e-06,
16
+ "loss": 2.8071,
17
+ "step": 25
18
+ },
19
+ {
20
+ "epoch": 0.6230529595015576,
21
+ "grad_norm": 32.491214752197266,
22
+ "learning_rate": 6.049382716049383e-06,
23
+ "loss": 2.5157,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 0.9345794392523364,
28
+ "grad_norm": 18.924034118652344,
29
+ "learning_rate": 9.135802469135803e-06,
30
+ "loss": 2.3872,
31
+ "step": 75
32
+ },
33
+ {
34
+ "epoch": 1.0,
35
+ "eval_accuracy": 0.7403508771929824,
36
+ "eval_loss": 0.5790091156959534,
37
+ "eval_macro_f1": 0.45043777360850534,
38
+ "eval_runtime": 0.2698,
39
+ "eval_samples_per_second": 1056.272,
40
+ "eval_steps_per_second": 66.712,
41
+ "eval_weighted_f1": 0.639511536815773,
42
+ "step": 81
43
+ },
44
+ {
45
+ "epoch": 1.236760124610592,
46
+ "grad_norm": 20.041439056396484,
47
+ "learning_rate": 1.2222222222222224e-05,
48
+ "loss": 2.2483,
49
+ "step": 100
50
+ },
51
+ {
52
+ "epoch": 1.5482866043613708,
53
+ "grad_norm": 51.579586029052734,
54
+ "learning_rate": 1.5308641975308643e-05,
55
+ "loss": 2.2483,
56
+ "step": 125
57
+ },
58
+ {
59
+ "epoch": 1.8598130841121496,
60
+ "grad_norm": 30.99344253540039,
61
+ "learning_rate": 1.8395061728395062e-05,
62
+ "loss": 1.9011,
63
+ "step": 150
64
+ },
65
+ {
66
+ "epoch": 2.0,
67
+ "eval_accuracy": 0.8035087719298246,
68
+ "eval_loss": 0.38539478182792664,
69
+ "eval_macro_f1": 0.7147147147147147,
70
+ "eval_runtime": 0.2679,
71
+ "eval_samples_per_second": 1063.94,
72
+ "eval_steps_per_second": 67.196,
73
+ "eval_weighted_f1": 0.7901058953690533,
74
+ "step": 162
75
+ },
76
+ {
77
+ "epoch": 2.161993769470405,
78
+ "grad_norm": 46.52235794067383,
79
+ "learning_rate": 1.983539094650206e-05,
80
+ "loss": 1.6991,
81
+ "step": 175
82
+ },
83
+ {
84
+ "epoch": 2.473520249221184,
85
+ "grad_norm": 30.829317092895508,
86
+ "learning_rate": 1.9492455418381347e-05,
87
+ "loss": 1.3303,
88
+ "step": 200
89
+ },
90
+ {
91
+ "epoch": 2.7850467289719627,
92
+ "grad_norm": 33.438621520996094,
93
+ "learning_rate": 1.9149519890260632e-05,
94
+ "loss": 1.4532,
95
+ "step": 225
96
+ },
97
+ {
98
+ "epoch": 3.0,
99
+ "eval_accuracy": 0.8175438596491228,
100
+ "eval_loss": 0.38704320788383484,
101
+ "eval_macro_f1": 0.7489156953103822,
102
+ "eval_runtime": 0.2519,
103
+ "eval_samples_per_second": 1131.462,
104
+ "eval_steps_per_second": 71.461,
105
+ "eval_weighted_f1": 0.8110955757515231,
106
+ "step": 243
107
+ },
108
+ {
109
+ "epoch": 3.087227414330218,
110
+ "grad_norm": 35.07852554321289,
111
+ "learning_rate": 1.8806584362139917e-05,
112
+ "loss": 1.2798,
113
+ "step": 250
114
+ },
115
+ {
116
+ "epoch": 3.398753894080997,
117
+ "grad_norm": 46.10211944580078,
118
+ "learning_rate": 1.8463648834019206e-05,
119
+ "loss": 1.1157,
120
+ "step": 275
121
+ },
122
+ {
123
+ "epoch": 3.710280373831776,
124
+ "grad_norm": 50.647193908691406,
125
+ "learning_rate": 1.812071330589849e-05,
126
+ "loss": 0.9991,
127
+ "step": 300
128
+ },
129
+ {
130
+ "epoch": 4.0,
131
+ "eval_accuracy": 0.8491228070175438,
132
+ "eval_loss": 0.35041648149490356,
133
+ "eval_macro_f1": 0.8046358143761259,
134
+ "eval_runtime": 0.2684,
135
+ "eval_samples_per_second": 1061.804,
136
+ "eval_steps_per_second": 67.061,
137
+ "eval_weighted_f1": 0.8487956967775334,
138
+ "step": 324
139
+ },
140
+ {
141
+ "epoch": 4.012461059190031,
142
+ "grad_norm": 16.286457061767578,
143
+ "learning_rate": 1.7777777777777777e-05,
144
+ "loss": 0.9097,
145
+ "step": 325
146
+ },
147
+ {
148
+ "epoch": 4.32398753894081,
149
+ "grad_norm": 57.44338607788086,
150
+ "learning_rate": 1.7434842249657065e-05,
151
+ "loss": 0.7571,
152
+ "step": 350
153
+ },
154
+ {
155
+ "epoch": 4.635514018691588,
156
+ "grad_norm": 71.78002166748047,
157
+ "learning_rate": 1.7091906721536354e-05,
158
+ "loss": 0.7307,
159
+ "step": 375
160
+ },
161
+ {
162
+ "epoch": 4.947040498442368,
163
+ "grad_norm": 18.25688934326172,
164
+ "learning_rate": 1.674897119341564e-05,
165
+ "loss": 1.0148,
166
+ "step": 400
167
+ },
168
+ {
169
+ "epoch": 5.0,
170
+ "eval_accuracy": 0.8631578947368421,
171
+ "eval_loss": 0.3332683742046356,
172
+ "eval_macro_f1": 0.8243215476773775,
173
+ "eval_runtime": 0.2875,
174
+ "eval_samples_per_second": 991.363,
175
+ "eval_steps_per_second": 62.612,
176
+ "eval_weighted_f1": 0.8634477182223605,
177
+ "step": 405
178
+ }
179
+ ],
180
+ "logging_steps": 25,
181
+ "max_steps": 1620,
182
+ "num_input_tokens_seen": 0,
183
+ "num_train_epochs": 20,
184
+ "save_steps": 500,
185
+ "stateful_callbacks": {
186
+ "EarlyStoppingCallback": {
187
+ "args": {
188
+ "early_stopping_patience": 3,
189
+ "early_stopping_threshold": 0.0
190
+ },
191
+ "attributes": {
192
+ "early_stopping_patience_counter": 0
193
+ }
194
+ },
195
+ "TrainerControl": {
196
+ "args": {
197
+ "should_epoch_stop": false,
198
+ "should_evaluate": false,
199
+ "should_log": false,
200
+ "should_save": true,
201
+ "should_training_stop": false
202
+ },
203
+ "attributes": {}
204
+ }
205
+ },
206
+ "total_flos": 0.0,
207
+ "train_batch_size": 8,
208
+ "trial_name": null,
209
+ "trial_params": null
210
+ }
ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-648/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-648/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-648/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "20480": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 2048,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizerFast",
54
+ "unk_token": "<unk>"
55
+ }
ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-648/trainer_state.json ADDED
@@ -0,0 +1,306 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 405,
3
+ "best_metric": 0.8243215476773775,
4
+ "best_model_checkpoint": "/root/VNEncoder/results/checkpoints/ood-viclickbait2025-bamibert-source-source-00-s43-20260827T172817Z-32d744c6/trainer/checkpoint-405",
5
+ "epoch": 8.0,
6
+ "eval_steps": 500,
7
+ "global_step": 648,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.3115264797507788,
14
+ "grad_norm": 21.24897575378418,
15
+ "learning_rate": 2.962962962962963e-06,
16
+ "loss": 2.8071,
17
+ "step": 25
18
+ },
19
+ {
20
+ "epoch": 0.6230529595015576,
21
+ "grad_norm": 32.491214752197266,
22
+ "learning_rate": 6.049382716049383e-06,
23
+ "loss": 2.5157,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 0.9345794392523364,
28
+ "grad_norm": 18.924034118652344,
29
+ "learning_rate": 9.135802469135803e-06,
30
+ "loss": 2.3872,
31
+ "step": 75
32
+ },
33
+ {
34
+ "epoch": 1.0,
35
+ "eval_accuracy": 0.7403508771929824,
36
+ "eval_loss": 0.5790091156959534,
37
+ "eval_macro_f1": 0.45043777360850534,
38
+ "eval_runtime": 0.2698,
39
+ "eval_samples_per_second": 1056.272,
40
+ "eval_steps_per_second": 66.712,
41
+ "eval_weighted_f1": 0.639511536815773,
42
+ "step": 81
43
+ },
44
+ {
45
+ "epoch": 1.236760124610592,
46
+ "grad_norm": 20.041439056396484,
47
+ "learning_rate": 1.2222222222222224e-05,
48
+ "loss": 2.2483,
49
+ "step": 100
50
+ },
51
+ {
52
+ "epoch": 1.5482866043613708,
53
+ "grad_norm": 51.579586029052734,
54
+ "learning_rate": 1.5308641975308643e-05,
55
+ "loss": 2.2483,
56
+ "step": 125
57
+ },
58
+ {
59
+ "epoch": 1.8598130841121496,
60
+ "grad_norm": 30.99344253540039,
61
+ "learning_rate": 1.8395061728395062e-05,
62
+ "loss": 1.9011,
63
+ "step": 150
64
+ },
65
+ {
66
+ "epoch": 2.0,
67
+ "eval_accuracy": 0.8035087719298246,
68
+ "eval_loss": 0.38539478182792664,
69
+ "eval_macro_f1": 0.7147147147147147,
70
+ "eval_runtime": 0.2679,
71
+ "eval_samples_per_second": 1063.94,
72
+ "eval_steps_per_second": 67.196,
73
+ "eval_weighted_f1": 0.7901058953690533,
74
+ "step": 162
75
+ },
76
+ {
77
+ "epoch": 2.161993769470405,
78
+ "grad_norm": 46.52235794067383,
79
+ "learning_rate": 1.983539094650206e-05,
80
+ "loss": 1.6991,
81
+ "step": 175
82
+ },
83
+ {
84
+ "epoch": 2.473520249221184,
85
+ "grad_norm": 30.829317092895508,
86
+ "learning_rate": 1.9492455418381347e-05,
87
+ "loss": 1.3303,
88
+ "step": 200
89
+ },
90
+ {
91
+ "epoch": 2.7850467289719627,
92
+ "grad_norm": 33.438621520996094,
93
+ "learning_rate": 1.9149519890260632e-05,
94
+ "loss": 1.4532,
95
+ "step": 225
96
+ },
97
+ {
98
+ "epoch": 3.0,
99
+ "eval_accuracy": 0.8175438596491228,
100
+ "eval_loss": 0.38704320788383484,
101
+ "eval_macro_f1": 0.7489156953103822,
102
+ "eval_runtime": 0.2519,
103
+ "eval_samples_per_second": 1131.462,
104
+ "eval_steps_per_second": 71.461,
105
+ "eval_weighted_f1": 0.8110955757515231,
106
+ "step": 243
107
+ },
108
+ {
109
+ "epoch": 3.087227414330218,
110
+ "grad_norm": 35.07852554321289,
111
+ "learning_rate": 1.8806584362139917e-05,
112
+ "loss": 1.2798,
113
+ "step": 250
114
+ },
115
+ {
116
+ "epoch": 3.398753894080997,
117
+ "grad_norm": 46.10211944580078,
118
+ "learning_rate": 1.8463648834019206e-05,
119
+ "loss": 1.1157,
120
+ "step": 275
121
+ },
122
+ {
123
+ "epoch": 3.710280373831776,
124
+ "grad_norm": 50.647193908691406,
125
+ "learning_rate": 1.812071330589849e-05,
126
+ "loss": 0.9991,
127
+ "step": 300
128
+ },
129
+ {
130
+ "epoch": 4.0,
131
+ "eval_accuracy": 0.8491228070175438,
132
+ "eval_loss": 0.35041648149490356,
133
+ "eval_macro_f1": 0.8046358143761259,
134
+ "eval_runtime": 0.2684,
135
+ "eval_samples_per_second": 1061.804,
136
+ "eval_steps_per_second": 67.061,
137
+ "eval_weighted_f1": 0.8487956967775334,
138
+ "step": 324
139
+ },
140
+ {
141
+ "epoch": 4.012461059190031,
142
+ "grad_norm": 16.286457061767578,
143
+ "learning_rate": 1.7777777777777777e-05,
144
+ "loss": 0.9097,
145
+ "step": 325
146
+ },
147
+ {
148
+ "epoch": 4.32398753894081,
149
+ "grad_norm": 57.44338607788086,
150
+ "learning_rate": 1.7434842249657065e-05,
151
+ "loss": 0.7571,
152
+ "step": 350
153
+ },
154
+ {
155
+ "epoch": 4.635514018691588,
156
+ "grad_norm": 71.78002166748047,
157
+ "learning_rate": 1.7091906721536354e-05,
158
+ "loss": 0.7307,
159
+ "step": 375
160
+ },
161
+ {
162
+ "epoch": 4.947040498442368,
163
+ "grad_norm": 18.25688934326172,
164
+ "learning_rate": 1.674897119341564e-05,
165
+ "loss": 1.0148,
166
+ "step": 400
167
+ },
168
+ {
169
+ "epoch": 5.0,
170
+ "eval_accuracy": 0.8631578947368421,
171
+ "eval_loss": 0.3332683742046356,
172
+ "eval_macro_f1": 0.8243215476773775,
173
+ "eval_runtime": 0.2875,
174
+ "eval_samples_per_second": 991.363,
175
+ "eval_steps_per_second": 62.612,
176
+ "eval_weighted_f1": 0.8634477182223605,
177
+ "step": 405
178
+ },
179
+ {
180
+ "epoch": 5.249221183800623,
181
+ "grad_norm": 13.496033668518066,
182
+ "learning_rate": 1.6406035665294924e-05,
183
+ "loss": 0.6095,
184
+ "step": 425
185
+ },
186
+ {
187
+ "epoch": 5.5607476635514015,
188
+ "grad_norm": 57.01813507080078,
189
+ "learning_rate": 1.6063100137174213e-05,
190
+ "loss": 0.5563,
191
+ "step": 450
192
+ },
193
+ {
194
+ "epoch": 5.872274143302181,
195
+ "grad_norm": 20.31565284729004,
196
+ "learning_rate": 1.5720164609053498e-05,
197
+ "loss": 0.5987,
198
+ "step": 475
199
+ },
200
+ {
201
+ "epoch": 6.0,
202
+ "eval_accuracy": 0.8526315789473684,
203
+ "eval_loss": 0.42762887477874756,
204
+ "eval_macro_f1": 0.8131555944055944,
205
+ "eval_runtime": 0.2532,
206
+ "eval_samples_per_second": 1125.629,
207
+ "eval_steps_per_second": 71.092,
208
+ "eval_weighted_f1": 0.8538369525211631,
209
+ "step": 486
210
+ },
211
+ {
212
+ "epoch": 6.174454828660436,
213
+ "grad_norm": 68.44770050048828,
214
+ "learning_rate": 1.5377229080932784e-05,
215
+ "loss": 0.3781,
216
+ "step": 500
217
+ },
218
+ {
219
+ "epoch": 6.485981308411215,
220
+ "grad_norm": 1.2322463989257812,
221
+ "learning_rate": 1.5034293552812072e-05,
222
+ "loss": 0.2263,
223
+ "step": 525
224
+ },
225
+ {
226
+ "epoch": 6.797507788161994,
227
+ "grad_norm": 121.1266098022461,
228
+ "learning_rate": 1.469135802469136e-05,
229
+ "loss": 0.6143,
230
+ "step": 550
231
+ },
232
+ {
233
+ "epoch": 7.0,
234
+ "eval_accuracy": 0.8456140350877193,
235
+ "eval_loss": 0.6453030705451965,
236
+ "eval_macro_f1": 0.7992186499295504,
237
+ "eval_runtime": 0.2634,
238
+ "eval_samples_per_second": 1081.98,
239
+ "eval_steps_per_second": 68.336,
240
+ "eval_weighted_f1": 0.8449367301948995,
241
+ "step": 567
242
+ },
243
+ {
244
+ "epoch": 7.099688473520249,
245
+ "grad_norm": 2.986179828643799,
246
+ "learning_rate": 1.4348422496570646e-05,
247
+ "loss": 0.3853,
248
+ "step": 575
249
+ },
250
+ {
251
+ "epoch": 7.411214953271028,
252
+ "grad_norm": 3.9859023094177246,
253
+ "learning_rate": 1.4005486968449933e-05,
254
+ "loss": 0.228,
255
+ "step": 600
256
+ },
257
+ {
258
+ "epoch": 7.722741433021807,
259
+ "grad_norm": 115.37552642822266,
260
+ "learning_rate": 1.366255144032922e-05,
261
+ "loss": 0.4523,
262
+ "step": 625
263
+ },
264
+ {
265
+ "epoch": 8.0,
266
+ "eval_accuracy": 0.8385964912280702,
267
+ "eval_loss": 0.7025076150894165,
268
+ "eval_macro_f1": 0.7842898512570752,
269
+ "eval_runtime": 0.2593,
270
+ "eval_samples_per_second": 1099.043,
271
+ "eval_steps_per_second": 69.413,
272
+ "eval_weighted_f1": 0.8355583575233991,
273
+ "step": 648
274
+ }
275
+ ],
276
+ "logging_steps": 25,
277
+ "max_steps": 1620,
278
+ "num_input_tokens_seen": 0,
279
+ "num_train_epochs": 20,
280
+ "save_steps": 500,
281
+ "stateful_callbacks": {
282
+ "EarlyStoppingCallback": {
283
+ "args": {
284
+ "early_stopping_patience": 3,
285
+ "early_stopping_threshold": 0.0
286
+ },
287
+ "attributes": {
288
+ "early_stopping_patience_counter": 3
289
+ }
290
+ },
291
+ "TrainerControl": {
292
+ "args": {
293
+ "should_epoch_stop": false,
294
+ "should_evaluate": false,
295
+ "should_log": false,
296
+ "should_save": true,
297
+ "should_training_stop": true
298
+ },
299
+ "attributes": {}
300
+ }
301
+ },
302
+ "total_flos": 0.0,
303
+ "train_batch_size": 8,
304
+ "trial_name": null,
305
+ "trial_params": null
306
+ }
ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-304/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-304/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-304/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "20480": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 2048,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizerFast",
54
+ "unk_token": "<unk>"
55
+ }
ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-304/trainer_state.json ADDED
@@ -0,0 +1,171 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 304,
3
+ "best_metric": 0.840828402366864,
4
+ "best_model_checkpoint": "/root/VNEncoder/results/checkpoints/ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-304",
5
+ "epoch": 4.0,
6
+ "eval_steps": 500,
7
+ "global_step": 304,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.33112582781456956,
14
+ "grad_norm": 27.125289916992188,
15
+ "learning_rate": 3.157894736842105e-06,
16
+ "loss": 2.941,
17
+ "step": 25
18
+ },
19
+ {
20
+ "epoch": 0.6622516556291391,
21
+ "grad_norm": 13.892107963562012,
22
+ "learning_rate": 6.447368421052632e-06,
23
+ "loss": 2.6557,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 0.9933774834437086,
28
+ "grad_norm": 23.493927001953125,
29
+ "learning_rate": 9.736842105263159e-06,
30
+ "loss": 2.5564,
31
+ "step": 75
32
+ },
33
+ {
34
+ "epoch": 1.0,
35
+ "eval_accuracy": 0.6468401486988847,
36
+ "eval_loss": 0.6324349641799927,
37
+ "eval_macro_f1": 0.3927765237020316,
38
+ "eval_runtime": 0.2351,
39
+ "eval_samples_per_second": 1144.36,
40
+ "eval_steps_per_second": 72.32,
41
+ "eval_weighted_f1": 0.5081272499937063,
42
+ "step": 76
43
+ },
44
+ {
45
+ "epoch": 1.3178807947019868,
46
+ "grad_norm": 22.98215675354004,
47
+ "learning_rate": 1.3026315789473684e-05,
48
+ "loss": 2.4406,
49
+ "step": 100
50
+ },
51
+ {
52
+ "epoch": 1.6490066225165563,
53
+ "grad_norm": 52.174076080322266,
54
+ "learning_rate": 1.6315789473684213e-05,
55
+ "loss": 2.219,
56
+ "step": 125
57
+ },
58
+ {
59
+ "epoch": 1.980132450331126,
60
+ "grad_norm": 35.46211624145508,
61
+ "learning_rate": 1.960526315789474e-05,
62
+ "loss": 1.8057,
63
+ "step": 150
64
+ },
65
+ {
66
+ "epoch": 2.0,
67
+ "eval_accuracy": 0.7769516728624535,
68
+ "eval_loss": 0.4137992858886719,
69
+ "eval_macro_f1": 0.7249113716934824,
70
+ "eval_runtime": 0.3246,
71
+ "eval_samples_per_second": 828.611,
72
+ "eval_steps_per_second": 52.366,
73
+ "eval_weighted_f1": 0.7600496947050099,
74
+ "step": 152
75
+ },
76
+ {
77
+ "epoch": 2.304635761589404,
78
+ "grad_norm": 22.65528678894043,
79
+ "learning_rate": 1.9678362573099416e-05,
80
+ "loss": 1.6003,
81
+ "step": 175
82
+ },
83
+ {
84
+ "epoch": 2.6357615894039736,
85
+ "grad_norm": 49.942893981933594,
86
+ "learning_rate": 1.9312865497076027e-05,
87
+ "loss": 1.5183,
88
+ "step": 200
89
+ },
90
+ {
91
+ "epoch": 2.966887417218543,
92
+ "grad_norm": 36.1726188659668,
93
+ "learning_rate": 1.894736842105263e-05,
94
+ "loss": 1.52,
95
+ "step": 225
96
+ },
97
+ {
98
+ "epoch": 3.0,
99
+ "eval_accuracy": 0.8513011152416357,
100
+ "eval_loss": 0.33471089601516724,
101
+ "eval_macro_f1": 0.8380298651252408,
102
+ "eval_runtime": 0.2418,
103
+ "eval_samples_per_second": 1112.522,
104
+ "eval_steps_per_second": 70.308,
105
+ "eval_weighted_f1": 0.8516458230368668,
106
+ "step": 228
107
+ },
108
+ {
109
+ "epoch": 3.2913907284768213,
110
+ "grad_norm": 83.95234680175781,
111
+ "learning_rate": 1.8581871345029242e-05,
112
+ "loss": 1.0833,
113
+ "step": 250
114
+ },
115
+ {
116
+ "epoch": 3.622516556291391,
117
+ "grad_norm": 46.81095886230469,
118
+ "learning_rate": 1.821637426900585e-05,
119
+ "loss": 1.2554,
120
+ "step": 275
121
+ },
122
+ {
123
+ "epoch": 3.9536423841059603,
124
+ "grad_norm": 26.40545654296875,
125
+ "learning_rate": 1.785087719298246e-05,
126
+ "loss": 1.2182,
127
+ "step": 300
128
+ },
129
+ {
130
+ "epoch": 4.0,
131
+ "eval_accuracy": 0.8513011152416357,
132
+ "eval_loss": 0.35946735739707947,
133
+ "eval_macro_f1": 0.840828402366864,
134
+ "eval_runtime": 0.2205,
135
+ "eval_samples_per_second": 1220.055,
136
+ "eval_steps_per_second": 77.104,
137
+ "eval_weighted_f1": 0.8528188997162403,
138
+ "step": 304
139
+ }
140
+ ],
141
+ "logging_steps": 25,
142
+ "max_steps": 1520,
143
+ "num_input_tokens_seen": 0,
144
+ "num_train_epochs": 20,
145
+ "save_steps": 500,
146
+ "stateful_callbacks": {
147
+ "EarlyStoppingCallback": {
148
+ "args": {
149
+ "early_stopping_patience": 3,
150
+ "early_stopping_threshold": 0.0
151
+ },
152
+ "attributes": {
153
+ "early_stopping_patience_counter": 0
154
+ }
155
+ },
156
+ "TrainerControl": {
157
+ "args": {
158
+ "should_epoch_stop": false,
159
+ "should_evaluate": false,
160
+ "should_log": false,
161
+ "should_save": true,
162
+ "should_training_stop": false
163
+ },
164
+ "attributes": {}
165
+ }
166
+ },
167
+ "total_flos": 0.0,
168
+ "train_batch_size": 8,
169
+ "trial_name": null,
170
+ "trial_params": null
171
+ }
ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-532/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-532/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-532/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "20480": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 2048,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizerFast",
54
+ "unk_token": "<unk>"
55
+ }
ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-532/trainer_state.json ADDED
@@ -0,0 +1,267 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 304,
3
+ "best_metric": 0.840828402366864,
4
+ "best_model_checkpoint": "/root/VNEncoder/results/checkpoints/ood-viclickbait2025-bamibert-source-source-01-s42-20260827T171817Z-ee19aa8e/trainer/checkpoint-304",
5
+ "epoch": 7.0,
6
+ "eval_steps": 500,
7
+ "global_step": 532,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.33112582781456956,
14
+ "grad_norm": 27.125289916992188,
15
+ "learning_rate": 3.157894736842105e-06,
16
+ "loss": 2.941,
17
+ "step": 25
18
+ },
19
+ {
20
+ "epoch": 0.6622516556291391,
21
+ "grad_norm": 13.892107963562012,
22
+ "learning_rate": 6.447368421052632e-06,
23
+ "loss": 2.6557,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 0.9933774834437086,
28
+ "grad_norm": 23.493927001953125,
29
+ "learning_rate": 9.736842105263159e-06,
30
+ "loss": 2.5564,
31
+ "step": 75
32
+ },
33
+ {
34
+ "epoch": 1.0,
35
+ "eval_accuracy": 0.6468401486988847,
36
+ "eval_loss": 0.6324349641799927,
37
+ "eval_macro_f1": 0.3927765237020316,
38
+ "eval_runtime": 0.2351,
39
+ "eval_samples_per_second": 1144.36,
40
+ "eval_steps_per_second": 72.32,
41
+ "eval_weighted_f1": 0.5081272499937063,
42
+ "step": 76
43
+ },
44
+ {
45
+ "epoch": 1.3178807947019868,
46
+ "grad_norm": 22.98215675354004,
47
+ "learning_rate": 1.3026315789473684e-05,
48
+ "loss": 2.4406,
49
+ "step": 100
50
+ },
51
+ {
52
+ "epoch": 1.6490066225165563,
53
+ "grad_norm": 52.174076080322266,
54
+ "learning_rate": 1.6315789473684213e-05,
55
+ "loss": 2.219,
56
+ "step": 125
57
+ },
58
+ {
59
+ "epoch": 1.980132450331126,
60
+ "grad_norm": 35.46211624145508,
61
+ "learning_rate": 1.960526315789474e-05,
62
+ "loss": 1.8057,
63
+ "step": 150
64
+ },
65
+ {
66
+ "epoch": 2.0,
67
+ "eval_accuracy": 0.7769516728624535,
68
+ "eval_loss": 0.4137992858886719,
69
+ "eval_macro_f1": 0.7249113716934824,
70
+ "eval_runtime": 0.3246,
71
+ "eval_samples_per_second": 828.611,
72
+ "eval_steps_per_second": 52.366,
73
+ "eval_weighted_f1": 0.7600496947050099,
74
+ "step": 152
75
+ },
76
+ {
77
+ "epoch": 2.304635761589404,
78
+ "grad_norm": 22.65528678894043,
79
+ "learning_rate": 1.9678362573099416e-05,
80
+ "loss": 1.6003,
81
+ "step": 175
82
+ },
83
+ {
84
+ "epoch": 2.6357615894039736,
85
+ "grad_norm": 49.942893981933594,
86
+ "learning_rate": 1.9312865497076027e-05,
87
+ "loss": 1.5183,
88
+ "step": 200
89
+ },
90
+ {
91
+ "epoch": 2.966887417218543,
92
+ "grad_norm": 36.1726188659668,
93
+ "learning_rate": 1.894736842105263e-05,
94
+ "loss": 1.52,
95
+ "step": 225
96
+ },
97
+ {
98
+ "epoch": 3.0,
99
+ "eval_accuracy": 0.8513011152416357,
100
+ "eval_loss": 0.33471089601516724,
101
+ "eval_macro_f1": 0.8380298651252408,
102
+ "eval_runtime": 0.2418,
103
+ "eval_samples_per_second": 1112.522,
104
+ "eval_steps_per_second": 70.308,
105
+ "eval_weighted_f1": 0.8516458230368668,
106
+ "step": 228
107
+ },
108
+ {
109
+ "epoch": 3.2913907284768213,
110
+ "grad_norm": 83.95234680175781,
111
+ "learning_rate": 1.8581871345029242e-05,
112
+ "loss": 1.0833,
113
+ "step": 250
114
+ },
115
+ {
116
+ "epoch": 3.622516556291391,
117
+ "grad_norm": 46.81095886230469,
118
+ "learning_rate": 1.821637426900585e-05,
119
+ "loss": 1.2554,
120
+ "step": 275
121
+ },
122
+ {
123
+ "epoch": 3.9536423841059603,
124
+ "grad_norm": 26.40545654296875,
125
+ "learning_rate": 1.785087719298246e-05,
126
+ "loss": 1.2182,
127
+ "step": 300
128
+ },
129
+ {
130
+ "epoch": 4.0,
131
+ "eval_accuracy": 0.8513011152416357,
132
+ "eval_loss": 0.35946735739707947,
133
+ "eval_macro_f1": 0.840828402366864,
134
+ "eval_runtime": 0.2205,
135
+ "eval_samples_per_second": 1220.055,
136
+ "eval_steps_per_second": 77.104,
137
+ "eval_weighted_f1": 0.8528188997162403,
138
+ "step": 304
139
+ },
140
+ {
141
+ "epoch": 4.2781456953642385,
142
+ "grad_norm": 51.75857925415039,
143
+ "learning_rate": 1.7485380116959064e-05,
144
+ "loss": 0.8731,
145
+ "step": 325
146
+ },
147
+ {
148
+ "epoch": 4.609271523178808,
149
+ "grad_norm": 40.995330810546875,
150
+ "learning_rate": 1.7119883040935675e-05,
151
+ "loss": 0.7769,
152
+ "step": 350
153
+ },
154
+ {
155
+ "epoch": 4.940397350993377,
156
+ "grad_norm": 39.89021301269531,
157
+ "learning_rate": 1.6754385964912282e-05,
158
+ "loss": 0.9406,
159
+ "step": 375
160
+ },
161
+ {
162
+ "epoch": 5.0,
163
+ "eval_accuracy": 0.7806691449814126,
164
+ "eval_loss": 0.5851720571517944,
165
+ "eval_macro_f1": 0.7190227494024962,
166
+ "eval_runtime": 0.2472,
167
+ "eval_samples_per_second": 1088.098,
168
+ "eval_steps_per_second": 68.765,
169
+ "eval_weighted_f1": 0.7576740609162612,
170
+ "step": 380
171
+ },
172
+ {
173
+ "epoch": 5.264900662251655,
174
+ "grad_norm": 50.7684440612793,
175
+ "learning_rate": 1.638888888888889e-05,
176
+ "loss": 0.8143,
177
+ "step": 400
178
+ },
179
+ {
180
+ "epoch": 5.596026490066225,
181
+ "grad_norm": 16.185564041137695,
182
+ "learning_rate": 1.60233918128655e-05,
183
+ "loss": 0.6104,
184
+ "step": 425
185
+ },
186
+ {
187
+ "epoch": 5.927152317880795,
188
+ "grad_norm": 20.571857452392578,
189
+ "learning_rate": 1.5657894736842107e-05,
190
+ "loss": 0.7008,
191
+ "step": 450
192
+ },
193
+ {
194
+ "epoch": 6.0,
195
+ "eval_accuracy": 0.828996282527881,
196
+ "eval_loss": 0.5399294495582581,
197
+ "eval_macro_f1": 0.8046292787672098,
198
+ "eval_runtime": 0.2389,
199
+ "eval_samples_per_second": 1126.049,
200
+ "eval_steps_per_second": 71.163,
201
+ "eval_weighted_f1": 0.8248923661050311,
202
+ "step": 456
203
+ },
204
+ {
205
+ "epoch": 6.251655629139073,
206
+ "grad_norm": 57.705810546875,
207
+ "learning_rate": 1.5292397660818715e-05,
208
+ "loss": 0.5516,
209
+ "step": 475
210
+ },
211
+ {
212
+ "epoch": 6.582781456953643,
213
+ "grad_norm": 88.18408203125,
214
+ "learning_rate": 1.4926900584795322e-05,
215
+ "loss": 0.4566,
216
+ "step": 500
217
+ },
218
+ {
219
+ "epoch": 6.913907284768212,
220
+ "grad_norm": 9.079241752624512,
221
+ "learning_rate": 1.4561403508771931e-05,
222
+ "loss": 0.5492,
223
+ "step": 525
224
+ },
225
+ {
226
+ "epoch": 7.0,
227
+ "eval_accuracy": 0.8252788104089219,
228
+ "eval_loss": 0.514789342880249,
229
+ "eval_macro_f1": 0.8125880138153896,
230
+ "eval_runtime": 0.2462,
231
+ "eval_samples_per_second": 1092.4,
232
+ "eval_steps_per_second": 69.036,
233
+ "eval_weighted_f1": 0.8269104842566619,
234
+ "step": 532
235
+ }
236
+ ],
237
+ "logging_steps": 25,
238
+ "max_steps": 1520,
239
+ "num_input_tokens_seen": 0,
240
+ "num_train_epochs": 20,
241
+ "save_steps": 500,
242
+ "stateful_callbacks": {
243
+ "EarlyStoppingCallback": {
244
+ "args": {
245
+ "early_stopping_patience": 3,
246
+ "early_stopping_threshold": 0.0
247
+ },
248
+ "attributes": {
249
+ "early_stopping_patience_counter": 3
250
+ }
251
+ },
252
+ "TrainerControl": {
253
+ "args": {
254
+ "should_epoch_stop": false,
255
+ "should_evaluate": false,
256
+ "should_log": false,
257
+ "should_save": true,
258
+ "should_training_stop": true
259
+ },
260
+ "attributes": {}
261
+ }
262
+ },
263
+ "total_flos": 0.0,
264
+ "train_batch_size": 8,
265
+ "trial_name": null,
266
+ "trial_params": null
267
+ }
ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-608/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-608/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-608/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "20480": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 2048,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizerFast",
54
+ "unk_token": "<unk>"
55
+ }
ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-608/trainer_state.json ADDED
@@ -0,0 +1,299 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 608,
3
+ "best_metric": 0.8422336090875416,
4
+ "best_model_checkpoint": "/root/VNEncoder/results/checkpoints/ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-608",
5
+ "epoch": 8.0,
6
+ "eval_steps": 500,
7
+ "global_step": 608,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.33112582781456956,
14
+ "grad_norm": 23.64274024963379,
15
+ "learning_rate": 3.157894736842105e-06,
16
+ "loss": 2.7721,
17
+ "step": 25
18
+ },
19
+ {
20
+ "epoch": 0.6622516556291391,
21
+ "grad_norm": 30.64603042602539,
22
+ "learning_rate": 6.447368421052632e-06,
23
+ "loss": 2.6206,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 0.9933774834437086,
28
+ "grad_norm": 33.40311813354492,
29
+ "learning_rate": 9.736842105263159e-06,
30
+ "loss": 2.5051,
31
+ "step": 75
32
+ },
33
+ {
34
+ "epoch": 1.0,
35
+ "eval_accuracy": 0.6468401486988847,
36
+ "eval_loss": 0.6445711851119995,
37
+ "eval_macro_f1": 0.3927765237020316,
38
+ "eval_runtime": 0.2522,
39
+ "eval_samples_per_second": 1066.772,
40
+ "eval_steps_per_second": 67.417,
41
+ "eval_weighted_f1": 0.5081272499937063,
42
+ "step": 76
43
+ },
44
+ {
45
+ "epoch": 1.3178807947019868,
46
+ "grad_norm": 28.27245330810547,
47
+ "learning_rate": 1.3026315789473684e-05,
48
+ "loss": 2.5051,
49
+ "step": 100
50
+ },
51
+ {
52
+ "epoch": 1.6490066225165563,
53
+ "grad_norm": 34.48577880859375,
54
+ "learning_rate": 1.6315789473684213e-05,
55
+ "loss": 2.39,
56
+ "step": 125
57
+ },
58
+ {
59
+ "epoch": 1.980132450331126,
60
+ "grad_norm": 38.14251708984375,
61
+ "learning_rate": 1.960526315789474e-05,
62
+ "loss": 2.1665,
63
+ "step": 150
64
+ },
65
+ {
66
+ "epoch": 2.0,
67
+ "eval_accuracy": 0.8029739776951673,
68
+ "eval_loss": 0.4049725830554962,
69
+ "eval_macro_f1": 0.7816859352270118,
70
+ "eval_runtime": 0.2517,
71
+ "eval_samples_per_second": 1068.687,
72
+ "eval_steps_per_second": 67.538,
73
+ "eval_weighted_f1": 0.801706832310158,
74
+ "step": 152
75
+ },
76
+ {
77
+ "epoch": 2.304635761589404,
78
+ "grad_norm": 39.85519027709961,
79
+ "learning_rate": 1.9678362573099416e-05,
80
+ "loss": 1.5946,
81
+ "step": 175
82
+ },
83
+ {
84
+ "epoch": 2.6357615894039736,
85
+ "grad_norm": 34.119476318359375,
86
+ "learning_rate": 1.9312865497076027e-05,
87
+ "loss": 1.7321,
88
+ "step": 200
89
+ },
90
+ {
91
+ "epoch": 2.966887417218543,
92
+ "grad_norm": 25.580774307250977,
93
+ "learning_rate": 1.894736842105263e-05,
94
+ "loss": 1.6342,
95
+ "step": 225
96
+ },
97
+ {
98
+ "epoch": 3.0,
99
+ "eval_accuracy": 0.8104089219330854,
100
+ "eval_loss": 0.3940223157405853,
101
+ "eval_macro_f1": 0.800482831837815,
102
+ "eval_runtime": 0.2517,
103
+ "eval_samples_per_second": 1068.642,
104
+ "eval_steps_per_second": 67.535,
105
+ "eval_weighted_f1": 0.8135521837965878,
106
+ "step": 228
107
+ },
108
+ {
109
+ "epoch": 3.2913907284768213,
110
+ "grad_norm": 53.363826751708984,
111
+ "learning_rate": 1.8581871345029242e-05,
112
+ "loss": 1.3174,
113
+ "step": 250
114
+ },
115
+ {
116
+ "epoch": 3.622516556291391,
117
+ "grad_norm": 31.605037689208984,
118
+ "learning_rate": 1.821637426900585e-05,
119
+ "loss": 1.3081,
120
+ "step": 275
121
+ },
122
+ {
123
+ "epoch": 3.9536423841059603,
124
+ "grad_norm": 41.72595977783203,
125
+ "learning_rate": 1.785087719298246e-05,
126
+ "loss": 1.3529,
127
+ "step": 300
128
+ },
129
+ {
130
+ "epoch": 4.0,
131
+ "eval_accuracy": 0.8066914498141264,
132
+ "eval_loss": 0.4612957537174225,
133
+ "eval_macro_f1": 0.7555912776069331,
134
+ "eval_runtime": 0.2513,
135
+ "eval_samples_per_second": 1070.515,
136
+ "eval_steps_per_second": 67.653,
137
+ "eval_weighted_f1": 0.7884117134148052,
138
+ "step": 304
139
+ },
140
+ {
141
+ "epoch": 4.2781456953642385,
142
+ "grad_norm": 35.946903228759766,
143
+ "learning_rate": 1.7485380116959064e-05,
144
+ "loss": 0.8802,
145
+ "step": 325
146
+ },
147
+ {
148
+ "epoch": 4.609271523178808,
149
+ "grad_norm": 41.89992904663086,
150
+ "learning_rate": 1.7119883040935675e-05,
151
+ "loss": 1.004,
152
+ "step": 350
153
+ },
154
+ {
155
+ "epoch": 4.940397350993377,
156
+ "grad_norm": 89.8902816772461,
157
+ "learning_rate": 1.6754385964912282e-05,
158
+ "loss": 0.8487,
159
+ "step": 375
160
+ },
161
+ {
162
+ "epoch": 5.0,
163
+ "eval_accuracy": 0.8327137546468402,
164
+ "eval_loss": 0.40940529108047485,
165
+ "eval_macro_f1": 0.8116275812701328,
166
+ "eval_runtime": 0.3011,
167
+ "eval_samples_per_second": 893.283,
168
+ "eval_steps_per_second": 56.453,
169
+ "eval_weighted_f1": 0.8301365556785759,
170
+ "step": 380
171
+ },
172
+ {
173
+ "epoch": 5.264900662251655,
174
+ "grad_norm": 21.58188247680664,
175
+ "learning_rate": 1.638888888888889e-05,
176
+ "loss": 0.6041,
177
+ "step": 400
178
+ },
179
+ {
180
+ "epoch": 5.596026490066225,
181
+ "grad_norm": 53.391258239746094,
182
+ "learning_rate": 1.60233918128655e-05,
183
+ "loss": 0.6679,
184
+ "step": 425
185
+ },
186
+ {
187
+ "epoch": 5.927152317880795,
188
+ "grad_norm": 23.110708236694336,
189
+ "learning_rate": 1.5657894736842107e-05,
190
+ "loss": 0.7013,
191
+ "step": 450
192
+ },
193
+ {
194
+ "epoch": 6.0,
195
+ "eval_accuracy": 0.8587360594795539,
196
+ "eval_loss": 0.42313677072525024,
197
+ "eval_macro_f1": 0.8395592667001507,
198
+ "eval_runtime": 0.2326,
199
+ "eval_samples_per_second": 1156.688,
200
+ "eval_steps_per_second": 73.099,
201
+ "eval_weighted_f1": 0.8558492304589985,
202
+ "step": 456
203
+ },
204
+ {
205
+ "epoch": 6.251655629139073,
206
+ "grad_norm": 14.765984535217285,
207
+ "learning_rate": 1.5292397660818715e-05,
208
+ "loss": 0.3904,
209
+ "step": 475
210
+ },
211
+ {
212
+ "epoch": 6.582781456953643,
213
+ "grad_norm": 58.89537048339844,
214
+ "learning_rate": 1.4926900584795322e-05,
215
+ "loss": 0.5426,
216
+ "step": 500
217
+ },
218
+ {
219
+ "epoch": 6.913907284768212,
220
+ "grad_norm": 32.96780776977539,
221
+ "learning_rate": 1.4561403508771931e-05,
222
+ "loss": 0.5764,
223
+ "step": 525
224
+ },
225
+ {
226
+ "epoch": 7.0,
227
+ "eval_accuracy": 0.828996282527881,
228
+ "eval_loss": 0.4706585705280304,
229
+ "eval_macro_f1": 0.8203542392566783,
230
+ "eval_runtime": 0.2529,
231
+ "eval_samples_per_second": 1063.503,
232
+ "eval_steps_per_second": 67.21,
233
+ "eval_weighted_f1": 0.831925788721509,
234
+ "step": 532
235
+ },
236
+ {
237
+ "epoch": 7.23841059602649,
238
+ "grad_norm": 42.506404876708984,
239
+ "learning_rate": 1.4195906432748539e-05,
240
+ "loss": 0.485,
241
+ "step": 550
242
+ },
243
+ {
244
+ "epoch": 7.569536423841059,
245
+ "grad_norm": 47.10829544067383,
246
+ "learning_rate": 1.3830409356725148e-05,
247
+ "loss": 0.4954,
248
+ "step": 575
249
+ },
250
+ {
251
+ "epoch": 7.900662251655629,
252
+ "grad_norm": 34.07044982910156,
253
+ "learning_rate": 1.3464912280701757e-05,
254
+ "loss": 0.4538,
255
+ "step": 600
256
+ },
257
+ {
258
+ "epoch": 8.0,
259
+ "eval_accuracy": 0.8587360594795539,
260
+ "eval_loss": 0.5537682771682739,
261
+ "eval_macro_f1": 0.8422336090875416,
262
+ "eval_runtime": 0.2427,
263
+ "eval_samples_per_second": 1108.57,
264
+ "eval_steps_per_second": 70.058,
265
+ "eval_weighted_f1": 0.8572185927768402,
266
+ "step": 608
267
+ }
268
+ ],
269
+ "logging_steps": 25,
270
+ "max_steps": 1520,
271
+ "num_input_tokens_seen": 0,
272
+ "num_train_epochs": 20,
273
+ "save_steps": 500,
274
+ "stateful_callbacks": {
275
+ "EarlyStoppingCallback": {
276
+ "args": {
277
+ "early_stopping_patience": 3,
278
+ "early_stopping_threshold": 0.0
279
+ },
280
+ "attributes": {
281
+ "early_stopping_patience_counter": 0
282
+ }
283
+ },
284
+ "TrainerControl": {
285
+ "args": {
286
+ "should_epoch_stop": false,
287
+ "should_evaluate": false,
288
+ "should_log": false,
289
+ "should_save": true,
290
+ "should_training_stop": false
291
+ },
292
+ "attributes": {}
293
+ }
294
+ },
295
+ "total_flos": 0.0,
296
+ "train_batch_size": 8,
297
+ "trial_name": null,
298
+ "trial_params": null
299
+ }
ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-836/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-836/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-836/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "20480": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 2048,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizerFast",
54
+ "unk_token": "<unk>"
55
+ }
ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-836/trainer_state.json ADDED
@@ -0,0 +1,395 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 608,
3
+ "best_metric": 0.8422336090875416,
4
+ "best_model_checkpoint": "/root/VNEncoder/results/checkpoints/ood-viclickbait2025-bamibert-source-source-01-s43-20260827T172942Z-32d744c6/trainer/checkpoint-608",
5
+ "epoch": 11.0,
6
+ "eval_steps": 500,
7
+ "global_step": 836,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.33112582781456956,
14
+ "grad_norm": 23.64274024963379,
15
+ "learning_rate": 3.157894736842105e-06,
16
+ "loss": 2.7721,
17
+ "step": 25
18
+ },
19
+ {
20
+ "epoch": 0.6622516556291391,
21
+ "grad_norm": 30.64603042602539,
22
+ "learning_rate": 6.447368421052632e-06,
23
+ "loss": 2.6206,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 0.9933774834437086,
28
+ "grad_norm": 33.40311813354492,
29
+ "learning_rate": 9.736842105263159e-06,
30
+ "loss": 2.5051,
31
+ "step": 75
32
+ },
33
+ {
34
+ "epoch": 1.0,
35
+ "eval_accuracy": 0.6468401486988847,
36
+ "eval_loss": 0.6445711851119995,
37
+ "eval_macro_f1": 0.3927765237020316,
38
+ "eval_runtime": 0.2522,
39
+ "eval_samples_per_second": 1066.772,
40
+ "eval_steps_per_second": 67.417,
41
+ "eval_weighted_f1": 0.5081272499937063,
42
+ "step": 76
43
+ },
44
+ {
45
+ "epoch": 1.3178807947019868,
46
+ "grad_norm": 28.27245330810547,
47
+ "learning_rate": 1.3026315789473684e-05,
48
+ "loss": 2.5051,
49
+ "step": 100
50
+ },
51
+ {
52
+ "epoch": 1.6490066225165563,
53
+ "grad_norm": 34.48577880859375,
54
+ "learning_rate": 1.6315789473684213e-05,
55
+ "loss": 2.39,
56
+ "step": 125
57
+ },
58
+ {
59
+ "epoch": 1.980132450331126,
60
+ "grad_norm": 38.14251708984375,
61
+ "learning_rate": 1.960526315789474e-05,
62
+ "loss": 2.1665,
63
+ "step": 150
64
+ },
65
+ {
66
+ "epoch": 2.0,
67
+ "eval_accuracy": 0.8029739776951673,
68
+ "eval_loss": 0.4049725830554962,
69
+ "eval_macro_f1": 0.7816859352270118,
70
+ "eval_runtime": 0.2517,
71
+ "eval_samples_per_second": 1068.687,
72
+ "eval_steps_per_second": 67.538,
73
+ "eval_weighted_f1": 0.801706832310158,
74
+ "step": 152
75
+ },
76
+ {
77
+ "epoch": 2.304635761589404,
78
+ "grad_norm": 39.85519027709961,
79
+ "learning_rate": 1.9678362573099416e-05,
80
+ "loss": 1.5946,
81
+ "step": 175
82
+ },
83
+ {
84
+ "epoch": 2.6357615894039736,
85
+ "grad_norm": 34.119476318359375,
86
+ "learning_rate": 1.9312865497076027e-05,
87
+ "loss": 1.7321,
88
+ "step": 200
89
+ },
90
+ {
91
+ "epoch": 2.966887417218543,
92
+ "grad_norm": 25.580774307250977,
93
+ "learning_rate": 1.894736842105263e-05,
94
+ "loss": 1.6342,
95
+ "step": 225
96
+ },
97
+ {
98
+ "epoch": 3.0,
99
+ "eval_accuracy": 0.8104089219330854,
100
+ "eval_loss": 0.3940223157405853,
101
+ "eval_macro_f1": 0.800482831837815,
102
+ "eval_runtime": 0.2517,
103
+ "eval_samples_per_second": 1068.642,
104
+ "eval_steps_per_second": 67.535,
105
+ "eval_weighted_f1": 0.8135521837965878,
106
+ "step": 228
107
+ },
108
+ {
109
+ "epoch": 3.2913907284768213,
110
+ "grad_norm": 53.363826751708984,
111
+ "learning_rate": 1.8581871345029242e-05,
112
+ "loss": 1.3174,
113
+ "step": 250
114
+ },
115
+ {
116
+ "epoch": 3.622516556291391,
117
+ "grad_norm": 31.605037689208984,
118
+ "learning_rate": 1.821637426900585e-05,
119
+ "loss": 1.3081,
120
+ "step": 275
121
+ },
122
+ {
123
+ "epoch": 3.9536423841059603,
124
+ "grad_norm": 41.72595977783203,
125
+ "learning_rate": 1.785087719298246e-05,
126
+ "loss": 1.3529,
127
+ "step": 300
128
+ },
129
+ {
130
+ "epoch": 4.0,
131
+ "eval_accuracy": 0.8066914498141264,
132
+ "eval_loss": 0.4612957537174225,
133
+ "eval_macro_f1": 0.7555912776069331,
134
+ "eval_runtime": 0.2513,
135
+ "eval_samples_per_second": 1070.515,
136
+ "eval_steps_per_second": 67.653,
137
+ "eval_weighted_f1": 0.7884117134148052,
138
+ "step": 304
139
+ },
140
+ {
141
+ "epoch": 4.2781456953642385,
142
+ "grad_norm": 35.946903228759766,
143
+ "learning_rate": 1.7485380116959064e-05,
144
+ "loss": 0.8802,
145
+ "step": 325
146
+ },
147
+ {
148
+ "epoch": 4.609271523178808,
149
+ "grad_norm": 41.89992904663086,
150
+ "learning_rate": 1.7119883040935675e-05,
151
+ "loss": 1.004,
152
+ "step": 350
153
+ },
154
+ {
155
+ "epoch": 4.940397350993377,
156
+ "grad_norm": 89.8902816772461,
157
+ "learning_rate": 1.6754385964912282e-05,
158
+ "loss": 0.8487,
159
+ "step": 375
160
+ },
161
+ {
162
+ "epoch": 5.0,
163
+ "eval_accuracy": 0.8327137546468402,
164
+ "eval_loss": 0.40940529108047485,
165
+ "eval_macro_f1": 0.8116275812701328,
166
+ "eval_runtime": 0.3011,
167
+ "eval_samples_per_second": 893.283,
168
+ "eval_steps_per_second": 56.453,
169
+ "eval_weighted_f1": 0.8301365556785759,
170
+ "step": 380
171
+ },
172
+ {
173
+ "epoch": 5.264900662251655,
174
+ "grad_norm": 21.58188247680664,
175
+ "learning_rate": 1.638888888888889e-05,
176
+ "loss": 0.6041,
177
+ "step": 400
178
+ },
179
+ {
180
+ "epoch": 5.596026490066225,
181
+ "grad_norm": 53.391258239746094,
182
+ "learning_rate": 1.60233918128655e-05,
183
+ "loss": 0.6679,
184
+ "step": 425
185
+ },
186
+ {
187
+ "epoch": 5.927152317880795,
188
+ "grad_norm": 23.110708236694336,
189
+ "learning_rate": 1.5657894736842107e-05,
190
+ "loss": 0.7013,
191
+ "step": 450
192
+ },
193
+ {
194
+ "epoch": 6.0,
195
+ "eval_accuracy": 0.8587360594795539,
196
+ "eval_loss": 0.42313677072525024,
197
+ "eval_macro_f1": 0.8395592667001507,
198
+ "eval_runtime": 0.2326,
199
+ "eval_samples_per_second": 1156.688,
200
+ "eval_steps_per_second": 73.099,
201
+ "eval_weighted_f1": 0.8558492304589985,
202
+ "step": 456
203
+ },
204
+ {
205
+ "epoch": 6.251655629139073,
206
+ "grad_norm": 14.765984535217285,
207
+ "learning_rate": 1.5292397660818715e-05,
208
+ "loss": 0.3904,
209
+ "step": 475
210
+ },
211
+ {
212
+ "epoch": 6.582781456953643,
213
+ "grad_norm": 58.89537048339844,
214
+ "learning_rate": 1.4926900584795322e-05,
215
+ "loss": 0.5426,
216
+ "step": 500
217
+ },
218
+ {
219
+ "epoch": 6.913907284768212,
220
+ "grad_norm": 32.96780776977539,
221
+ "learning_rate": 1.4561403508771931e-05,
222
+ "loss": 0.5764,
223
+ "step": 525
224
+ },
225
+ {
226
+ "epoch": 7.0,
227
+ "eval_accuracy": 0.828996282527881,
228
+ "eval_loss": 0.4706585705280304,
229
+ "eval_macro_f1": 0.8203542392566783,
230
+ "eval_runtime": 0.2529,
231
+ "eval_samples_per_second": 1063.503,
232
+ "eval_steps_per_second": 67.21,
233
+ "eval_weighted_f1": 0.831925788721509,
234
+ "step": 532
235
+ },
236
+ {
237
+ "epoch": 7.23841059602649,
238
+ "grad_norm": 42.506404876708984,
239
+ "learning_rate": 1.4195906432748539e-05,
240
+ "loss": 0.485,
241
+ "step": 550
242
+ },
243
+ {
244
+ "epoch": 7.569536423841059,
245
+ "grad_norm": 47.10829544067383,
246
+ "learning_rate": 1.3830409356725148e-05,
247
+ "loss": 0.4954,
248
+ "step": 575
249
+ },
250
+ {
251
+ "epoch": 7.900662251655629,
252
+ "grad_norm": 34.07044982910156,
253
+ "learning_rate": 1.3464912280701757e-05,
254
+ "loss": 0.4538,
255
+ "step": 600
256
+ },
257
+ {
258
+ "epoch": 8.0,
259
+ "eval_accuracy": 0.8587360594795539,
260
+ "eval_loss": 0.5537682771682739,
261
+ "eval_macro_f1": 0.8422336090875416,
262
+ "eval_runtime": 0.2427,
263
+ "eval_samples_per_second": 1108.57,
264
+ "eval_steps_per_second": 70.058,
265
+ "eval_weighted_f1": 0.8572185927768402,
266
+ "step": 608
267
+ },
268
+ {
269
+ "epoch": 8.225165562913908,
270
+ "grad_norm": 73.26912689208984,
271
+ "learning_rate": 1.3099415204678362e-05,
272
+ "loss": 0.3656,
273
+ "step": 625
274
+ },
275
+ {
276
+ "epoch": 8.556291390728477,
277
+ "grad_norm": 170.6850128173828,
278
+ "learning_rate": 1.2733918128654971e-05,
279
+ "loss": 0.3243,
280
+ "step": 650
281
+ },
282
+ {
283
+ "epoch": 8.887417218543046,
284
+ "grad_norm": 4.319545269012451,
285
+ "learning_rate": 1.236842105263158e-05,
286
+ "loss": 0.2586,
287
+ "step": 675
288
+ },
289
+ {
290
+ "epoch": 9.0,
291
+ "eval_accuracy": 0.8438661710037175,
292
+ "eval_loss": 0.6647192239761353,
293
+ "eval_macro_f1": 0.8216180371352785,
294
+ "eval_runtime": 0.2421,
295
+ "eval_samples_per_second": 1110.965,
296
+ "eval_steps_per_second": 70.21,
297
+ "eval_weighted_f1": 0.8401191168785067,
298
+ "step": 684
299
+ },
300
+ {
301
+ "epoch": 9.211920529801324,
302
+ "grad_norm": 64.7196044921875,
303
+ "learning_rate": 1.2002923976608188e-05,
304
+ "loss": 0.2011,
305
+ "step": 700
306
+ },
307
+ {
308
+ "epoch": 9.543046357615895,
309
+ "grad_norm": 46.1414680480957,
310
+ "learning_rate": 1.1637426900584797e-05,
311
+ "loss": 0.1906,
312
+ "step": 725
313
+ },
314
+ {
315
+ "epoch": 9.874172185430464,
316
+ "grad_norm": 2.761384963989258,
317
+ "learning_rate": 1.1271929824561404e-05,
318
+ "loss": 0.3672,
319
+ "step": 750
320
+ },
321
+ {
322
+ "epoch": 10.0,
323
+ "eval_accuracy": 0.8475836431226765,
324
+ "eval_loss": 0.8873733282089233,
325
+ "eval_macro_f1": 0.8253385066117666,
326
+ "eval_runtime": 0.2426,
327
+ "eval_samples_per_second": 1108.753,
328
+ "eval_steps_per_second": 70.07,
329
+ "eval_weighted_f1": 0.8436444001988695,
330
+ "step": 760
331
+ },
332
+ {
333
+ "epoch": 10.198675496688741,
334
+ "grad_norm": 3.454347610473633,
335
+ "learning_rate": 1.0906432748538012e-05,
336
+ "loss": 0.2574,
337
+ "step": 775
338
+ },
339
+ {
340
+ "epoch": 10.52980132450331,
341
+ "grad_norm": 202.893310546875,
342
+ "learning_rate": 1.054093567251462e-05,
343
+ "loss": 0.3241,
344
+ "step": 800
345
+ },
346
+ {
347
+ "epoch": 10.860927152317881,
348
+ "grad_norm": 0.3046122193336487,
349
+ "learning_rate": 1.017543859649123e-05,
350
+ "loss": 0.2606,
351
+ "step": 825
352
+ },
353
+ {
354
+ "epoch": 11.0,
355
+ "eval_accuracy": 0.8550185873605948,
356
+ "eval_loss": 0.8593987226486206,
357
+ "eval_macro_f1": 0.8393538013934615,
358
+ "eval_runtime": 0.2486,
359
+ "eval_samples_per_second": 1082.202,
360
+ "eval_steps_per_second": 68.392,
361
+ "eval_weighted_f1": 0.854086159624456,
362
+ "step": 836
363
+ }
364
+ ],
365
+ "logging_steps": 25,
366
+ "max_steps": 1520,
367
+ "num_input_tokens_seen": 0,
368
+ "num_train_epochs": 20,
369
+ "save_steps": 500,
370
+ "stateful_callbacks": {
371
+ "EarlyStoppingCallback": {
372
+ "args": {
373
+ "early_stopping_patience": 3,
374
+ "early_stopping_threshold": 0.0
375
+ },
376
+ "attributes": {
377
+ "early_stopping_patience_counter": 3
378
+ }
379
+ },
380
+ "TrainerControl": {
381
+ "args": {
382
+ "should_epoch_stop": false,
383
+ "should_evaluate": false,
384
+ "should_log": false,
385
+ "should_save": true,
386
+ "should_training_stop": true
387
+ },
388
+ "attributes": {}
389
+ }
390
+ },
391
+ "total_flos": 0.0,
392
+ "train_batch_size": 8,
393
+ "trial_name": null,
394
+ "trial_params": null
395
+ }
ood-viclickbait2025-bamibert-source-source-02-s42-20260827T171930Z-ee19aa8e/trainer/checkpoint-380/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
ood-viclickbait2025-bamibert-source-source-02-s42-20260827T171930Z-ee19aa8e/trainer/checkpoint-380/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ood-viclickbait2025-bamibert-source-source-02-s42-20260827T171930Z-ee19aa8e/trainer/checkpoint-380/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "20480": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 2048,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizerFast",
54
+ "unk_token": "<unk>"
55
+ }