CodeIsAbstract commited on
Commit
ed93b40
·
verified ·
1 Parent(s): b57b501

Training in progress, step 500, checkpoint

Browse files
last-checkpoint/config.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "HybridTimeScaleLM"
4
+ ],
5
+ "bos_token_id": 1,
6
+ "chunk_size": 128,
7
+ "dropout": 0.05,
8
+ "dtype": "bfloat16",
9
+ "eos_token_id": 2,
10
+ "latent_dim": 768,
11
+ "layer_types": [
12
+ "linear",
13
+ "linear",
14
+ "linear",
15
+ "softmax",
16
+ "linear",
17
+ "linear",
18
+ "linear",
19
+ "softmax",
20
+ "linear",
21
+ "linear",
22
+ "linear",
23
+ "softmax"
24
+ ],
25
+ "model_type": "hybrid_fourier_lm",
26
+ "num_layers": 12,
27
+ "num_modes": 64,
28
+ "pad_token_id": 2,
29
+ "tie_word_embeddings": true,
30
+ "time_scale": 128.0,
31
+ "transformers_version": "5.14.1",
32
+ "use_cache": false,
33
+ "vocab_size": 32768
34
+ }
last-checkpoint/generation_config.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "bos_token_id": 1,
4
+ "eos_token_id": 2,
5
+ "output_attentions": false,
6
+ "output_hidden_states": false,
7
+ "pad_token_id": 2,
8
+ "transformers_version": "5.14.1"
9
+ }
last-checkpoint/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4a67d81e97596f2768511e4959660a99c3dabff68129710f50333a180c97ccf4
3
+ size 234681136
last-checkpoint/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:153578390500094706b5b2f9069514e099e3fa4d0f8671ad39f7456830573721
3
+ size 469516363
last-checkpoint/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:76cd281a3ce995fc434ac757f1094066d955dd6b7188cf148f0dd1523cb9cd80
3
+ size 14645
last-checkpoint/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:350811cf0b8d7ebb0375f99d7c5be37c2b3fc48fc087f648711ef9871266ac16
3
+ size 1465
last-checkpoint/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
last-checkpoint/tokenizer_config.json ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": false,
3
+ "backend": "tokenizers",
4
+ "bos_token": "<s>",
5
+ "clean_up_tokenization_spaces": false,
6
+ "eos_token": "</s>",
7
+ "is_local": false,
8
+ "legacy": false,
9
+ "local_files_only": false,
10
+ "model_max_length": 1000000000,
11
+ "pad_token": "</s>",
12
+ "sp_model_kwargs": {},
13
+ "spaces_between_special_tokens": false,
14
+ "tokenizer_class": "TokenizersBackend",
15
+ "unk_token": "<unk>",
16
+ "use_default_system_prompt": false
17
+ }
last-checkpoint/trainer_state.json ADDED
@@ -0,0 +1,424 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": null,
3
+ "best_metric": null,
4
+ "best_model_checkpoint": null,
5
+ "epoch": 0.1,
6
+ "eval_steps": 100,
7
+ "global_step": 500,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.002,
14
+ "grad_norm": 366.0,
15
+ "learning_rate": 1.7999999999999997e-05,
16
+ "loss": 3.335772705078125,
17
+ "step": 10
18
+ },
19
+ {
20
+ "epoch": 0.004,
21
+ "grad_norm": 76.0,
22
+ "learning_rate": 3.8e-05,
23
+ "loss": 3.325016403198242,
24
+ "step": 20
25
+ },
26
+ {
27
+ "epoch": 0.006,
28
+ "grad_norm": 426.0,
29
+ "learning_rate": 5.7999999999999994e-05,
30
+ "loss": 3.355701446533203,
31
+ "step": 30
32
+ },
33
+ {
34
+ "epoch": 0.008,
35
+ "grad_norm": 194.0,
36
+ "learning_rate": 7.8e-05,
37
+ "loss": 3.3106155395507812,
38
+ "step": 40
39
+ },
40
+ {
41
+ "epoch": 0.01,
42
+ "grad_norm": 712.0,
43
+ "learning_rate": 9.799999999999998e-05,
44
+ "loss": 3.270039367675781,
45
+ "step": 50
46
+ },
47
+ {
48
+ "epoch": 0.012,
49
+ "grad_norm": 164.0,
50
+ "learning_rate": 0.00011799999999999998,
51
+ "loss": 3.2886486053466797,
52
+ "step": 60
53
+ },
54
+ {
55
+ "epoch": 0.014,
56
+ "grad_norm": 162.0,
57
+ "learning_rate": 0.000138,
58
+ "loss": 3.2564620971679688,
59
+ "step": 70
60
+ },
61
+ {
62
+ "epoch": 0.016,
63
+ "grad_norm": 234.0,
64
+ "learning_rate": 0.00015799999999999996,
65
+ "loss": 3.267023468017578,
66
+ "step": 80
67
+ },
68
+ {
69
+ "epoch": 0.018,
70
+ "grad_norm": 1536.0,
71
+ "learning_rate": 0.000178,
72
+ "loss": 3.231563949584961,
73
+ "step": 90
74
+ },
75
+ {
76
+ "epoch": 0.02,
77
+ "grad_norm": 39.5,
78
+ "learning_rate": 0.000198,
79
+ "loss": 3.2340599060058595,
80
+ "step": 100
81
+ },
82
+ {
83
+ "epoch": 0.02,
84
+ "eval_loss": 3.491870403289795,
85
+ "eval_runtime": 4.5004,
86
+ "eval_samples_per_second": 66.216,
87
+ "eval_steps_per_second": 3.777,
88
+ "step": 100
89
+ },
90
+ {
91
+ "epoch": 0.022,
92
+ "grad_norm": 23.0,
93
+ "learning_rate": 0.00021799999999999999,
94
+ "loss": 3.20191650390625,
95
+ "step": 110
96
+ },
97
+ {
98
+ "epoch": 0.024,
99
+ "grad_norm": 32.0,
100
+ "learning_rate": 0.00023799999999999998,
101
+ "loss": 3.2040287017822267,
102
+ "step": 120
103
+ },
104
+ {
105
+ "epoch": 0.026,
106
+ "grad_norm": 136.0,
107
+ "learning_rate": 0.000258,
108
+ "loss": 3.1589597702026366,
109
+ "step": 130
110
+ },
111
+ {
112
+ "epoch": 0.028,
113
+ "grad_norm": 238.0,
114
+ "learning_rate": 0.000278,
115
+ "loss": 3.150320625305176,
116
+ "step": 140
117
+ },
118
+ {
119
+ "epoch": 0.03,
120
+ "grad_norm": 540.0,
121
+ "learning_rate": 0.000298,
122
+ "loss": 3.172740364074707,
123
+ "step": 150
124
+ },
125
+ {
126
+ "epoch": 0.032,
127
+ "grad_norm": 58.0,
128
+ "learning_rate": 0.0003,
129
+ "loss": 3.149807167053223,
130
+ "step": 160
131
+ },
132
+ {
133
+ "epoch": 0.034,
134
+ "grad_norm": 196.0,
135
+ "learning_rate": 0.0003,
136
+ "loss": 3.169495391845703,
137
+ "step": 170
138
+ },
139
+ {
140
+ "epoch": 0.036,
141
+ "grad_norm": 444.0,
142
+ "learning_rate": 0.0003,
143
+ "loss": 3.1639734268188477,
144
+ "step": 180
145
+ },
146
+ {
147
+ "epoch": 0.038,
148
+ "grad_norm": 378.0,
149
+ "learning_rate": 0.0003,
150
+ "loss": 3.221640777587891,
151
+ "step": 190
152
+ },
153
+ {
154
+ "epoch": 0.04,
155
+ "grad_norm": 2272.0,
156
+ "learning_rate": 0.0003,
157
+ "loss": 3.1916147232055665,
158
+ "step": 200
159
+ },
160
+ {
161
+ "epoch": 0.04,
162
+ "eval_loss": 3.4648807048797607,
163
+ "eval_runtime": 4.3534,
164
+ "eval_samples_per_second": 68.452,
165
+ "eval_steps_per_second": 3.905,
166
+ "step": 200
167
+ },
168
+ {
169
+ "epoch": 0.042,
170
+ "grad_norm": 520.0,
171
+ "learning_rate": 0.0003,
172
+ "loss": 3.1814949035644533,
173
+ "step": 210
174
+ },
175
+ {
176
+ "epoch": 0.044,
177
+ "grad_norm": 87.0,
178
+ "learning_rate": 0.0003,
179
+ "loss": 3.1746402740478517,
180
+ "step": 220
181
+ },
182
+ {
183
+ "epoch": 0.046,
184
+ "grad_norm": 39.0,
185
+ "learning_rate": 0.0003,
186
+ "loss": 3.172597885131836,
187
+ "step": 230
188
+ },
189
+ {
190
+ "epoch": 0.048,
191
+ "grad_norm": 50.5,
192
+ "learning_rate": 0.0003,
193
+ "loss": 3.1576799392700194,
194
+ "step": 240
195
+ },
196
+ {
197
+ "epoch": 0.05,
198
+ "grad_norm": 29.0,
199
+ "learning_rate": 0.0003,
200
+ "loss": 3.1418006896972654,
201
+ "step": 250
202
+ },
203
+ {
204
+ "epoch": 0.052,
205
+ "grad_norm": 50.5,
206
+ "learning_rate": 0.0003,
207
+ "loss": 3.1035797119140627,
208
+ "step": 260
209
+ },
210
+ {
211
+ "epoch": 0.054,
212
+ "grad_norm": 568.0,
213
+ "learning_rate": 0.0003,
214
+ "loss": 3.095198059082031,
215
+ "step": 270
216
+ },
217
+ {
218
+ "epoch": 0.056,
219
+ "grad_norm": 15.5625,
220
+ "learning_rate": 0.0003,
221
+ "loss": 3.079079818725586,
222
+ "step": 280
223
+ },
224
+ {
225
+ "epoch": 0.058,
226
+ "grad_norm": 17.625,
227
+ "learning_rate": 0.0003,
228
+ "loss": 3.060195732116699,
229
+ "step": 290
230
+ },
231
+ {
232
+ "epoch": 0.06,
233
+ "grad_norm": 56.25,
234
+ "learning_rate": 0.0003,
235
+ "loss": 3.0736625671386717,
236
+ "step": 300
237
+ },
238
+ {
239
+ "epoch": 0.06,
240
+ "eval_loss": 3.349555015563965,
241
+ "eval_runtime": 4.3918,
242
+ "eval_samples_per_second": 67.854,
243
+ "eval_steps_per_second": 3.871,
244
+ "step": 300
245
+ },
246
+ {
247
+ "epoch": 0.062,
248
+ "grad_norm": 432.0,
249
+ "learning_rate": 0.0003,
250
+ "loss": 3.0508825302124025,
251
+ "step": 310
252
+ },
253
+ {
254
+ "epoch": 0.064,
255
+ "grad_norm": 6.28125,
256
+ "learning_rate": 0.0003,
257
+ "loss": 3.021405792236328,
258
+ "step": 320
259
+ },
260
+ {
261
+ "epoch": 0.066,
262
+ "grad_norm": 161.0,
263
+ "learning_rate": 0.0003,
264
+ "loss": 3.011042022705078,
265
+ "step": 330
266
+ },
267
+ {
268
+ "epoch": 0.068,
269
+ "grad_norm": 29.625,
270
+ "learning_rate": 0.0003,
271
+ "loss": 2.9988969802856444,
272
+ "step": 340
273
+ },
274
+ {
275
+ "epoch": 0.07,
276
+ "grad_norm": 24.625,
277
+ "learning_rate": 0.0003,
278
+ "loss": 2.9939882278442385,
279
+ "step": 350
280
+ },
281
+ {
282
+ "epoch": 0.072,
283
+ "grad_norm": 61.0,
284
+ "learning_rate": 0.0003,
285
+ "loss": 2.979990768432617,
286
+ "step": 360
287
+ },
288
+ {
289
+ "epoch": 0.074,
290
+ "grad_norm": 13.6875,
291
+ "learning_rate": 0.0003,
292
+ "loss": 2.9845876693725586,
293
+ "step": 370
294
+ },
295
+ {
296
+ "epoch": 0.076,
297
+ "grad_norm": 280.0,
298
+ "learning_rate": 0.0003,
299
+ "loss": 2.975000762939453,
300
+ "step": 380
301
+ },
302
+ {
303
+ "epoch": 0.078,
304
+ "grad_norm": 21.125,
305
+ "learning_rate": 0.0003,
306
+ "loss": 2.958791732788086,
307
+ "step": 390
308
+ },
309
+ {
310
+ "epoch": 0.08,
311
+ "grad_norm": 12.8125,
312
+ "learning_rate": 0.0003,
313
+ "loss": 2.956746482849121,
314
+ "step": 400
315
+ },
316
+ {
317
+ "epoch": 0.08,
318
+ "eval_loss": 3.2549893856048584,
319
+ "eval_runtime": 4.4045,
320
+ "eval_samples_per_second": 67.658,
321
+ "eval_steps_per_second": 3.86,
322
+ "step": 400
323
+ },
324
+ {
325
+ "epoch": 0.082,
326
+ "grad_norm": 314.0,
327
+ "learning_rate": 0.0003,
328
+ "loss": 2.9515405654907227,
329
+ "step": 410
330
+ },
331
+ {
332
+ "epoch": 0.084,
333
+ "grad_norm": 2.125,
334
+ "learning_rate": 0.0003,
335
+ "loss": 2.910631561279297,
336
+ "step": 420
337
+ },
338
+ {
339
+ "epoch": 0.086,
340
+ "grad_norm": 24.75,
341
+ "learning_rate": 0.0003,
342
+ "loss": 2.8589399337768553,
343
+ "step": 430
344
+ },
345
+ {
346
+ "epoch": 0.088,
347
+ "grad_norm": 3.78125,
348
+ "learning_rate": 0.0003,
349
+ "loss": 2.844576835632324,
350
+ "step": 440
351
+ },
352
+ {
353
+ "epoch": 0.09,
354
+ "grad_norm": 1.6171875,
355
+ "learning_rate": 0.0003,
356
+ "loss": 2.7850717544555663,
357
+ "step": 450
358
+ },
359
+ {
360
+ "epoch": 0.092,
361
+ "grad_norm": 6.5625,
362
+ "learning_rate": 0.0003,
363
+ "loss": 2.7605606079101563,
364
+ "step": 460
365
+ },
366
+ {
367
+ "epoch": 0.094,
368
+ "grad_norm": 12.5625,
369
+ "learning_rate": 0.0003,
370
+ "loss": 2.747697639465332,
371
+ "step": 470
372
+ },
373
+ {
374
+ "epoch": 0.096,
375
+ "grad_norm": 0.7734375,
376
+ "learning_rate": 0.0003,
377
+ "loss": 2.7024419784545897,
378
+ "step": 480
379
+ },
380
+ {
381
+ "epoch": 0.098,
382
+ "grad_norm": 0.55078125,
383
+ "learning_rate": 0.0003,
384
+ "loss": 2.727059173583984,
385
+ "step": 490
386
+ },
387
+ {
388
+ "epoch": 0.1,
389
+ "grad_norm": 1.3046875,
390
+ "learning_rate": 0.0003,
391
+ "loss": 2.688610076904297,
392
+ "step": 500
393
+ },
394
+ {
395
+ "epoch": 0.1,
396
+ "eval_loss": 3.0536108016967773,
397
+ "eval_runtime": 4.4183,
398
+ "eval_samples_per_second": 67.447,
399
+ "eval_steps_per_second": 3.848,
400
+ "step": 500
401
+ }
402
+ ],
403
+ "logging_steps": 10,
404
+ "max_steps": 5000,
405
+ "num_input_tokens_seen": 0,
406
+ "num_train_epochs": 9223372036854775807,
407
+ "save_steps": 500,
408
+ "stateful_callbacks": {
409
+ "TrainerControl": {
410
+ "args": {
411
+ "should_epoch_stop": false,
412
+ "should_evaluate": false,
413
+ "should_log": false,
414
+ "should_save": true,
415
+ "should_training_stop": false
416
+ },
417
+ "attributes": {}
418
+ }
419
+ },
420
+ "total_flos": 1.63077257428992e+17,
421
+ "train_batch_size": 18,
422
+ "trial_name": null,
423
+ "trial_params": null
424
+ }
last-checkpoint/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c9a625cbd88d4dad26e6b50e0305d7d4e34154cb8f6a48898a5b841114f667ac
3
+ size 5265