Cuong2004 commited on
Commit
47b3a82
·
verified ·
1 Parent(s): 06b4c4d

Checkpoint gch-stu-003-seed42-r1-hard step 250000 with recovery metadata

Browse files
checkpoints/gch-stu-003-seed42-r1-hard/checkpoint_step_250000.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9ca1e6c4f6b8a0dcf53ed9b6716942f23f88a11a49ec6323b16bdaace09b0a56
3
+ size 22360571
checkpoints/gch-stu-003-seed42-r1-hard/latest_checkpoint.json CHANGED
@@ -1,10 +1,6 @@
1
  {
2
- "latest_step": 240000,
3
- "latest_file": "checkpoint_step_240000.pt",
4
- "stream_offset": 122880000,
5
- "metrics": {
6
- "validation_count": 100000.0,
7
- "unsupported_count": 131.0,
8
- "multi_reference_exact_match_top1": 0.13009
9
- }
10
  }
 
1
  {
2
+ "latest_step": 250000,
3
+ "latest_file": "checkpoint_step_250000.pt",
4
+ "stream_offset": 128000000,
5
+ "metrics": {}
 
 
 
 
6
  }
runs/gch-stu-003-seed42-r1-hard/checkpoint_history.json CHANGED
@@ -279,5 +279,22 @@
279
  "upload_seconds": 32.021091580001666,
280
  "completed_unix": 1793942945.2672913,
281
  "checkpoint_bytes_per_second": 698307.5809309696
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
282
  }
283
  ]
 
279
  "upload_seconds": 32.021091580001666,
280
  "completed_unix": 1793942945.2672913,
281
  "checkpoint_bytes_per_second": 698307.5809309696
282
+ },
283
+ {
284
+ "run_id": "gch-stu-003-seed42-r1-hard",
285
+ "step": 240000,
286
+ "checkpoint": "checkpoint_step_240000.pt",
287
+ "checkpoint_sha256": "5a22a7bf49c8f49164392b9ec948750558d6ffc3d7980566b61ede2d9b1d141e",
288
+ "hf_commit": "06b4c4d2dc93f8332d877630075b6aca025ff1d7",
289
+ "recovered_from_pinned_revision": true,
290
+ "selection_metrics": {
291
+ "validation_count": 100000.0,
292
+ "unsupported_count": 131.0,
293
+ "multi_reference_exact_match_top1": 0.13009
294
+ },
295
+ "train_loss": null,
296
+ "learning_rate": null,
297
+ "elapsed_seconds": 24876.747824196,
298
+ "training_update_seconds": 15908.514085039673
299
  }
300
  ]
runs/gch-stu-003-seed42-r1-hard/metrics/loss-step-250000.json ADDED
@@ -0,0 +1,734 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "identity": {
3
+ "run_id": "gch-stu-003-seed42-r1-hard",
4
+ "git_commit": "4af028bd2ca62398f290692ab10c53f7f573a238",
5
+ "dirty_state": false,
6
+ "config_fingerprint": "b9eb1d1cea866a022264c6f05420f37f070f70c3a336c05928aa64d81ae62d13",
7
+ "dataset_fingerprint": "ccb6c5b7f1bddec623cd94a9fc146a4d268f35eaab666459de6b911732d4a32b",
8
+ "seed": 42,
9
+ "task_variant": "T2_JOINT",
10
+ "code_fingerprint": "2925726dc5fff5a1d15fb8f14586a36c7df24e7274d19b2b204e0b9d30f09d6d",
11
+ "source": {
12
+ "revision": "a1adc9749e294ccff4eaac376de1c78ef0ea33ca",
13
+ "files": {
14
+ "train": [
15
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00000-of-00500.parquet",
16
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00001-of-00500.parquet",
17
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00002-of-00500.parquet",
18
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00003-of-00500.parquet",
19
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00004-of-00500.parquet",
20
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00005-of-00500.parquet",
21
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00006-of-00500.parquet",
22
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00007-of-00500.parquet",
23
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00008-of-00500.parquet",
24
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00009-of-00500.parquet",
25
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00010-of-00500.parquet",
26
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00011-of-00500.parquet",
27
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00012-of-00500.parquet",
28
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00013-of-00500.parquet",
29
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00014-of-00500.parquet",
30
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00015-of-00500.parquet",
31
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00016-of-00500.parquet",
32
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00017-of-00500.parquet",
33
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00018-of-00500.parquet",
34
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00019-of-00500.parquet",
35
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00020-of-00500.parquet",
36
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00021-of-00500.parquet",
37
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00022-of-00500.parquet",
38
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00023-of-00500.parquet",
39
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00024-of-00500.parquet",
40
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00025-of-00500.parquet",
41
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00026-of-00500.parquet",
42
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00027-of-00500.parquet",
43
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00028-of-00500.parquet",
44
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00029-of-00500.parquet",
45
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00030-of-00500.parquet",
46
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00031-of-00500.parquet",
47
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00032-of-00500.parquet",
48
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00033-of-00500.parquet",
49
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00034-of-00500.parquet",
50
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00035-of-00500.parquet",
51
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00036-of-00500.parquet",
52
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00037-of-00500.parquet",
53
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00038-of-00500.parquet",
54
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00039-of-00500.parquet",
55
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00040-of-00500.parquet",
56
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00041-of-00500.parquet",
57
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00042-of-00500.parquet",
58
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00043-of-00500.parquet",
59
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00044-of-00500.parquet",
60
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00045-of-00500.parquet",
61
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00046-of-00500.parquet",
62
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00047-of-00500.parquet",
63
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00048-of-00500.parquet",
64
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00049-of-00500.parquet",
65
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00050-of-00500.parquet",
66
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00051-of-00500.parquet",
67
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00052-of-00500.parquet",
68
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00053-of-00500.parquet",
69
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00054-of-00500.parquet",
70
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00055-of-00500.parquet",
71
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00056-of-00500.parquet",
72
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00057-of-00500.parquet",
73
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00058-of-00500.parquet",
74
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00059-of-00500.parquet",
75
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00060-of-00500.parquet",
76
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00061-of-00500.parquet",
77
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00062-of-00500.parquet",
78
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00063-of-00500.parquet",
79
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00064-of-00500.parquet",
80
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00065-of-00500.parquet",
81
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00066-of-00500.parquet",
82
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00067-of-00500.parquet",
83
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00068-of-00500.parquet",
84
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00069-of-00500.parquet",
85
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00070-of-00500.parquet",
86
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00071-of-00500.parquet",
87
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00072-of-00500.parquet",
88
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00073-of-00500.parquet",
89
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00074-of-00500.parquet",
90
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00075-of-00500.parquet",
91
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00076-of-00500.parquet",
92
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00077-of-00500.parquet",
93
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00078-of-00500.parquet",
94
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00079-of-00500.parquet",
95
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00080-of-00500.parquet",
96
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00081-of-00500.parquet",
97
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00082-of-00500.parquet",
98
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00083-of-00500.parquet",
99
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00084-of-00500.parquet",
100
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00085-of-00500.parquet",
101
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00086-of-00500.parquet",
102
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00087-of-00500.parquet",
103
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00088-of-00500.parquet",
104
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00089-of-00500.parquet",
105
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00090-of-00500.parquet",
106
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00091-of-00500.parquet",
107
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00092-of-00500.parquet",
108
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00093-of-00500.parquet",
109
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00094-of-00500.parquet",
110
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00095-of-00500.parquet",
111
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00096-of-00500.parquet",
112
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00097-of-00500.parquet",
113
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00098-of-00500.parquet",
114
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00099-of-00500.parquet",
115
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00100-of-00500.parquet",
116
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00101-of-00500.parquet",
117
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00102-of-00500.parquet",
118
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00103-of-00500.parquet",
119
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00104-of-00500.parquet",
120
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00105-of-00500.parquet",
121
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00106-of-00500.parquet",
122
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00107-of-00500.parquet",
123
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00108-of-00500.parquet",
124
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00109-of-00500.parquet",
125
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00110-of-00500.parquet",
126
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00111-of-00500.parquet",
127
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00112-of-00500.parquet",
128
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00113-of-00500.parquet",
129
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00114-of-00500.parquet",
130
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00115-of-00500.parquet",
131
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00116-of-00500.parquet",
132
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00117-of-00500.parquet",
133
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00118-of-00500.parquet",
134
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00119-of-00500.parquet",
135
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00120-of-00500.parquet",
136
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00121-of-00500.parquet",
137
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00122-of-00500.parquet",
138
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00123-of-00500.parquet",
139
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00124-of-00500.parquet",
140
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00125-of-00500.parquet",
141
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00126-of-00500.parquet",
142
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00127-of-00500.parquet",
143
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00128-of-00500.parquet",
144
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00129-of-00500.parquet",
145
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00130-of-00500.parquet",
146
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00131-of-00500.parquet",
147
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00132-of-00500.parquet",
148
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00133-of-00500.parquet",
149
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00134-of-00500.parquet",
150
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00135-of-00500.parquet",
151
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00136-of-00500.parquet",
152
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00137-of-00500.parquet",
153
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00138-of-00500.parquet",
154
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00139-of-00500.parquet",
155
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00140-of-00500.parquet",
156
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00141-of-00500.parquet",
157
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00142-of-00500.parquet",
158
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00143-of-00500.parquet",
159
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00144-of-00500.parquet",
160
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00145-of-00500.parquet",
161
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00146-of-00500.parquet",
162
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00147-of-00500.parquet",
163
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00148-of-00500.parquet",
164
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00149-of-00500.parquet",
165
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00150-of-00500.parquet",
166
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00151-of-00500.parquet",
167
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00152-of-00500.parquet",
168
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00153-of-00500.parquet",
169
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00154-of-00500.parquet",
170
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00155-of-00500.parquet",
171
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00156-of-00500.parquet",
172
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00157-of-00500.parquet",
173
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00158-of-00500.parquet",
174
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00159-of-00500.parquet",
175
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00160-of-00500.parquet",
176
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00161-of-00500.parquet",
177
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00162-of-00500.parquet",
178
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00163-of-00500.parquet",
179
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00164-of-00500.parquet",
180
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00165-of-00500.parquet",
181
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00166-of-00500.parquet",
182
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00167-of-00500.parquet",
183
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00168-of-00500.parquet",
184
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00169-of-00500.parquet",
185
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00170-of-00500.parquet",
186
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00171-of-00500.parquet",
187
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00172-of-00500.parquet",
188
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00173-of-00500.parquet",
189
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00174-of-00500.parquet",
190
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00175-of-00500.parquet",
191
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00176-of-00500.parquet",
192
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00177-of-00500.parquet",
193
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00178-of-00500.parquet",
194
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00179-of-00500.parquet",
195
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00180-of-00500.parquet",
196
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00181-of-00500.parquet",
197
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00182-of-00500.parquet",
198
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00183-of-00500.parquet",
199
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00184-of-00500.parquet",
200
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00185-of-00500.parquet",
201
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00186-of-00500.parquet",
202
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00187-of-00500.parquet",
203
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00188-of-00500.parquet",
204
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00189-of-00500.parquet",
205
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00190-of-00500.parquet",
206
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00191-of-00500.parquet",
207
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00192-of-00500.parquet",
208
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00193-of-00500.parquet",
209
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00194-of-00500.parquet",
210
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00195-of-00500.parquet",
211
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00196-of-00500.parquet",
212
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00197-of-00500.parquet",
213
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00198-of-00500.parquet",
214
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00199-of-00500.parquet",
215
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00200-of-00500.parquet",
216
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00201-of-00500.parquet",
217
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00202-of-00500.parquet",
218
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00203-of-00500.parquet",
219
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00204-of-00500.parquet",
220
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00205-of-00500.parquet",
221
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00206-of-00500.parquet",
222
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00207-of-00500.parquet",
223
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00208-of-00500.parquet",
224
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00209-of-00500.parquet",
225
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00210-of-00500.parquet",
226
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00211-of-00500.parquet",
227
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00212-of-00500.parquet",
228
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00213-of-00500.parquet",
229
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00214-of-00500.parquet",
230
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00215-of-00500.parquet",
231
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00216-of-00500.parquet",
232
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00217-of-00500.parquet",
233
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00218-of-00500.parquet",
234
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00219-of-00500.parquet",
235
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00220-of-00500.parquet",
236
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00221-of-00500.parquet",
237
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00222-of-00500.parquet",
238
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00223-of-00500.parquet",
239
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00224-of-00500.parquet",
240
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00225-of-00500.parquet",
241
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00226-of-00500.parquet",
242
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00227-of-00500.parquet",
243
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00228-of-00500.parquet",
244
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00229-of-00500.parquet",
245
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00230-of-00500.parquet",
246
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00231-of-00500.parquet",
247
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00232-of-00500.parquet",
248
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00233-of-00500.parquet",
249
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00234-of-00500.parquet",
250
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00235-of-00500.parquet",
251
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00236-of-00500.parquet",
252
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00237-of-00500.parquet",
253
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00238-of-00500.parquet",
254
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00239-of-00500.parquet",
255
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00240-of-00500.parquet",
256
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00241-of-00500.parquet",
257
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00242-of-00500.parquet",
258
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00243-of-00500.parquet",
259
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00244-of-00500.parquet",
260
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00245-of-00500.parquet",
261
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00246-of-00500.parquet",
262
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00247-of-00500.parquet",
263
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00248-of-00500.parquet",
264
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00249-of-00500.parquet",
265
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00250-of-00500.parquet",
266
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00251-of-00500.parquet",
267
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00252-of-00500.parquet",
268
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00253-of-00500.parquet",
269
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00254-of-00500.parquet",
270
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00255-of-00500.parquet",
271
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00256-of-00500.parquet",
272
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00257-of-00500.parquet",
273
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00258-of-00500.parquet",
274
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00259-of-00500.parquet",
275
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00260-of-00500.parquet",
276
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00261-of-00500.parquet",
277
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00262-of-00500.parquet",
278
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00263-of-00500.parquet",
279
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00264-of-00500.parquet",
280
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00265-of-00500.parquet",
281
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00266-of-00500.parquet",
282
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00267-of-00500.parquet",
283
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00268-of-00500.parquet",
284
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00269-of-00500.parquet",
285
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00270-of-00500.parquet",
286
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00271-of-00500.parquet",
287
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00272-of-00500.parquet",
288
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00273-of-00500.parquet",
289
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00274-of-00500.parquet",
290
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00275-of-00500.parquet",
291
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00276-of-00500.parquet",
292
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00277-of-00500.parquet",
293
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00278-of-00500.parquet",
294
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00279-of-00500.parquet",
295
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00280-of-00500.parquet",
296
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00281-of-00500.parquet",
297
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00282-of-00500.parquet",
298
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00283-of-00500.parquet",
299
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00284-of-00500.parquet",
300
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00285-of-00500.parquet",
301
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00286-of-00500.parquet",
302
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00287-of-00500.parquet",
303
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00288-of-00500.parquet",
304
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00289-of-00500.parquet",
305
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00290-of-00500.parquet",
306
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00291-of-00500.parquet",
307
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00292-of-00500.parquet",
308
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00293-of-00500.parquet",
309
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00294-of-00500.parquet",
310
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00295-of-00500.parquet",
311
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00296-of-00500.parquet",
312
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00297-of-00500.parquet",
313
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00298-of-00500.parquet",
314
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00299-of-00500.parquet",
315
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00300-of-00500.parquet",
316
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00301-of-00500.parquet",
317
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00302-of-00500.parquet",
318
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00303-of-00500.parquet",
319
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00304-of-00500.parquet",
320
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00305-of-00500.parquet",
321
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00306-of-00500.parquet",
322
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00307-of-00500.parquet",
323
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00308-of-00500.parquet",
324
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00309-of-00500.parquet",
325
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00310-of-00500.parquet",
326
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00311-of-00500.parquet",
327
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00312-of-00500.parquet",
328
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00313-of-00500.parquet",
329
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00314-of-00500.parquet",
330
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00315-of-00500.parquet",
331
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00316-of-00500.parquet",
332
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00317-of-00500.parquet",
333
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00318-of-00500.parquet",
334
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00319-of-00500.parquet",
335
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00320-of-00500.parquet",
336
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00321-of-00500.parquet",
337
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00322-of-00500.parquet",
338
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00323-of-00500.parquet",
339
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00324-of-00500.parquet",
340
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00325-of-00500.parquet",
341
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00326-of-00500.parquet",
342
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00327-of-00500.parquet",
343
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00328-of-00500.parquet",
344
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00329-of-00500.parquet",
345
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00330-of-00500.parquet",
346
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00331-of-00500.parquet",
347
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00332-of-00500.parquet",
348
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00333-of-00500.parquet",
349
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00334-of-00500.parquet",
350
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00335-of-00500.parquet",
351
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00336-of-00500.parquet",
352
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00337-of-00500.parquet",
353
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00338-of-00500.parquet",
354
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00339-of-00500.parquet",
355
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00340-of-00500.parquet",
356
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00341-of-00500.parquet",
357
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00342-of-00500.parquet",
358
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00343-of-00500.parquet",
359
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00344-of-00500.parquet",
360
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00345-of-00500.parquet",
361
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00346-of-00500.parquet",
362
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00347-of-00500.parquet",
363
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00348-of-00500.parquet",
364
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00349-of-00500.parquet",
365
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00350-of-00500.parquet",
366
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00351-of-00500.parquet",
367
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00352-of-00500.parquet",
368
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00353-of-00500.parquet",
369
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00354-of-00500.parquet",
370
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00355-of-00500.parquet",
371
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00356-of-00500.parquet",
372
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00357-of-00500.parquet",
373
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00358-of-00500.parquet",
374
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00359-of-00500.parquet",
375
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00360-of-00500.parquet",
376
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00361-of-00500.parquet",
377
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00362-of-00500.parquet",
378
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00363-of-00500.parquet",
379
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00364-of-00500.parquet",
380
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00365-of-00500.parquet",
381
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00366-of-00500.parquet",
382
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00367-of-00500.parquet",
383
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00368-of-00500.parquet",
384
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00369-of-00500.parquet",
385
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00370-of-00500.parquet",
386
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00371-of-00500.parquet",
387
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00372-of-00500.parquet",
388
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00373-of-00500.parquet",
389
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00374-of-00500.parquet",
390
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00375-of-00500.parquet",
391
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00376-of-00500.parquet",
392
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00377-of-00500.parquet",
393
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00378-of-00500.parquet",
394
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00379-of-00500.parquet",
395
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00380-of-00500.parquet",
396
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00381-of-00500.parquet",
397
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00382-of-00500.parquet",
398
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00383-of-00500.parquet",
399
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00384-of-00500.parquet",
400
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00385-of-00500.parquet",
401
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00386-of-00500.parquet",
402
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00387-of-00500.parquet",
403
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00388-of-00500.parquet",
404
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00389-of-00500.parquet",
405
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00390-of-00500.parquet",
406
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00391-of-00500.parquet",
407
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00392-of-00500.parquet",
408
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00393-of-00500.parquet",
409
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00394-of-00500.parquet",
410
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00395-of-00500.parquet",
411
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00396-of-00500.parquet",
412
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00397-of-00500.parquet",
413
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00398-of-00500.parquet",
414
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00399-of-00500.parquet",
415
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00400-of-00500.parquet",
416
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00401-of-00500.parquet",
417
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00402-of-00500.parquet",
418
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00403-of-00500.parquet",
419
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00404-of-00500.parquet",
420
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00405-of-00500.parquet",
421
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00406-of-00500.parquet",
422
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00407-of-00500.parquet",
423
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00408-of-00500.parquet",
424
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00409-of-00500.parquet",
425
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00410-of-00500.parquet",
426
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00411-of-00500.parquet",
427
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00412-of-00500.parquet",
428
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00413-of-00500.parquet",
429
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00414-of-00500.parquet",
430
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00415-of-00500.parquet",
431
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00416-of-00500.parquet",
432
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00417-of-00500.parquet",
433
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00418-of-00500.parquet",
434
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00419-of-00500.parquet",
435
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00420-of-00500.parquet",
436
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00421-of-00500.parquet",
437
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00422-of-00500.parquet",
438
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00423-of-00500.parquet",
439
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00424-of-00500.parquet",
440
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00425-of-00500.parquet",
441
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00426-of-00500.parquet",
442
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00427-of-00500.parquet",
443
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00428-of-00500.parquet",
444
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00429-of-00500.parquet",
445
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00430-of-00500.parquet",
446
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00431-of-00500.parquet",
447
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00432-of-00500.parquet",
448
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00433-of-00500.parquet",
449
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00434-of-00500.parquet",
450
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00435-of-00500.parquet",
451
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00436-of-00500.parquet",
452
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00437-of-00500.parquet",
453
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00438-of-00500.parquet",
454
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00439-of-00500.parquet",
455
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00440-of-00500.parquet",
456
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00441-of-00500.parquet",
457
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00442-of-00500.parquet",
458
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00443-of-00500.parquet",
459
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00444-of-00500.parquet",
460
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00445-of-00500.parquet",
461
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00446-of-00500.parquet",
462
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00447-of-00500.parquet",
463
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00448-of-00500.parquet",
464
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00449-of-00500.parquet",
465
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00450-of-00500.parquet",
466
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00451-of-00500.parquet",
467
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00452-of-00500.parquet",
468
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00453-of-00500.parquet",
469
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00454-of-00500.parquet",
470
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00455-of-00500.parquet",
471
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00456-of-00500.parquet",
472
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00457-of-00500.parquet",
473
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00458-of-00500.parquet",
474
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00459-of-00500.parquet",
475
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00460-of-00500.parquet",
476
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00461-of-00500.parquet",
477
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00462-of-00500.parquet",
478
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00463-of-00500.parquet",
479
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00464-of-00500.parquet",
480
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00465-of-00500.parquet",
481
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00466-of-00500.parquet",
482
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00467-of-00500.parquet",
483
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00468-of-00500.parquet",
484
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00469-of-00500.parquet",
485
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00470-of-00500.parquet",
486
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00471-of-00500.parquet",
487
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00472-of-00500.parquet",
488
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00473-of-00500.parquet",
489
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00474-of-00500.parquet",
490
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00475-of-00500.parquet",
491
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00476-of-00500.parquet",
492
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00477-of-00500.parquet",
493
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00478-of-00500.parquet",
494
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00479-of-00500.parquet",
495
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00480-of-00500.parquet",
496
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00481-of-00500.parquet",
497
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00482-of-00500.parquet",
498
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00483-of-00500.parquet",
499
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00484-of-00500.parquet",
500
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00485-of-00500.parquet",
501
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00486-of-00500.parquet",
502
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00487-of-00500.parquet",
503
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00488-of-00500.parquet",
504
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00489-of-00500.parquet",
505
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00490-of-00500.parquet",
506
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00491-of-00500.parquet",
507
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00492-of-00500.parquet",
508
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00493-of-00500.parquet",
509
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00494-of-00500.parquet",
510
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00495-of-00500.parquet",
511
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00496-of-00500.parquet",
512
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00497-of-00500.parquet",
513
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00498-of-00500.parquet",
514
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_pretokenized_v2/train/train-00499-of-00500.parquet"
515
+ ],
516
+ "validation": [
517
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00000-of-00032.parquet",
518
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00001-of-00032.parquet",
519
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00002-of-00032.parquet",
520
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00003-of-00032.parquet",
521
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00004-of-00032.parquet",
522
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00005-of-00032.parquet",
523
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00006-of-00032.parquet",
524
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00007-of-00032.parquet",
525
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00008-of-00032.parquet",
526
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00009-of-00032.parquet",
527
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00010-of-00032.parquet",
528
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00011-of-00032.parquet",
529
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00012-of-00032.parquet",
530
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00013-of-00032.parquet",
531
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00014-of-00032.parquet",
532
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00015-of-00032.parquet",
533
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00016-of-00032.parquet",
534
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00017-of-00032.parquet",
535
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00018-of-00032.parquet",
536
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00019-of-00032.parquet",
537
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00020-of-00032.parquet",
538
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00021-of-00032.parquet",
539
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00022-of-00032.parquet",
540
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00023-of-00032.parquet",
541
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00024-of-00032.parquet",
542
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00025-of-00032.parquet",
543
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00026-of-00032.parquet",
544
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00027-of-00032.parquet",
545
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00028-of-00032.parquet",
546
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00029-of-00032.parquet",
547
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00030-of-00032.parquet",
548
+ "hf://datasets/Cuong2004/NextKey@a1adc9749e294ccff4eaac376de1c78ef0ea33ca/wanjuan_full_corpus/T2_JOINT_lowercase38/parquet/validation-00031-of-00032.parquet"
549
+ ]
550
+ },
551
+ "manifest_sha256": "be0b123332b94fdad66f4c8bc9eb7c9fed93596b053d83e43581fb04398a3492",
552
+ "audit_receipt_sha256": null,
553
+ "approval": {
554
+ "decision_record": "docs/decisions/ADR-029-candidate-training-acceptance.md",
555
+ "reason": "Repository operator authorizes candidate training without waiting for remaining audit gates (issue 175, 2026-10-20).",
556
+ "limitations": [
557
+ "Parent producer/provenance/license-scope evidence remains unverified under issues 161 and 171.",
558
+ "Cross-split, near-duplicate and benchmark leakage checks remain unverified.",
559
+ "Published source/build plan is incomplete; full payload checksums have not been independently reproduced.",
560
+ "Author-reported payload observations are not independently reproduced research acceptance."
561
+ ],
562
+ "policy": "operator_accepted_candidate",
563
+ "decision_record_sha256": "fa246d00654c111944016cd3ac1b567638e112c338509fc77fde9e8420c1a231",
564
+ "research_release_approved": false
565
+ },
566
+ "counts": {
567
+ "train": 368486843,
568
+ "validation": 45925534
569
+ }
570
+ },
571
+ "torch": "2.11.0+cu130",
572
+ "numpy": "2.4.6",
573
+ "python": "3.13.11 (main, Feb 3 2026, 03:08:54) [GCC 14.2.0]",
574
+ "dependency_fingerprint": "9831673c61049e6a637b9bfd7814c5a5f6535e6f43d6ab75466bc08476fb953a",
575
+ "hardware": {
576
+ "device": "cuda",
577
+ "cuda_available": true,
578
+ "cuda_version": "13.0",
579
+ "cuda_device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition"
580
+ },
581
+ "precision": {
582
+ "float32_matmul": "highest",
583
+ "cuda_matmul_tf32": false,
584
+ "cudnn_tf32": true,
585
+ "mha_fastpath": true
586
+ },
587
+ "student": {
588
+ "program": {
589
+ "work_id": "GCH-STU-003",
590
+ "stage": "full",
591
+ "row_budget": 368486843,
592
+ "updates": 719701,
593
+ "max_wall_seconds": 172800,
594
+ "max_local_run_bytes": 42949672960,
595
+ "canary_step": 10001,
596
+ "prerequisite_evidence": "docs/reports/GCH-STU-002-selection-evidence.json",
597
+ "prerequisite_pilot_source_commit": "8a2b79c104cbc535cb3dd5f2c895a9da2482ce83",
598
+ "source_batching": "contiguous_global_rows_v1",
599
+ "durable_store": "hf_dataset"
600
+ },
601
+ "knowledge": {
602
+ "repo_id": "Cuong2004/NextKey",
603
+ "prefix": "knowledge/graph-e1-raw-fp16-v2",
604
+ "revision": "37491666baa11a2d0d08e3a45e237520652e877c",
605
+ "manifest_sha256": "4114a4412d06c1dac20981359b46c59b5fe30c8f20f93284ef7d1de35e5526b9",
606
+ "train_count": 368486843,
607
+ "shard_count": 2812,
608
+ "expected_identity": {
609
+ "teacher_run_id": "gch-e419-full-seed42-20261023-r1",
610
+ "teacher_git_commit": "ae0250338a1ce4ea51c980f523a7e084ff668510",
611
+ "actual_teacher_hf_revision": "9ce79652c1590997c8a3c84c420721774c90e363",
612
+ "checkpoint_sha256": "bded20ccb9fe69496ec55ebe3f630cef3d811c610353cf94944d322249a18a05",
613
+ "config_fingerprint": "a53fc42d105997e949fabf74a98f5ddb69a706da590803abbc07fb3eb349793b",
614
+ "dataset_revision": "a1adc9749e294ccff4eaac376de1c78ef0ea33ca",
615
+ "dataset_fingerprint": "ccb6c5b7f1bddec623cd94a9fc146a4d268f35eaab666459de6b911732d4a32b",
616
+ "cache_identity": "563bac05358fb4cb449e2b125d62a250dabded66e1cbe972801626c79359464a",
617
+ "source_manifest_sha256": "be0b123332b94fdad66f4c8bc9eb7c9fed93596b053d83e43581fb04398a3492",
618
+ "source_train_files_sha256": "eb3c1b65b844e1081a3ecf79065c12d6bc2b6a341b01dbfdacf120e4fbe6f279"
619
+ }
620
+ },
621
+ "distillation": {
622
+ "enabled": false,
623
+ "temperature": 2.0,
624
+ "alpha": 0.75,
625
+ "form_weight": 1.0,
626
+ "tone_weight": 1.0,
627
+ "boundary_weight": 1.0,
628
+ "case_weight": 1.0
629
+ },
630
+ "prerequisite_sha256": "b16ffe8a4eedf386687a8e007401d79aa5495ed00be4be23f2d264cd17d2c3ff",
631
+ "initial_model_sha256": "542376b10916c1c8b953f0ae2f3b65a7f6061048b3b9f3ddf2a9ab44304ef67f"
632
+ }
633
+ },
634
+ "scope": "teacher_loss_sample",
635
+ "step": 250000,
636
+ "metrics": {
637
+ "boundary_correct": 1877589.0,
638
+ "boundary_count": 1923937.0,
639
+ "boundary_fn": 27638.0,
640
+ "boundary_fp": 18710.0,
641
+ "boundary_loss_count": 1923937.0,
642
+ "boundary_loss_sum": 131849.80819702148,
643
+ "boundary_tp": 495446.0,
644
+ "boundary_transformed_correct": 495446.0,
645
+ "boundary_transformed_count": 523084.0,
646
+ "case_confusion_gold0_pred0": 1717511.0,
647
+ "case_confusion_gold0_pred1": 12174.0,
648
+ "case_confusion_gold1_pred0": 52726.0,
649
+ "case_confusion_gold1_pred1": 48231.0,
650
+ "case_correct": 1765742.0,
651
+ "case_count": 1830642.0,
652
+ "case_loss_count": 1830642.0,
653
+ "case_loss_sum": 197740.72192382812,
654
+ "case_transformed_correct": 48231.0,
655
+ "case_transformed_count": 100957.0,
656
+ "form_correct": 594039.0,
657
+ "form_count": 661241.0,
658
+ "form_loss_count": 661241.0,
659
+ "form_loss_sum": 172384.42546081543,
660
+ "form_transformed_correct": 278848.0,
661
+ "form_transformed_count": 315992.0,
662
+ "raw_invalid_sentences": 19946.0,
663
+ "sentence_count": 20000.0,
664
+ "supervised_sentence_count": 19975.0,
665
+ "supervised_sentence_errors": 19900.0,
666
+ "tone_confusion_gold0_pred0": 344851.0,
667
+ "tone_confusion_gold0_pred1": 13561.0,
668
+ "tone_confusion_gold0_pred2": 10449.0,
669
+ "tone_confusion_gold0_pred3": 5540.0,
670
+ "tone_confusion_gold0_pred4": 4060.0,
671
+ "tone_confusion_gold0_pred5": 7150.0,
672
+ "tone_confusion_gold1_pred0": 7850.0,
673
+ "tone_confusion_gold1_pred1": 70718.0,
674
+ "tone_confusion_gold1_pred2": 2921.0,
675
+ "tone_confusion_gold1_pred3": 1924.0,
676
+ "tone_confusion_gold1_pred4": 1767.0,
677
+ "tone_confusion_gold1_pred5": 5690.0,
678
+ "tone_confusion_gold2_pred0": 12329.0,
679
+ "tone_confusion_gold2_pred1": 5054.0,
680
+ "tone_confusion_gold2_pred2": 81069.0,
681
+ "tone_confusion_gold2_pred3": 5113.0,
682
+ "tone_confusion_gold2_pred4": 1060.0,
683
+ "tone_confusion_gold2_pred5": 8949.0,
684
+ "tone_confusion_gold3_pred0": 7046.0,
685
+ "tone_confusion_gold3_pred1": 3131.0,
686
+ "tone_confusion_gold3_pred2": 3932.0,
687
+ "tone_confusion_gold3_pred3": 34520.0,
688
+ "tone_confusion_gold3_pred4": 767.0,
689
+ "tone_confusion_gold3_pred5": 3422.0,
690
+ "tone_confusion_gold4_pred0": 2401.0,
691
+ "tone_confusion_gold4_pred1": 1757.0,
692
+ "tone_confusion_gold4_pred2": 927.0,
693
+ "tone_confusion_gold4_pred3": 777.0,
694
+ "tone_confusion_gold4_pred4": 16645.0,
695
+ "tone_confusion_gold4_pred5": 1637.0,
696
+ "tone_confusion_gold5_pred0": 7823.0,
697
+ "tone_confusion_gold5_pred1": 5558.0,
698
+ "tone_confusion_gold5_pred2": 6777.0,
699
+ "tone_confusion_gold5_pred3": 2210.0,
700
+ "tone_confusion_gold5_pred4": 1177.0,
701
+ "tone_confusion_gold5_pred5": 68851.0,
702
+ "tone_correct": 616654.0,
703
+ "tone_count": 759413.0,
704
+ "tone_loss_count": 759413.0,
705
+ "tone_loss_sum": 402587.5339355469,
706
+ "tone_transformed_correct": 271803.0,
707
+ "tone_transformed_count": 373802.0,
708
+ "form_loss": 0.2606983315626457,
709
+ "form_accuracy": 0.898369883295198,
710
+ "form_transformed_accuracy": 0.8824527203220335,
711
+ "tone_loss": 0.530129894978815,
712
+ "tone_accuracy": 0.8120140160887422,
713
+ "tone_transformed_accuracy": 0.727130940979449,
714
+ "boundary_loss": 0.0685312503460464,
715
+ "boundary_accuracy": 0.9759098140947443,
716
+ "boundary_transformed_accuracy": 0.9471633619074565,
717
+ "case_loss": 0.10801714476332791,
718
+ "case_accuracy": 0.9645479563999952,
719
+ "case_transformed_accuracy": 0.4777380468912507,
720
+ "boundary_precision": 0.9636102661449054,
721
+ "boundary_recall": 0.9471633619074565,
722
+ "boundary_f1": 0.9553160310053603,
723
+ "raw_invalid_sentence_rate": 0.9973,
724
+ "supervised_sentence_error_rate": 0.9962453066332916,
725
+ "total_loss": 0.9673766216508352,
726
+ "head_boundary_micro_precision": 0.9636102661449054,
727
+ "head_boundary_micro_recall": 0.9471633619074565,
728
+ "head_boundary_micro_f1": 0.9553160310053603,
729
+ "validation_count": 20000.0,
730
+ "unsupported_count": 25.0,
731
+ "elapsed_seconds": 10.934885634000011,
732
+ "records_per_second": 1829.0086123821623
733
+ }
734
+ }
runs/gch-stu-003-seed42-r1-hard/run.json CHANGED
@@ -14,7 +14,7 @@
14
  "task_variant": "T2_JOINT"
15
  },
16
  "parameter_count": 1847822,
17
- "resumed_at": "2026-11-06T01:46:29.990285+00:00",
18
  "schema_version": "nextkey_run_v1",
19
  "sealed_test_accessed": false,
20
  "started_at": "2026-11-05T13:39:20.520963+00:00",
 
14
  "task_variant": "T2_JOINT"
15
  },
16
  "parameter_count": 1847822,
17
+ "resumed_at": "2026-11-06T06:07:45.772306+00:00",
18
  "schema_version": "nextkey_run_v1",
19
  "sealed_test_accessed": false,
20
  "started_at": "2026-11-05T13:39:20.520963+00:00",
runs/gch-stu-003-seed42-r1-hard/student-evidence-index.json CHANGED
@@ -2,9 +2,9 @@
2
  "schema": "nextkey_student_evidence_v1",
3
  "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee",
4
  "checkpoint": {
5
- "latest_step": 240000,
6
- "latest_file": "checkpoint_step_240000.pt",
7
- "stream_offset": 122880000
8
  },
9
  "files": {
10
  "student-budget.json": {
@@ -24,12 +24,12 @@
24
  "bytes": 19745
25
  },
26
  "student-session-snapshot.json": {
27
- "sha256": "ab630aa8d0baee3e99c5508f39af17cbd413f5469b3db6c67f4336eb3aef1c75",
28
- "bytes": 814
29
  },
30
  "student-training-history.jsonl": {
31
- "sha256": "e713736908951f47a16a3fa8035a843770f3007b18b48605b4240d83856438d3",
32
- "bytes": 2146719
33
  },
34
  "student-trajectory-canary.json": {
35
  "sha256": "4ff6a91fe46d3ba76b55d0907c536ca63981bd9a6f95baebc3005caa7759ac4e",
@@ -43,6 +43,10 @@
43
  "sha256": "5468c025aab9541c795e9683ce6ada43e50bfba7ec0cec1ed4e300ac386d5071",
44
  "bytes": 374
45
  },
 
 
 
 
46
  "metrics/loss-step-010000.json": {
47
  "sha256": "fca4a0544f46893e072f9aa21343a32e3852f7407514ffaad3bb6e5132ebdbd5",
48
  "bytes": 96969
@@ -139,6 +143,10 @@
139
  "sha256": "e1ac2de66b070da8b532246d6c6a522662576278ddec3a25d3d8f8f5557b6fff",
140
  "bytes": 96972
141
  },
 
 
 
 
142
  "predictions/step-020000/evaluation.json": {
143
  "sha256": "f8326e664cb3720d276f497c8375c11b950a9a7ff7327532cb6f6ac327a205a6",
144
  "bytes": 94961
 
2
  "schema": "nextkey_student_evidence_v1",
3
  "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee",
4
  "checkpoint": {
5
+ "latest_step": 250000,
6
+ "latest_file": "checkpoint_step_250000.pt",
7
+ "stream_offset": 128000000
8
  },
9
  "files": {
10
  "student-budget.json": {
 
24
  "bytes": 19745
25
  },
26
  "student-session-snapshot.json": {
27
+ "sha256": "122ff83c3e8b974451bf1db6460645a6e2ce02ff2a3a1c338c7c5de48182942e",
28
+ "bytes": 816
29
  },
30
  "student-training-history.jsonl": {
31
+ "sha256": "a8e8c34df8b9dfe33f41d2b5350206eef2c00fdc2b9de0b3f9f8c913825fde82",
32
+ "bytes": 2236038
33
  },
34
  "student-trajectory-canary.json": {
35
  "sha256": "4ff6a91fe46d3ba76b55d0907c536ca63981bd9a6f95baebc3005caa7759ac4e",
 
43
  "sha256": "5468c025aab9541c795e9683ce6ada43e50bfba7ec0cec1ed4e300ac386d5071",
44
  "bytes": 374
45
  },
46
+ "student-interrupted-e8d68ac4d3f84a31806c6e8184bad74d.json": {
47
+ "sha256": "748f2d2b0fa10cdee190fb45bc118b0b9d7d6a42cd83bf24c6593580260e82c6",
48
+ "bytes": 378
49
+ },
50
  "metrics/loss-step-010000.json": {
51
  "sha256": "fca4a0544f46893e072f9aa21343a32e3852f7407514ffaad3bb6e5132ebdbd5",
52
  "bytes": 96969
 
143
  "sha256": "e1ac2de66b070da8b532246d6c6a522662576278ddec3a25d3d8f8f5557b6fff",
144
  "bytes": 96972
145
  },
146
+ "metrics/loss-step-250000.json": {
147
+ "sha256": "670c219c0eefebb69c28ecedecf6481b6976328e799256f48698d7ebbca35acc",
148
+ "bytes": 96982
149
+ },
150
  "predictions/step-020000/evaluation.json": {
151
  "sha256": "f8326e664cb3720d276f497c8375c11b950a9a7ff7327532cb6f6ac327a205a6",
152
  "bytes": 94961
runs/gch-stu-003-seed42-r1-hard/student-interrupted-e8d68ac4d3f84a31806c6e8184bad74d.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "attempt_id": "e8d68ac4d3f84a31806c6e8184bad74d",
3
+ "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee",
4
+ "checkpoint_step": 240000,
5
+ "checkpoint_offset": 122880000,
6
+ "physical_raw_rows_minimum": 81920000.0,
7
+ "physical_tokens_minimum": 7275460001.0,
8
+ "training_seconds_minimum": 14336.631616268784,
9
+ "unknown_uncommitted_tail": true
10
+ }
runs/gch-stu-003-seed42-r1-hard/student-session-snapshot.json CHANGED
@@ -1,18 +1,9 @@
1
  {
2
  "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee",
3
- "attempt_id": "e8d68ac4d3f84a31806c6e8184bad74d",
4
- "step": 240000,
5
- "stream_offset": 122880000,
6
  "initial_progress": {
7
- "training_seconds": 10259.408917805853,
8
- "update_seconds": 5475.766401715067,
9
- "loader_wait_seconds": 4745.604957680844,
10
- "raw_rows": 40960000.0,
11
- "tokens": 3637672333.0,
12
- "peak_vram_allocated_bytes": 5199715328.0,
13
- "peak_vram_reserved_bytes": 16649289728.0
14
- },
15
- "committed_progress": {
16
  "training_seconds": 24596.040534074637,
17
  "update_seconds": 15908.514085039673,
18
  "loader_wait_seconds": 8583.925917471985,
@@ -20,5 +11,14 @@
20
  "tokens": 10913132334.0,
21
  "peak_vram_allocated_bytes": 5254466560.0,
22
  "peak_vram_reserved_bytes": 20581449728.0
 
 
 
 
 
 
 
 
 
23
  }
24
  }
 
1
  {
2
  "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee",
3
+ "attempt_id": "5bf52f6baff4436ba3830309df344fb6",
4
+ "step": 250000,
5
+ "stream_offset": 128000000,
6
  "initial_progress": {
 
 
 
 
 
 
 
 
 
7
  "training_seconds": 24596.040534074637,
8
  "update_seconds": 15908.514085039673,
9
  "loader_wait_seconds": 8583.925917471985,
 
11
  "tokens": 10913132334.0,
12
  "peak_vram_allocated_bytes": 5254466560.0,
13
  "peak_vram_reserved_bytes": 20581449728.0
14
+ },
15
+ "committed_progress": {
16
+ "training_seconds": 25481.621977533643,
17
+ "update_seconds": 16576.49931655567,
18
+ "loader_wait_seconds": 8797.255875554041,
19
+ "raw_rows": 128000000.0,
20
+ "tokens": 11367846708.0,
21
+ "peak_vram_allocated_bytes": 5254466560.0,
22
+ "peak_vram_reserved_bytes": 20581449728.0
23
  }
24
  }
runs/gch-stu-003-seed42-r1-hard/student-training-history.jsonl CHANGED
@@ -2399,3 +2399,103 @@
2399
  {"attempt_id": "e8d68ac4d3f84a31806c6e8184bad74d", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 239800, "offset": 122777600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.4413690567016602, "learning_rate": 0.00038137837733959065, "loss": 0.4606057405471802, "form_loss": 0.12460419535636902, "tone_loss": 0.24624668061733246, "boundary_loss": 0.031711142510175705, "case_loss": 0.05804375931620598, "hard_loss": 0.4606057405471802, "kd_loss": 0.0, "training_raw_rows_per_second": 4994.73117595958, "training_tokens_per_second": 443587.7216265424}, "student_progress": {"training_seconds": 24581.42303853063, "update_seconds": 15895.631492306684, "loader_wait_seconds": 8582.270902341981, "raw_rows": 122777600.0, "tokens": 10904017440.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2400
  {"attempt_id": "e8d68ac4d3f84a31806c6e8184bad74d", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 239900, "offset": 122828800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.9026919603347778, "learning_rate": 0.000381288607844216, "loss": 0.44231367111206055, "form_loss": 0.1333256959915161, "tone_loss": 0.22606194019317627, "boundary_loss": 0.02975611574947834, "case_loss": 0.05316990241408348, "hard_loss": 0.44231367111206055, "kd_loss": 0.0, "training_raw_rows_per_second": 4995.348217717556, "training_tokens_per_second": 443642.6939196673}, "student_progress": {"training_seconds": 24588.636196441617, "update_seconds": 15902.048810553679, "loader_wait_seconds": 8583.027460890975, "raw_rows": 122828800.0, "tokens": 10908568802.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2401
  {"attempt_id": "e8d68ac4d3f84a31806c6e8184bad74d", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 240000, "offset": 122880000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.5573958158493042, "learning_rate": 0.00038119881571034597, "loss": 0.45073214173316956, "form_loss": 0.13361303508281708, "tone_loss": 0.2281220555305481, "boundary_loss": 0.03064081259071827, "case_loss": 0.058356236666440964, "hard_loss": 0.45073214173316956, "kd_loss": 0.0, "training_raw_rows_per_second": 4995.926065000814, "training_tokens_per_second": 443694.67999864713}, "student_progress": {"training_seconds": 24596.040534074637, "update_seconds": 15908.514085039673, "loader_wait_seconds": 8583.925917471985, "raw_rows": 122880000.0, "tokens": 10913132334.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2399
  {"attempt_id": "e8d68ac4d3f84a31806c6e8184bad74d", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 239800, "offset": 122777600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.4413690567016602, "learning_rate": 0.00038137837733959065, "loss": 0.4606057405471802, "form_loss": 0.12460419535636902, "tone_loss": 0.24624668061733246, "boundary_loss": 0.031711142510175705, "case_loss": 0.05804375931620598, "hard_loss": 0.4606057405471802, "kd_loss": 0.0, "training_raw_rows_per_second": 4994.73117595958, "training_tokens_per_second": 443587.7216265424}, "student_progress": {"training_seconds": 24581.42303853063, "update_seconds": 15895.631492306684, "loader_wait_seconds": 8582.270902341981, "raw_rows": 122777600.0, "tokens": 10904017440.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2400
  {"attempt_id": "e8d68ac4d3f84a31806c6e8184bad74d", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 239900, "offset": 122828800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.9026919603347778, "learning_rate": 0.000381288607844216, "loss": 0.44231367111206055, "form_loss": 0.1333256959915161, "tone_loss": 0.22606194019317627, "boundary_loss": 0.02975611574947834, "case_loss": 0.05316990241408348, "hard_loss": 0.44231367111206055, "kd_loss": 0.0, "training_raw_rows_per_second": 4995.348217717556, "training_tokens_per_second": 443642.6939196673}, "student_progress": {"training_seconds": 24588.636196441617, "update_seconds": 15902.048810553679, "loader_wait_seconds": 8583.027460890975, "raw_rows": 122828800.0, "tokens": 10908568802.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2401
  {"attempt_id": "e8d68ac4d3f84a31806c6e8184bad74d", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 240000, "offset": 122880000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.5573958158493042, "learning_rate": 0.00038119881571034597, "loss": 0.45073214173316956, "form_loss": 0.13361303508281708, "tone_loss": 0.2281220555305481, "boundary_loss": 0.03064081259071827, "case_loss": 0.058356236666440964, "hard_loss": 0.45073214173316956, "kd_loss": 0.0, "training_raw_rows_per_second": 4995.926065000814, "training_tokens_per_second": 443694.67999864713}, "student_progress": {"training_seconds": 24596.040534074637, "update_seconds": 15908.514085039673, "loader_wait_seconds": 8583.925917471985, "raw_rows": 122880000.0, "tokens": 10913132334.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2402
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 240100, "offset": 122931200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.5949608087539673, "learning_rate": 0.00038110900095509275, "loss": 0.4560573995113373, "form_loss": 0.12671376764774323, "tone_loss": 0.2378857135772705, "boundary_loss": 0.0297622662037611, "case_loss": 0.06169566884636879, "hard_loss": 0.4560573995113373, "kd_loss": 0.0, "training_raw_rows_per_second": 4984.314120606192, "training_tokens_per_second": 442663.08862312156}, "student_progress": {"training_seconds": 24663.61409522262, "update_seconds": 15916.036199826658, "loader_wait_seconds": 8643.93567517299, "raw_rows": 122931200.0, "tokens": 10917671592.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2403
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 240200, "offset": 122982400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.701465368270874, "learning_rate": 0.0003810191635955731, "loss": 0.47784534096717834, "form_loss": 0.13874009251594543, "tone_loss": 0.24853236973285675, "boundary_loss": 0.030653782188892365, "case_loss": 0.0599190853536129, "hard_loss": 0.47784534096717834, "kd_loss": 0.0, "training_raw_rows_per_second": 4984.885375279109, "training_tokens_per_second": 442713.64406078734}, "student_progress": {"training_seconds": 24671.05875892163, "update_seconds": 15922.695822546655, "loader_wait_seconds": 8644.679522835988, "raw_rows": 122982400.0, "tokens": 10922214326.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2404
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 240300, "offset": 123033600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.9106202125549316, "learning_rate": 0.000380929303648908, "loss": 0.48319607973098755, "form_loss": 0.14320430159568787, "tone_loss": 0.2544765770435333, "boundary_loss": 0.03154614940285683, "case_loss": 0.053969066590070724, "hard_loss": 0.48319607973098755, "kd_loss": 0.0, "training_raw_rows_per_second": 4985.477281332011, "training_tokens_per_second": 442766.0921107925}, "student_progress": {"training_seconds": 24678.39949059563, "update_seconds": 15929.302207121653, "loader_wait_seconds": 8645.372223967985, "raw_rows": 123033600.0, "tokens": 10926758502.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2405
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 240400, "offset": 123084800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.8896334171295166, "learning_rate": 0.0003808394211322229, "loss": 0.46901869773864746, "form_loss": 0.13024993240833282, "tone_loss": 0.2452544867992401, "boundary_loss": 0.031955212354660034, "case_loss": 0.06155906245112419, "hard_loss": 0.46901869773864746, "kd_loss": 0.0, "training_raw_rows_per_second": 4986.0675851698115, "training_tokens_per_second": 442818.1500616502}, "student_progress": {"training_seconds": 24685.74641188063, "update_seconds": 15935.899451499654, "loader_wait_seconds": 8646.080882829989, "raw_rows": 123084800.0, "tokens": 10931296559.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2406
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 240500, "offset": 123136000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.897834300994873, "learning_rate": 0.00038074951606264736, "loss": 0.48243463039398193, "form_loss": 0.1392488181591034, "tone_loss": 0.25477176904678345, "boundary_loss": 0.031989213079214096, "case_loss": 0.0564248263835907, "hard_loss": 0.48243463039398193, "kd_loss": 0.0, "training_raw_rows_per_second": 4986.665429036317, "training_tokens_per_second": 442871.469330776}, "student_progress": {"training_seconds": 24693.054256859636, "update_seconds": 15942.61340723565, "loader_wait_seconds": 8646.632610623989, "raw_rows": 123136000.0, "tokens": 10935849221.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2407
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 240600, "offset": 123187200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.916867733001709, "learning_rate": 0.00038065958845731525, "loss": 0.4990067481994629, "form_loss": 0.13990111649036407, "tone_loss": 0.26268115639686584, "boundary_loss": 0.029878804460167885, "case_loss": 0.06654565036296844, "hard_loss": 0.4990067481994629, "kd_loss": 0.0, "training_raw_rows_per_second": 4987.314148859487, "training_tokens_per_second": 442929.57896616356}, "student_progress": {"training_seconds": 24700.108379611658, "update_seconds": 15949.264873748654, "loader_wait_seconds": 8646.993797241983, "raw_rows": 123187200.0, "tokens": 10940408605.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2408
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 240700, "offset": 123238400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 4.076534271240234, "learning_rate": 0.0003805696383333648, "loss": 0.5126535892486572, "form_loss": 0.14731968939304352, "tone_loss": 0.2657792270183563, "boundary_loss": 0.03740079328417778, "case_loss": 0.06215384602546692, "hard_loss": 0.5126535892486572, "kd_loss": 0.0, "training_raw_rows_per_second": 4987.965901230114, "training_tokens_per_second": 442987.3376199098}, "student_progress": {"training_seconds": 24707.14564620568, "update_seconds": 15955.901111905658, "loader_wait_seconds": 8647.352076479985, "raw_rows": 123238400.0, "tokens": 10944952670.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2409
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 240800, "offset": 123289600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.9322192668914795, "learning_rate": 0.00038047966570793867, "loss": 0.5102742910385132, "form_loss": 0.14428149163722992, "tone_loss": 0.2779756784439087, "boundary_loss": 0.03336859121918678, "case_loss": 0.054648514837026596, "hard_loss": 0.5102742910385132, "kd_loss": 0.0, "training_raw_rows_per_second": 4988.5962924744745, "training_tokens_per_second": 443043.0241158833}, "student_progress": {"training_seconds": 24714.286899901683, "update_seconds": 15962.685007802658, "loader_wait_seconds": 8647.665865385983, "raw_rows": 123289600.0, "tokens": 10949492407.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2410
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 240900, "offset": 123340800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 1.9102287292480469, "learning_rate": 0.0003803896705981836, "loss": 0.5061988234519958, "form_loss": 0.1420704424381256, "tone_loss": 0.2585444152355194, "boundary_loss": 0.035241853445768356, "case_loss": 0.07034210115671158, "hard_loss": 0.5061988234519958, "kd_loss": 0.0, "training_raw_rows_per_second": 4989.215968617145, "training_tokens_per_second": 443097.8033368856}, "student_progress": {"training_seconds": 24721.479442026684, "update_seconds": 15969.478191546665, "loader_wait_seconds": 8648.022083120983, "raw_rows": 123340800.0, "tokens": 10954033236.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2411
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 241000, "offset": 123392000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 2.4469587802886963, "learning_rate": 0.0003802996530212506, "loss": 0.5420664548873901, "form_loss": 0.1529443860054016, "tone_loss": 0.28313353657722473, "boundary_loss": 0.03758717328310013, "case_loss": 0.06840137392282486, "hard_loss": 0.5420664548873901, "kd_loss": 0.0, "training_raw_rows_per_second": 4989.840013425065, "training_tokens_per_second": 443153.3495642364}, "student_progress": {"training_seconds": 24728.648547451678, "update_seconds": 15976.263370717666, "loader_wait_seconds": 8648.362507952981, "raw_rows": 123392000.0, "tokens": 10958583434.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2412
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 241100, "offset": 123443200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 2.4253594875335693, "learning_rate": 0.00038020961299429503, "loss": 0.5615977048873901, "form_loss": 0.15403467416763306, "tone_loss": 0.2904452383518219, "boundary_loss": 0.039186567068099976, "case_loss": 0.077931247651577, "hard_loss": 0.5615977048873901, "kd_loss": 0.0, "training_raw_rows_per_second": 4990.434696910555, "training_tokens_per_second": 443205.8749429473}, "student_progress": {"training_seconds": 24735.961393587695, "update_seconds": 15982.985124241666, "loader_wait_seconds": 8648.91045809898, "raw_rows": 123443200.0, "tokens": 10963123412.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2413
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 241200, "offset": 123494400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 3.38960337638855, "learning_rate": 0.0003801195505344767, "loss": 0.5419605374336243, "form_loss": 0.1499517858028412, "tone_loss": 0.27827462553977966, "boundary_loss": 0.0390910841524601, "case_loss": 0.07464303821325302, "hard_loss": 0.5419605374336243, "kd_loss": 0.0, "training_raw_rows_per_second": 4990.979762602699, "training_tokens_per_second": 443253.9326172134}, "student_progress": {"training_seconds": 24743.5184821507, "update_seconds": 15989.697419099663, "loader_wait_seconds": 8649.711486298973, "raw_rows": 123494400.0, "tokens": 10967661874.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2414
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 241300, "offset": 123545600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 2.394315242767334, "learning_rate": 0.0003800294656589593, "loss": 0.5510528087615967, "form_loss": 0.15972182154655457, "tone_loss": 0.2934628427028656, "boundary_loss": 0.03650422394275665, "case_loss": 0.06136395409703255, "hard_loss": 0.5510528087615967, "kd_loss": 0.0, "training_raw_rows_per_second": 4991.528642397301, "training_tokens_per_second": 443302.8925688098}, "student_progress": {"training_seconds": 24751.055007602696, "update_seconds": 15996.434025265653, "loader_wait_seconds": 8650.467365513974, "raw_rows": 123545600.0, "tokens": 10972214279.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2415
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 241400, "offset": 123596800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 2.933703660964966, "learning_rate": 0.0003799393583849112, "loss": 0.5449325442314148, "form_loss": 0.1578703671693802, "tone_loss": 0.2855055332183838, "boundary_loss": 0.03996945917606354, "case_loss": 0.061587218195199966, "hard_loss": 0.5449325442314148, "kd_loss": 0.0, "training_raw_rows_per_second": 4992.137413507801, "training_tokens_per_second": 443357.167445378}, "student_progress": {"training_seconds": 24758.292843776675, "update_seconds": 16003.090901471647, "loader_wait_seconds": 8651.004722923979, "raw_rows": 123596800.0, "tokens": 10976766586.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2416
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 241500, "offset": 123648000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 2.690124750137329, "learning_rate": 0.0003798492287295048, "loss": 0.5616684556007385, "form_loss": 0.15984632074832916, "tone_loss": 0.3026111423969269, "boundary_loss": 0.03911610692739487, "case_loss": 0.06009487435221672, "hard_loss": 0.5616684556007385, "kd_loss": 0.0, "training_raw_rows_per_second": 4992.733870808343, "training_tokens_per_second": 443410.6501840544}, "student_progress": {"training_seconds": 24765.589995282666, "update_seconds": 16009.795642922634, "loader_wait_seconds": 8651.554021044984, "raw_rows": 123648000.0, "tokens": 10981326362.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2417
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 241600, "offset": 123699200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 2.847320795059204, "learning_rate": 0.00037975907670991687, "loss": 0.5599006414413452, "form_loss": 0.16353027522563934, "tone_loss": 0.29910972714424133, "boundary_loss": 0.03484971448779106, "case_loss": 0.06241093575954437, "hard_loss": 0.5599006414413452, "kd_loss": 0.0, "training_raw_rows_per_second": 4993.3555353757665, "training_tokens_per_second": 443465.51274795085}, "student_progress": {"training_seconds": 24772.760345952658, "update_seconds": 16016.429768736636, "loader_wait_seconds": 8652.048271857986, "raw_rows": 123699200.0, "tokens": 10985864869.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2418
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 241700, "offset": 123750400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 2.787729024887085, "learning_rate": 0.00037966890234332847, "loss": 0.557374894618988, "form_loss": 0.15882375836372375, "tone_loss": 0.2997044324874878, "boundary_loss": 0.03753368556499481, "case_loss": 0.06131303682923317, "hard_loss": 0.557374894618988, "kd_loss": 0.0, "training_raw_rows_per_second": 4994.0008074672205, "training_tokens_per_second": 443522.55759519304}, "student_progress": {"training_seconds": 24779.811772349673, "update_seconds": 16023.042470507644, "loader_wait_seconds": 8652.445313450991, "raw_rows": 123750400.0, "tokens": 10990405494.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2419
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 241800, "offset": 123801600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 2.8050708770751953, "learning_rate": 0.0003795787056469246, "loss": 0.6046820282936096, "form_loss": 0.16752776503562927, "tone_loss": 0.3238343298435211, "boundary_loss": 0.03965938836336136, "case_loss": 0.07366053760051727, "hard_loss": 0.6046820282936096, "kd_loss": 0.0, "training_raw_rows_per_second": 4994.620863827201, "training_tokens_per_second": 443577.3285016832}, "student_progress": {"training_seconds": 24786.986515155673, "update_seconds": 16029.74490425664, "loader_wait_seconds": 8652.87521414899, "raw_rows": 123801600.0, "tokens": 10994945260.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2420
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 241900, "offset": 123852800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 3.1317694187164307, "learning_rate": 0.000379488486637895, "loss": 0.5705550909042358, "form_loss": 0.16198915243148804, "tone_loss": 0.30201172828674316, "boundary_loss": 0.04028361290693283, "case_loss": 0.066270612180233, "hard_loss": 0.5705550909042358, "kd_loss": 0.0, "training_raw_rows_per_second": 4995.119571791377, "training_tokens_per_second": 443622.01947521657}, "student_progress": {"training_seconds": 24794.761810993692, "update_seconds": 16036.365736243642, "loader_wait_seconds": 8653.98657177898, "raw_rows": 123852800.0, "tokens": 10999502307.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2421
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 242000, "offset": 123904000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 3.024214029312134, "learning_rate": 0.0003793982453334334, "loss": 0.6692578196525574, "form_loss": 0.19217734038829803, "tone_loss": 0.3673346936702728, "boundary_loss": 0.041963204741477966, "case_loss": 0.06778256595134735, "hard_loss": 0.6692578196525574, "kd_loss": 0.0, "training_raw_rows_per_second": 4995.711538725313, "training_tokens_per_second": 443675.0609772653}, "student_progress": {"training_seconds": 24802.072545528692, "update_seconds": 16042.95409557864, "loader_wait_seconds": 8654.667445848983, "raw_rows": 123904000.0, "tokens": 11004061049.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2422
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 242100, "offset": 123955200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 3.1177194118499756, "learning_rate": 0.00037930798175073773, "loss": 0.7312409281730652, "form_loss": 0.21537628769874573, "tone_loss": 0.39871886372566223, "boundary_loss": 0.04409276321530342, "case_loss": 0.07305300980806351, "hard_loss": 0.7312409281730652, "kd_loss": 0.0, "training_raw_rows_per_second": 4996.339050121683, "training_tokens_per_second": 443730.8919113704}, "student_progress": {"training_seconds": 24809.2050512427, "update_seconds": 16049.472111798637, "loader_wait_seconds": 8655.240822314981, "raw_rows": 123955200.0, "tokens": 11008610685.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2423
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 242200, "offset": 124006400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 3.1173484325408936, "learning_rate": 0.0003792176959070102, "loss": 0.6754118204116821, "form_loss": 0.19117218255996704, "tone_loss": 0.3739906847476959, "boundary_loss": 0.04136568307876587, "case_loss": 0.0688832476735115, "hard_loss": 0.6754118204116821, "kd_loss": 0.0, "training_raw_rows_per_second": 4996.985469910559, "training_tokens_per_second": 443788.5465268359}, "student_progress": {"training_seconds": 24816.2418615597, "update_seconds": 16056.138828115638, "loader_wait_seconds": 8655.567989131985, "raw_rows": 124006400.0, "tokens": 11013163906.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2424
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 242300, "offset": 124057600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 3.4980456829071045, "learning_rate": 0.0003791273878194575, "loss": 0.6278694868087769, "form_loss": 0.17805548012256622, "tone_loss": 0.34473156929016113, "boundary_loss": 0.037943337112665176, "case_loss": 0.06713907420635223, "hard_loss": 0.6278694868087769, "kd_loss": 0.0, "training_raw_rows_per_second": 4997.647804316142, "training_tokens_per_second": 443846.6576347806}, "student_progress": {"training_seconds": 24823.1978037467, "update_seconds": 16062.739459034638, "loader_wait_seconds": 8655.881140714982, "raw_rows": 124057600.0, "tokens": 11017693377.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2425
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 242400, "offset": 124108800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 3.8716068267822266, "learning_rate": 0.0003790370575052901, "loss": 0.6896451711654663, "form_loss": 0.19874656200408936, "tone_loss": 0.3706859052181244, "boundary_loss": 0.047515228390693665, "case_loss": 0.07269749045372009, "hard_loss": 0.6896451711654663, "kd_loss": 0.0, "training_raw_rows_per_second": 4998.29876376344, "training_tokens_per_second": 443904.56773345335}, "student_progress": {"training_seconds": 24830.208410061707, "update_seconds": 16069.380507293643, "loader_wait_seconds": 8656.208596311984, "raw_rows": 124108800.0, "tokens": 11022242931.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2426
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 242500, "offset": 124160000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 4.721118927001953, "learning_rate": 0.00037894670498172324, "loss": 0.688870906829834, "form_loss": 0.1957109421491623, "tone_loss": 0.3754856288433075, "boundary_loss": 0.0423041470348835, "case_loss": 0.0753701701760292, "hard_loss": 0.688870906829834, "kd_loss": 0.0, "training_raw_rows_per_second": 4998.966095674863, "training_tokens_per_second": 443963.24024900724}, "student_progress": {"training_seconds": 24837.135844434717, "update_seconds": 16075.941914781633, "loader_wait_seconds": 8656.533916329978, "raw_rows": 124160000.0, "tokens": 11026775308.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2427
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 242600, "offset": 124211200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 3.2464370727539062, "learning_rate": 0.0003788563302659759, "loss": 0.7235928177833557, "form_loss": 0.2145918309688568, "tone_loss": 0.39239615201950073, "boundary_loss": 0.04432133212685585, "case_loss": 0.07228349149227142, "hard_loss": 0.7235928177833557, "kd_loss": 0.0, "training_raw_rows_per_second": 4999.589573073183, "training_tokens_per_second": 444018.24414372916}, "student_progress": {"training_seconds": 24844.279352244706, "update_seconds": 16082.569207266639, "loader_wait_seconds": 8657.007471708968, "raw_rows": 124211200.0, "tokens": 11031313295.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2428
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 242700, "offset": 124262400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 6.156007289886475, "learning_rate": 0.0003787659333752717, "loss": 0.8429901599884033, "form_loss": 0.23086082935333252, "tone_loss": 0.45534151792526245, "boundary_loss": 0.05595269054174423, "case_loss": 0.1008351668715477, "hard_loss": 0.8429901599884033, "kd_loss": 0.0, "training_raw_rows_per_second": 5000.171351667811, "training_tokens_per_second": 444069.8086681565}, "student_progress": {"training_seconds": 24851.62832640769, "update_seconds": 16089.161479999642, "loader_wait_seconds": 8657.72246076797, "raw_rows": 124262400.0, "tokens": 11035857836.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2429
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 242800, "offset": 124313600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 4.31968355178833, "learning_rate": 0.00037867551432683815, "loss": 0.7381302714347839, "form_loss": 0.2052837312221527, "tone_loss": 0.40576493740081787, "boundary_loss": 0.04871715232729912, "case_loss": 0.07836444675922394, "hard_loss": 0.7381302714347839, "kd_loss": 0.0, "training_raw_rows_per_second": 5000.83571310228, "training_tokens_per_second": 444128.27208668354}, "student_progress": {"training_seconds": 24858.565074292706, "update_seconds": 16095.737565699648, "loader_wait_seconds": 8658.042636157974, "raw_rows": 124313600.0, "tokens": 11040391553.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2430
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 242900, "offset": 124364800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 9.632871627807617, "learning_rate": 0.0003785850731379073, "loss": 1.0047903060913086, "form_loss": 0.2964884340763092, "tone_loss": 0.5647175312042236, "boundary_loss": 0.06278807669878006, "case_loss": 0.08079628646373749, "hard_loss": 1.0047903060913086, "kd_loss": 0.0, "training_raw_rows_per_second": 5001.476293428383, "training_tokens_per_second": 444185.54908269574}, "student_progress": {"training_seconds": 24865.618210248707, "update_seconds": 16102.237245993652, "loader_wait_seconds": 8658.555911291976, "raw_rows": 124364800.0, "tokens": 11044948278.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2431
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 243000, "offset": 124416000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 5.466432571411133, "learning_rate": 0.00037849460982571504, "loss": 0.7574026584625244, "form_loss": 0.21970073878765106, "tone_loss": 0.418789267539978, "boundary_loss": 0.04673514887690544, "case_loss": 0.0721774771809578, "hard_loss": 0.7574026584625244, "kd_loss": 0.0, "training_raw_rows_per_second": 5002.142745425798, "training_tokens_per_second": 444244.31068335654}, "student_progress": {"training_seconds": 24872.5408953537, "update_seconds": 16108.803672680653, "loader_wait_seconds": 8658.871919124971, "raw_rows": 124416000.0, "tokens": 11049484785.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2432
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 243100, "offset": 124467200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 5.000133991241455, "learning_rate": 0.00037840412440750176, "loss": 0.7875208258628845, "form_loss": 0.22289079427719116, "tone_loss": 0.4352124333381653, "boundary_loss": 0.050220243632793427, "case_loss": 0.07919736951589584, "hard_loss": 0.7875208258628845, "kd_loss": 0.0, "training_raw_rows_per_second": 5002.592505593719, "training_tokens_per_second": 444283.74938911013}, "student_progress": {"training_seconds": 24880.53941247968, "update_seconds": 16115.385256471658, "loader_wait_seconds": 8660.247276703976, "raw_rows": 124467200.0, "tokens": 11054019337.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2433
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 243200, "offset": 124518400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 3.320167303085327, "learning_rate": 0.0003783136169005121, "loss": 0.8643403649330139, "form_loss": 0.23761045932769775, "tone_loss": 0.48014166951179504, "boundary_loss": 0.05251656845211983, "case_loss": 0.09407169371843338, "hard_loss": 0.8643403649330139, "kd_loss": 0.0, "training_raw_rows_per_second": 5003.219336619231, "training_tokens_per_second": 444339.8737405201}, "student_progress": {"training_seconds": 24887.655651758694, "update_seconds": 16121.966184327657, "loader_wait_seconds": 8660.741054324975, "raw_rows": 124518400.0, "tokens": 11058577770.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2434
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 243300, "offset": 124569600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 4.850448131561279, "learning_rate": 0.0003782230873219947, "loss": 0.8226432800292969, "form_loss": 0.23160775005817413, "tone_loss": 0.4408279359340668, "boundary_loss": 0.059605587273836136, "case_loss": 0.09060198068618774, "hard_loss": 0.8226432800292969, "kd_loss": 0.0, "training_raw_rows_per_second": 5003.515218655746, "training_tokens_per_second": 444366.949824561}, "student_progress": {"training_seconds": 24896.41673028969, "update_seconds": 16128.607946747652, "loader_wait_seconds": 8662.817881456973, "raw_rows": 124569600.0, "tokens": 11063144764.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2435
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 243400, "offset": 124620800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 6.036564826965332, "learning_rate": 0.00037813253568920246, "loss": 0.8649773597717285, "form_loss": 0.2454020082950592, "tone_loss": 0.4783157706260681, "boundary_loss": 0.053955867886543274, "case_loss": 0.08730369806289673, "hard_loss": 0.8649773597717285, "kd_loss": 0.0, "training_raw_rows_per_second": 5004.015696430134, "training_tokens_per_second": 444410.8836516814}, "student_progress": {"training_seconds": 24904.15849192969, "update_seconds": 16135.325265969655, "loader_wait_seconds": 8663.798802942969, "raw_rows": 124620800.0, "tokens": 11067679082.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2436
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 243500, "offset": 124672000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 33.18897247314453, "learning_rate": 0.00037804196201939266, "loss": 1.1835423707962036, "form_loss": 0.33833131194114685, "tone_loss": 0.6638697385787964, "boundary_loss": 0.08607182651758194, "case_loss": 0.09526942670345306, "hard_loss": 1.1835423707962036, "kd_loss": 0.0, "training_raw_rows_per_second": 5004.318211749077, "training_tokens_per_second": 444438.0460654616}, "student_progress": {"training_seconds": 24912.88417816769, "update_seconds": 16142.015206517657, "loader_wait_seconds": 8665.791588772961, "raw_rows": 124672000.0, "tokens": 11072233566.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2437
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 243600, "offset": 124723200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 15.912859916687012, "learning_rate": 0.0003779513663298266, "loss": 1.3067079782485962, "form_loss": 0.3811635673046112, "tone_loss": 0.7378624677658081, "boundary_loss": 0.09368713200092316, "case_loss": 0.09399468451738358, "hard_loss": 1.3067079782485962, "kd_loss": 0.0, "training_raw_rows_per_second": 5004.854066048348, "training_tokens_per_second": 444485.9357869029}, "student_progress": {"training_seconds": 24920.446900957682, "update_seconds": 16148.627700949646, "loader_wait_seconds": 8666.699687290948, "raw_rows": 124723200.0, "tokens": 11076788161.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2438
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 243700, "offset": 124774400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 11.909979820251465, "learning_rate": 0.0003778607486377698, "loss": 1.2831385135650635, "form_loss": 0.3654923737049103, "tone_loss": 0.7281558513641357, "boundary_loss": 0.09077529609203339, "case_loss": 0.09871505200862885, "hard_loss": 1.2831385135650635, "kd_loss": 0.0, "training_raw_rows_per_second": 5005.401782720052, "training_tokens_per_second": 444533.9826530002}, "student_progress": {"training_seconds": 24927.94892724769, "update_seconds": 16155.20176206565, "loader_wait_seconds": 8667.587607237945, "raw_rows": 124774400.0, "tokens": 11081320416.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2439
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 243800, "offset": 124825600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 87.8897705078125, "learning_rate": 0.00037777010896049203, "loss": 1.3166168928146362, "form_loss": 0.3876400589942932, "tone_loss": 0.7333987355232239, "boundary_loss": 0.09449787437915802, "case_loss": 0.10108017921447754, "hard_loss": 1.3166168928146362, "kd_loss": 0.0, "training_raw_rows_per_second": 5005.864555917578, "training_tokens_per_second": 444575.0627854624}, "student_progress": {"training_seconds": 24935.872436348687, "update_seconds": 16161.798198687653, "loader_wait_seconds": 8668.872929955953, "raw_rows": 124825600.0, "tokens": 11085867054.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2440
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 243900, "offset": 124876800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 238.13894653320312, "learning_rate": 0.0003776794473152671, "loss": 2.3448023796081543, "form_loss": 0.6852861642837524, "tone_loss": 1.2080894708633423, "boundary_loss": 0.2771022617816925, "case_loss": 0.17432455718517303, "hard_loss": 2.3448023796081543, "kd_loss": 0.0, "training_raw_rows_per_second": 5006.38611281449, "training_tokens_per_second": 444621.23258389905}, "student_progress": {"training_seconds": 24943.501596962677, "update_seconds": 16168.498838053652, "loader_wait_seconds": 8669.759283546953, "raw_rows": 124876800.0, "tokens": 11090410425.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2441
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 244000, "offset": 124928000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 209.1216583251953, "learning_rate": 0.0003775887637193733, "loss": 1.9155223369598389, "form_loss": 0.5864694714546204, "tone_loss": 1.0552705526351929, "boundary_loss": 0.13974222540855408, "case_loss": 0.13404002785682678, "hard_loss": 1.9155223369598389, "kd_loss": 0.0, "training_raw_rows_per_second": 5006.887710097033, "training_tokens_per_second": 444665.43342189223}, "student_progress": {"training_seconds": 24951.228634120678, "update_seconds": 16175.11590205466, "loader_wait_seconds": 8670.826631621963, "raw_rows": 124928000.0, "tokens": 11094948895.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2442
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 244100, "offset": 124979200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 166.3485565185547, "learning_rate": 0.00037749805819009286, "loss": 1.6595476865768433, "form_loss": 0.4679848849773407, "tone_loss": 0.91049724817276, "boundary_loss": 0.12271051853895187, "case_loss": 0.15835514664649963, "hard_loss": 1.6595476865768433, "kd_loss": 0.0, "training_raw_rows_per_second": 5007.424914065811, "training_tokens_per_second": 444713.2956309107}, "student_progress": {"training_seconds": 24958.776645643662, "update_seconds": 16181.658921329657, "loader_wait_seconds": 8671.790715682962, "raw_rows": 124979200.0, "tokens": 11099499817.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2443
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 244200, "offset": 125030400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 977.9359741210938, "learning_rate": 0.00037740733074471223, "loss": 3.457818031311035, "form_loss": 0.8796330094337463, "tone_loss": 1.519504427909851, "boundary_loss": 0.8679201602935791, "case_loss": 0.19076025485992432, "hard_loss": 3.457818031311035, "kd_loss": 0.0, "training_raw_rows_per_second": 5008.002260934144, "training_tokens_per_second": 444764.8603371917}, "student_progress": {"training_seconds": 24966.122913985673, "update_seconds": 16188.196332538664, "loader_wait_seconds": 8672.55803372796, "raw_rows": 125030400.0, "tokens": 11104054171.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2444
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 244300, "offset": 125081600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 12.900676727294922, "learning_rate": 0.0003773165814005221, "loss": 1.7701739072799683, "form_loss": 0.5151242613792419, "tone_loss": 1.001525640487671, "boundary_loss": 0.11364869773387909, "case_loss": 0.13987530767917633, "hard_loss": 1.7701739072799683, "kd_loss": 0.0, "training_raw_rows_per_second": 5008.531245596689, "training_tokens_per_second": 444812.1451183205}, "student_progress": {"training_seconds": 24973.708631640664, "update_seconds": 16194.821546200666, "loader_wait_seconds": 8673.476895732956, "raw_rows": 125081600.0, "tokens": 11108608908.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2445
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 244400, "offset": 125132800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 7.228078842163086, "learning_rate": 0.0003772258101748173, "loss": 1.462569236755371, "form_loss": 0.4163498282432556, "tone_loss": 0.8227565884590149, "boundary_loss": 0.09170427173376083, "case_loss": 0.13175861537456512, "hard_loss": 1.462569236755371, "kd_loss": 0.0, "training_raw_rows_per_second": 5009.042396738127, "training_tokens_per_second": 444857.88865390286}, "student_progress": {"training_seconds": 24981.381687143654, "update_seconds": 16201.446314600671, "loader_wait_seconds": 8674.48280699896, "raw_rows": 125132800.0, "tokens": 11113164713.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2446
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 244500, "offset": 125184000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 12.052586555480957, "learning_rate": 0.00037713501708489677, "loss": 1.3878432512283325, "form_loss": 0.3959387540817261, "tone_loss": 0.7854427695274353, "boundary_loss": 0.09516352415084839, "case_loss": 0.11129817366600037, "hard_loss": 1.3878432512283325, "kd_loss": 0.0, "training_raw_rows_per_second": 5009.536898688026, "training_tokens_per_second": 444901.5401976098}, "student_progress": {"training_seconds": 24989.136227898653, "update_seconds": 16208.19883182668, "loader_wait_seconds": 8675.441517761963, "raw_rows": 125184000.0, "tokens": 11117705196.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2447
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 244600, "offset": 125235200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 21.929807662963867, "learning_rate": 0.0003770442021480637, "loss": 1.3244575262069702, "form_loss": 0.37657514214515686, "tone_loss": 0.7501271367073059, "boundary_loss": 0.09651819616556168, "case_loss": 0.10123708844184875, "hard_loss": 1.3244575262069702, "kd_loss": 0.0, "training_raw_rows_per_second": 5010.037776129541, "training_tokens_per_second": 444945.78248205426}, "student_progress": {"training_seconds": 24996.857428238658, "update_seconds": 16214.96865427968, "loader_wait_seconds": 8676.34858403497, "raw_rows": 125235200.0, "tokens": 11122246288.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2448
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 244700, "offset": 125286400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 28.71086883544922, "learning_rate": 0.0003769533653816255, "loss": 1.2663360834121704, "form_loss": 0.3614828884601593, "tone_loss": 0.7240320444107056, "boundary_loss": 0.08350668102502823, "case_loss": 0.0973145067691803, "hard_loss": 1.2663360834121704, "kd_loss": 0.0, "training_raw_rows_per_second": 5009.549507019351, "training_tokens_per_second": 444902.1537325008}, "student_progress": {"training_seconds": 25009.514293540655, "update_seconds": 16221.59588382068, "loader_wait_seconds": 8682.335791951973, "raw_rows": 125286400.0, "tokens": 11126786773.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2449
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 244800, "offset": 125337600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 12.133566856384277, "learning_rate": 0.0003768625068028936, "loss": 1.17994225025177, "form_loss": 0.3313816487789154, "tone_loss": 0.6663070321083069, "boundary_loss": 0.08104872703552246, "case_loss": 0.10120482742786407, "hard_loss": 1.17994225025177, "kd_loss": 0.0, "training_raw_rows_per_second": 5009.668091189756, "training_tokens_per_second": 444912.5650003046}, "student_progress": {"training_seconds": 25019.14252970666, "update_seconds": 16228.294608799677, "loader_wait_seconds": 8685.222406335975, "raw_rows": 125337600.0, "tokens": 11131330877.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2450
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 244900, "offset": 125388800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 11.142420768737793, "learning_rate": 0.00037677162642918357, "loss": 1.1458876132965088, "form_loss": 0.3214704990386963, "tone_loss": 0.6491984724998474, "boundary_loss": 0.0788862481713295, "case_loss": 0.09633247554302216, "hard_loss": 1.1458876132965088, "kd_loss": 0.0, "training_raw_rows_per_second": 5009.906572893545, "training_tokens_per_second": 444934.2866060173}, "student_progress": {"training_seconds": 25028.171319286674, "update_seconds": 16234.968342811682, "loader_wait_seconds": 8687.53410955698, "raw_rows": 125388800.0, "tokens": 11135891551.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2451
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 245000, "offset": 125440000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 10.457620620727539, "learning_rate": 0.0003766807242778153, "loss": 1.1535001993179321, "form_loss": 0.3095836639404297, "tone_loss": 0.6600027680397034, "boundary_loss": 0.08161064982414246, "case_loss": 0.10230312496423721, "hard_loss": 1.1535001993179321, "kd_loss": 0.0, "training_raw_rows_per_second": 5010.355804775815, "training_tokens_per_second": 444974.6576127893}, "student_progress": {"training_seconds": 25036.14611170568, "update_seconds": 16241.640488800682, "loader_wait_seconds": 8688.793899120978, "raw_rows": 125440000.0, "tokens": 11140450544.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2452
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 245100, "offset": 125491200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 8.542905807495117, "learning_rate": 0.0003765898003661128, "loss": 1.0514841079711914, "form_loss": 0.2926262617111206, "tone_loss": 0.5954169631004333, "boundary_loss": 0.07212381809949875, "case_loss": 0.09131700545549393, "hard_loss": 1.0514841079711914, "kd_loss": 0.0, "training_raw_rows_per_second": 5010.901330248123, "training_tokens_per_second": 445023.81221079355}, "student_progress": {"training_seconds": 25043.638205860683, "update_seconds": 16248.412504266676, "loader_wait_seconds": 8689.470201709986, "raw_rows": 125491200.0, "tokens": 11145015346.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2453
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 245200, "offset": 125542400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 5.727393627166748, "learning_rate": 0.00037649885471140404, "loss": 1.0418845415115356, "form_loss": 0.2881280481815338, "tone_loss": 0.5858669877052307, "boundary_loss": 0.06935279071331024, "case_loss": 0.09853670001029968, "hard_loss": 1.0418845415115356, "kd_loss": 0.0, "training_raw_rows_per_second": 5011.374972584148, "training_tokens_per_second": 445065.8223192227}, "student_progress": {"training_seconds": 25051.48800215667, "update_seconds": 16255.15265942867, "loader_wait_seconds": 8690.53494697998, "raw_rows": 125542400.0, "tokens": 11149561108.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2454
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 245300, "offset": 125593600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 20.760112762451172, "learning_rate": 0.00037640788733102126, "loss": 1.0138278007507324, "form_loss": 0.2806982696056366, "tone_loss": 0.5737656950950623, "boundary_loss": 0.06492456048727036, "case_loss": 0.09443935006856918, "hard_loss": 1.0138278007507324, "kd_loss": 0.0, "training_raw_rows_per_second": 5011.898653731491, "training_tokens_per_second": 445112.333170147}, "student_progress": {"training_seconds": 25059.08612228067, "update_seconds": 16261.896274348668, "loader_wait_seconds": 8691.346236083991, "raw_rows": 125593600.0, "tokens": 11154108291.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2455
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 245400, "offset": 125644800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 63.5487060546875, "learning_rate": 0.000376316898242301, "loss": 1.0815964937210083, "form_loss": 0.31265053153038025, "tone_loss": 0.606681764125824, "boundary_loss": 0.07424968481063843, "case_loss": 0.08801452070474625, "hard_loss": 1.0815964937210083, "kd_loss": 0.0, "training_raw_rows_per_second": 5011.858815837, "training_tokens_per_second": 445108.5150867003}, "student_progress": {"training_seconds": 25069.50108071167, "update_seconds": 16268.58461631666, "loader_wait_seconds": 8695.029636484993, "raw_rows": 125644800.0, "tokens": 11158648400.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2456
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 245500, "offset": 125696000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 68.81546783447266, "learning_rate": 0.00037622588746258367, "loss": 1.0439422130584717, "form_loss": 0.2962566912174225, "tone_loss": 0.5898986458778381, "boundary_loss": 0.07417506724596024, "case_loss": 0.08361182361841202, "hard_loss": 1.0439422130584717, "kd_loss": 0.0, "training_raw_rows_per_second": 5011.662650490259, "training_tokens_per_second": 445091.02431710466}, "student_progress": {"training_seconds": 25080.69851583166, "update_seconds": 16275.36114817565, "loader_wait_seconds": 8699.405769484993, "raw_rows": 125696000.0, "tokens": 11163193793.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2457
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 245600, "offset": 125747200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 15.319591522216797, "learning_rate": 0.0003761348550092138, "loss": 1.0583136081695557, "form_loss": 0.2982787787914276, "tone_loss": 0.5974651575088501, "boundary_loss": 0.07427679002285004, "case_loss": 0.08829287439584732, "hard_loss": 1.0583136081695557, "kd_loss": 0.0, "training_raw_rows_per_second": 5011.651111314368, "training_tokens_per_second": 445090.075243937}, "student_progress": {"training_seconds": 25090.97245738266, "update_seconds": 16282.085730801655, "loader_wait_seconds": 8702.911468664992, "raw_rows": 125747200.0, "tokens": 11167742819.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2458
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 245700, "offset": 125798400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 23.414594650268555, "learning_rate": 0.0003760438008995404, "loss": 1.0111380815505981, "form_loss": 0.2868008017539978, "tone_loss": 0.5671025514602661, "boundary_loss": 0.07616487145423889, "case_loss": 0.08106985688209534, "hard_loss": 1.0111380815505981, "kd_loss": 0.0, "training_raw_rows_per_second": 5011.804145642993, "training_tokens_per_second": 445104.0248436405}, "student_progress": {"training_seconds": 25100.422192148653, "update_seconds": 16288.739629548652, "loader_wait_seconds": 8705.664709266983, "raw_rows": 125798400.0, "tokens": 11172298943.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2459
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 245800, "offset": 125849600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 23.788328170776367, "learning_rate": 0.00037595272515091624, "loss": 1.0332136154174805, "form_loss": 0.2895691990852356, "tone_loss": 0.5781862735748291, "boundary_loss": 0.07710821181535721, "case_loss": 0.08834993839263916, "hard_loss": 1.0332136154174805, "kd_loss": 0.0, "training_raw_rows_per_second": 5012.025802459209, "training_tokens_per_second": 445123.5058053607}, "student_progress": {"training_seconds": 25109.527556352645, "update_seconds": 16295.400412048655, "loader_wait_seconds": 8708.066084495982, "raw_rows": 125849600.0, "tokens": 11176840935.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2460
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 245900, "offset": 125900800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 12.010946273803711, "learning_rate": 0.0003758616277806984, "loss": 1.0356476306915283, "form_loss": 0.2926693856716156, "tone_loss": 0.5685314536094666, "boundary_loss": 0.07499410957098007, "case_loss": 0.09945272654294968, "hard_loss": 1.0356476306915283, "kd_loss": 0.0, "training_raw_rows_per_second": 5012.430913321302, "training_tokens_per_second": 445159.50993860426}, "student_progress": {"training_seconds": 25117.712777925648, "update_seconds": 16302.049687894661, "loader_wait_seconds": 8709.560043862986, "raw_rows": 125900800.0, "tokens": 11181388711.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2461
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 246000, "offset": 125952000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 21.09988784790039, "learning_rate": 0.0003757705088062481, "loss": 1.0023828744888306, "form_loss": 0.2889540493488312, "tone_loss": 0.5534965395927429, "boundary_loss": 0.07173839956521988, "case_loss": 0.0881938636302948, "hard_loss": 1.0023828744888306, "kd_loss": 0.0, "training_raw_rows_per_second": 5012.938111019779, "training_tokens_per_second": 445204.13875546964}, "student_progress": {"training_seconds": 25125.384995901666, "update_seconds": 16308.67473886465, "loader_wait_seconds": 8710.565616949985, "raw_rows": 125952000.0, "tokens": 11185925388.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2462
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 246100, "offset": 126003200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 24.8869571685791, "learning_rate": 0.00037567936824493044, "loss": 1.0477758646011353, "form_loss": 0.28851816058158875, "tone_loss": 0.5793789625167847, "boundary_loss": 0.07461383193731308, "case_loss": 0.10526492446660995, "hard_loss": 1.0477758646011353, "kd_loss": 0.0, "training_raw_rows_per_second": 5013.557056847258, "training_tokens_per_second": 445259.4473205522}, "student_progress": {"training_seconds": 25132.49546605066, "update_seconds": 16315.330812105647, "loader_wait_seconds": 8710.978201070984, "raw_rows": 126003200.0, "tokens": 11190481041.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2463
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 246200, "offset": 126054400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 30.160917282104492, "learning_rate": 0.0003755882061141149, "loss": 1.0291879177093506, "form_loss": 0.2946324646472931, "tone_loss": 0.5650428533554077, "boundary_loss": 0.07358304411172867, "case_loss": 0.09592951834201813, "hard_loss": 1.0291879177093506, "kd_loss": 0.0, "training_raw_rows_per_second": 5013.8235998516375, "training_tokens_per_second": 445283.4773253634}, "student_progress": {"training_seconds": 25141.371149102662, "update_seconds": 16322.065165251635, "loader_wait_seconds": 8713.076403555986, "raw_rows": 126054400.0, "tokens": 11195037170.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2464
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 246300, "offset": 126105600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 44.38043212890625, "learning_rate": 0.00037549702243117505, "loss": 1.0105639696121216, "form_loss": 0.27799782156944275, "tone_loss": 0.5680709481239319, "boundary_loss": 0.07255008816719055, "case_loss": 0.091945119202137, "hard_loss": 1.0105639696121216, "kd_loss": 0.0, "training_raw_rows_per_second": 5014.284835377575, "training_tokens_per_second": 445324.2230721067}, "student_progress": {"training_seconds": 25149.26936544965, "update_seconds": 16328.72663640464, "loader_wait_seconds": 8714.271687554989, "raw_rows": 126105600.0, "tokens": 11199578841.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2465
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 246400, "offset": 126156800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 41.558692932128906, "learning_rate": 0.00037540581721348844, "loss": 1.064608097076416, "form_loss": 0.29828453063964844, "tone_loss": 0.5860782861709595, "boundary_loss": 0.08010773360729218, "case_loss": 0.10013749450445175, "hard_loss": 1.064608097076416, "kd_loss": 0.0, "training_raw_rows_per_second": 5014.743518006815, "training_tokens_per_second": 445364.9700374003}, "student_progress": {"training_seconds": 25157.17893587166, "update_seconds": 16335.481170590649, "loader_wait_seconds": 8715.384082213004, "raw_rows": 126156800.0, "tokens": 11204126243.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2466
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 246500, "offset": 126208000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 32.79391860961914, "learning_rate": 0.0003753145904784366, "loss": 1.0527443885803223, "form_loss": 0.2951716184616089, "tone_loss": 0.5964422225952148, "boundary_loss": 0.0713476911187172, "case_loss": 0.08978282660245895, "hard_loss": 1.0527443885803223, "kd_loss": 0.0, "training_raw_rows_per_second": 5015.264390901672, "training_tokens_per_second": 445411.3613046116}, "student_progress": {"training_seconds": 25164.775007466676, "update_seconds": 16342.199309140648, "loader_wait_seconds": 8716.217996876001, "raw_rows": 126208000.0, "tokens": 11208676693.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2467
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 246600, "offset": 126259200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 84.24945831298828, "learning_rate": 0.0003752233422434057, "loss": 1.0841675996780396, "form_loss": 0.3084045350551605, "tone_loss": 0.5979608297348022, "boundary_loss": 0.07817607372999191, "case_loss": 0.09962614625692368, "hard_loss": 1.0841675996780396, "kd_loss": 0.0, "training_raw_rows_per_second": 5015.790139826105, "training_tokens_per_second": 445457.65300923033}, "student_progress": {"training_seconds": 25172.34503044367, "update_seconds": 16348.96054333365, "loader_wait_seconds": 8716.983017573002, "raw_rows": 126259200.0, "tokens": 11213213738.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2468
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 246700, "offset": 126310400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 40.554893493652344, "learning_rate": 0.0003751320725257855, "loss": 1.0463693141937256, "form_loss": 0.2951822876930237, "tone_loss": 0.5825408101081848, "boundary_loss": 0.07635945826768875, "case_loss": 0.09228674322366714, "hard_loss": 1.0463693141937256, "kd_loss": 0.0, "training_raw_rows_per_second": 5016.25929051073, "training_tokens_per_second": 445499.52638714825}, "student_progress": {"training_seconds": 25180.197570516677, "update_seconds": 16355.681963909652, "loader_wait_seconds": 8718.070245072999, "raw_rows": 126310400.0, "tokens": 11217766092.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2469
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 246800, "offset": 126361600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 69.2763442993164, "learning_rate": 0.0003750407813429697, "loss": 1.056186318397522, "form_loss": 0.29889580607414246, "tone_loss": 0.589539647102356, "boundary_loss": 0.07851248234510422, "case_loss": 0.08923839032649994, "hard_loss": 1.056186318397522, "kd_loss": 0.0, "training_raw_rows_per_second": 5016.748875171747, "training_tokens_per_second": 445542.5023932534}, "student_progress": {"training_seconds": 25187.946047164667, "update_seconds": 16362.487568098648, "loader_wait_seconds": 8718.968971791006, "raw_rows": 126361600.0, "tokens": 11222300512.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2470
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 246900, "offset": 126412800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 103.9588394165039, "learning_rate": 0.00037494946871235687, "loss": 1.0644103288650513, "form_loss": 0.29503393173217773, "tone_loss": 0.5918680429458618, "boundary_loss": 0.07644608616828918, "case_loss": 0.10106226056814194, "hard_loss": 1.0644103288650513, "kd_loss": 0.0, "training_raw_rows_per_second": 5017.190013463507, "training_tokens_per_second": 445582.18436195987}, "student_progress": {"training_seconds": 25195.936303144656, "update_seconds": 16369.327598342643, "loader_wait_seconds": 8720.074508322015, "raw_rows": 126412800.0, "tokens": 11226860335.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2471
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 247000, "offset": 126464000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 156.6264190673828, "learning_rate": 0.0003748581346513488, "loss": 1.0754519701004028, "form_loss": 0.29921755194664, "tone_loss": 0.5911187529563904, "boundary_loss": 0.0822707861661911, "case_loss": 0.10284493863582611, "hard_loss": 1.0754519701004028, "kd_loss": 0.0, "training_raw_rows_per_second": 5017.706711431528, "training_tokens_per_second": 445628.35646891466}, "student_progress": {"training_seconds": 25203.545618137658, "update_seconds": 16376.011130572639, "loader_wait_seconds": 8720.957612969021, "raw_rows": 126464000.0, "tokens": 11231414611.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2472
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 247100, "offset": 126515200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 68.04729461669922, "learning_rate": 0.00037476677917735204, "loss": 1.0656614303588867, "form_loss": 0.29374492168426514, "tone_loss": 0.5902753472328186, "boundary_loss": 0.08537481725215912, "case_loss": 0.09626632928848267, "hard_loss": 1.0656614303588867, "kd_loss": 0.0, "training_raw_rows_per_second": 5018.136250951295, "training_tokens_per_second": 445666.5135972421}, "student_progress": {"training_seconds": 25211.591250838665, "update_seconds": 16382.621985892643, "loader_wait_seconds": 8722.349138676014, "raw_rows": 126515200.0, "tokens": 11235961975.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2473
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 247200, "offset": 126566400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 68.33417510986328, "learning_rate": 0.00037467540230777676, "loss": 1.0531198978424072, "form_loss": 0.2929479777812958, "tone_loss": 0.582859992980957, "boundary_loss": 0.0814926028251648, "case_loss": 0.09581927210092545, "hard_loss": 1.0531198978424072, "kd_loss": 0.0, "training_raw_rows_per_second": 5018.4073136824145, "training_tokens_per_second": 445690.55826615344}, "student_progress": {"training_seconds": 25220.431919689658, "update_seconds": 16389.29616682064, "loader_wait_seconds": 8724.472907707015, "raw_rows": 126566400.0, "tokens": 11240508382.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2474
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 247300, "offset": 126617600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 68.686279296875, "learning_rate": 0.00037458400406003737, "loss": 1.0732944011688232, "form_loss": 0.2963784337043762, "tone_loss": 0.5887944102287292, "boundary_loss": 0.08667759597301483, "case_loss": 0.10144399106502533, "hard_loss": 1.0732944011688232, "kd_loss": 0.0, "training_raw_rows_per_second": 5018.0761844893495, "training_tokens_per_second": 445660.5657621083}, "student_progress": {"training_seconds": 25232.29926069464, "update_seconds": 16396.087915715634, "loader_wait_seconds": 8729.504457270028, "raw_rows": 126617600.0, "tokens": 11245040764.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2475
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 247400, "offset": 126668800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 32.076080322265625, "learning_rate": 0.0003744925844515525, "loss": 1.100261926651001, "form_loss": 0.3101785480976105, "tone_loss": 0.6043316125869751, "boundary_loss": 0.09003041684627533, "case_loss": 0.09572135657072067, "hard_loss": 1.100261926651001, "kd_loss": 0.0, "training_raw_rows_per_second": 5017.795376571666, "training_tokens_per_second": 445634.648256919}, "student_progress": {"training_seconds": 25243.91500526763, "update_seconds": 16402.84703851464, "loader_wait_seconds": 8734.316629248027, "raw_rows": 126668800.0, "tokens": 11249563184.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2476
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 247500, "offset": 126720000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 274.9040832519531, "learning_rate": 0.0003744011434997446, "loss": 1.0993858575820923, "form_loss": 0.31710541248321533, "tone_loss": 0.6055887937545776, "boundary_loss": 0.08657754212617874, "case_loss": 0.09011412411928177, "hard_loss": 1.0993858575820923, "kd_loss": 0.0, "training_raw_rows_per_second": 5018.313195103739, "training_tokens_per_second": 445680.8861524289}, "student_progress": {"training_seconds": 25251.51282379864, "update_seconds": 16409.57524558665, "loader_wait_seconds": 8735.142570807026, "raw_rows": 126720000.0, "tokens": 11254116612.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2477
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 247600, "offset": 126771200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 257.189453125, "learning_rate": 0.00037430968122204034, "loss": 1.1176700592041016, "form_loss": 0.31088787317276, "tone_loss": 0.6121262907981873, "boundary_loss": 0.09037553519010544, "case_loss": 0.10428038984537125, "hard_loss": 1.1176700592041016, "kd_loss": 0.0, "training_raw_rows_per_second": 5016.2415691171145, "training_tokens_per_second": 445496.88464351406}, "student_progress": {"training_seconds": 25272.148131875638, "update_seconds": 16416.214458919647, "loader_wait_seconds": 8749.096079908022, "raw_rows": 126771200.0, "tokens": 11258663261.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2478
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 247700, "offset": 126822400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 434.478515625, "learning_rate": 0.0003742181976358704, "loss": 1.121494174003601, "form_loss": 0.31774014234542847, "tone_loss": 0.6168304085731506, "boundary_loss": 0.09154723584651947, "case_loss": 0.0953763797879219, "hard_loss": 1.121494174003601, "kd_loss": 0.0, "training_raw_rows_per_second": 5014.522539281038, "training_tokens_per_second": 445344.2037892605}, "student_progress": {"training_seconds": 25291.022027828654, "update_seconds": 16422.898554683645, "loader_wait_seconds": 8761.242711977013, "raw_rows": 126822400.0, "tokens": 11263210068.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2479
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 247800, "offset": 126873600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 369.04656982421875, "learning_rate": 0.0003741266927586696, "loss": 1.1233024597167969, "form_loss": 0.31466224789619446, "tone_loss": 0.6228968501091003, "boundary_loss": 0.09014708548784256, "case_loss": 0.09559623897075653, "hard_loss": 1.1233024597167969, "kd_loss": 0.0, "training_raw_rows_per_second": 5014.751886705852, "training_tokens_per_second": 445364.64318717446}, "student_progress": {"training_seconds": 25300.075231307645, "update_seconds": 16429.544218389652, "loader_wait_seconds": 8763.608971177018, "raw_rows": 126873600.0, "tokens": 11267758978.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2480
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 247900, "offset": 126924800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 167.33802795410156, "learning_rate": 0.0003740351666078768, "loss": 1.1592930555343628, "form_loss": 0.3171290159225464, "tone_loss": 0.6291519403457642, "boundary_loss": 0.10277658700942993, "case_loss": 0.11023552715778351, "hard_loss": 1.1592930555343628, "kd_loss": 0.0, "training_raw_rows_per_second": 5015.239080749246, "training_tokens_per_second": 445407.8761144326}, "student_progress": {"training_seconds": 25307.82639798664, "update_seconds": 16436.166859859633, "loader_wait_seconds": 8764.695478051026, "raw_rows": 126924800.0, "tokens": 11272305205.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2481
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 248000, "offset": 126976000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 103.78678894042969, "learning_rate": 0.0003739436192009347, "loss": 1.1488741636276245, "form_loss": 0.32144394516944885, "tone_loss": 0.6298389434814453, "boundary_loss": 0.09536688774824142, "case_loss": 0.1022244393825531, "hard_loss": 1.1488741636276245, "kd_loss": 0.0, "training_raw_rows_per_second": 5015.688059064315, "training_tokens_per_second": 445448.1892613107}, "student_progress": {"training_seconds": 25315.768944308627, "update_seconds": 16442.841593331625, "loader_wait_seconds": 8765.921022377022, "raw_rows": 126976000.0, "tokens": 11276863436.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2482
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 248100, "offset": 127027200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 148.34127807617188, "learning_rate": 0.0003738520505552903, "loss": 1.1596240997314453, "form_loss": 0.32871532440185547, "tone_loss": 0.6306452751159668, "boundary_loss": 0.09818797558546066, "case_loss": 0.10207558423280716, "hard_loss": 1.1596240997314453, "kd_loss": 0.0, "training_raw_rows_per_second": 5015.898220367791, "training_tokens_per_second": 445466.63089742477}, "student_progress": {"training_seconds": 25324.915781621607, "update_seconds": 16449.62560175163, "loader_wait_seconds": 8768.239814815024, "raw_rows": 127027200.0, "tokens": 11281404911.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2483
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 248200, "offset": 127078400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 93.85294342041016, "learning_rate": 0.00037376046068839455, "loss": 1.1422704458236694, "form_loss": 0.31944170594215393, "tone_loss": 0.631655752658844, "boundary_loss": 0.09674874693155289, "case_loss": 0.09442425519227982, "hard_loss": 1.1422704458236694, "kd_loss": 0.0, "training_raw_rows_per_second": 5015.93005054179, "training_tokens_per_second": 445469.8855503054}, "student_progress": {"training_seconds": 25334.9625532106, "update_seconds": 16456.31121401363, "loader_wait_seconds": 8771.556244054029, "raw_rows": 127078400.0, "tokens": 11285962869.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2484
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 248300, "offset": 127129600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 108.3213882446289, "learning_rate": 0.0003736688496177026, "loss": 1.2062296867370605, "form_loss": 0.33165135979652405, "tone_loss": 0.6545899510383606, "boundary_loss": 0.10586279630661011, "case_loss": 0.11412543803453445, "hard_loss": 1.2062296867370605, "kd_loss": 0.0, "training_raw_rows_per_second": 5015.961332180363, "training_tokens_per_second": 445473.0872024526}, "student_progress": {"training_seconds": 25345.0119689696, "update_seconds": 16463.007157149623, "loader_wait_seconds": 8774.867187382033, "raw_rows": 127129600.0, "tokens": 11290520727.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2485
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 248400, "offset": 127180800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 89.21109008789062, "learning_rate": 0.0003735772173606733, "loss": 1.1846580505371094, "form_loss": 0.3283902108669281, "tone_loss": 0.6543548703193665, "boundary_loss": 0.09645450115203857, "case_loss": 0.10545854270458221, "hard_loss": 1.1846580505371094, "kd_loss": 0.0, "training_raw_rows_per_second": 5016.4525671001975, "training_tokens_per_second": 445517.0282995905}, "student_progress": {"training_seconds": 25352.736480376596, "update_seconds": 16469.690460237634, "loader_wait_seconds": 8775.865443848037, "raw_rows": 127180800.0, "tokens": 11295075816.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2486
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 248500, "offset": 127232000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 597.4283447265625, "learning_rate": 0.00037348556393476993, "loss": 1.2225415706634521, "form_loss": 0.34472668170928955, "tone_loss": 0.6741736531257629, "boundary_loss": 0.10044191777706146, "case_loss": 0.10319928079843521, "hard_loss": 1.2225415706634521, "kd_loss": 0.0, "training_raw_rows_per_second": 5016.777980603762, "training_tokens_per_second": 445545.71155268967}, "student_progress": {"training_seconds": 25361.29772772759, "update_seconds": 16476.336235122628, "loader_wait_seconds": 8777.73889007504, "raw_rows": 127232000.0, "tokens": 11299617442.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2487
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 248600, "offset": 127283200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 210.72186279296875, "learning_rate": 0.00037339388935745944, "loss": 1.1528128385543823, "form_loss": 0.3259492814540863, "tone_loss": 0.6319013237953186, "boundary_loss": 0.09751572459936142, "case_loss": 0.097446508705616, "hard_loss": 1.1528128385543823, "kd_loss": 0.0, "training_raw_rows_per_second": 5017.215842593922, "training_tokens_per_second": 445584.63555344153}, "student_progress": {"training_seconds": 25369.28926186959, "update_seconds": 16483.069844539634, "loader_wait_seconds": 8778.953152393038, "raw_rows": 127283200.0, "tokens": 11304165510.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2488
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 248700, "offset": 127334400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 197.41990661621094, "learning_rate": 0.00037330219364621316, "loss": 1.1794826984405518, "form_loss": 0.3314196467399597, "tone_loss": 0.6472741365432739, "boundary_loss": 0.10297676920890808, "case_loss": 0.09781213104724884, "hard_loss": 1.1794826984405518, "kd_loss": 0.0, "training_raw_rows_per_second": 5017.641040069186, "training_tokens_per_second": 445622.41243809974}, "student_progress": {"training_seconds": 25377.343453457615, "update_seconds": 16489.844503686625, "loader_wait_seconds": 8780.188079668042, "raw_rows": 127334400.0, "tokens": 11308713011.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2489
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 248800, "offset": 127385600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 101.01317596435547, "learning_rate": 0.00037321047681850613, "loss": 1.1470658779144287, "form_loss": 0.3148558735847473, "tone_loss": 0.6266689896583557, "boundary_loss": 0.09817298501729965, "case_loss": 0.10736805200576782, "hard_loss": 1.1470658779144287, "kd_loss": 0.0, "training_raw_rows_per_second": 5018.119147465318, "training_tokens_per_second": 445665.00321373873}, "student_progress": {"training_seconds": 25385.12862221361, "update_seconds": 16496.541316081624, "loader_wait_seconds": 8781.233684901048, "raw_rows": 127385600.0, "tokens": 11313263429.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2490
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 248900, "offset": 127436800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 117.21427154541016, "learning_rate": 0.00037311873889181766, "loss": 1.1563786268234253, "form_loss": 0.3245677649974823, "tone_loss": 0.6384513974189758, "boundary_loss": 0.09335874766111374, "case_loss": 0.1000007838010788, "hard_loss": 1.1563786268234253, "kd_loss": 0.0, "training_raw_rows_per_second": 5018.602993416426, "training_tokens_per_second": 445707.89271139615}, "student_progress": {"training_seconds": 25392.883271933628, "update_seconds": 16503.106070095608, "loader_wait_seconds": 8782.382213460045, "raw_rows": 127436800.0, "tokens": 11317808493.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2491
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 249000, "offset": 127488000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 144.8097381591797, "learning_rate": 0.0003730269798836309, "loss": 1.164349913597107, "form_loss": 0.32584714889526367, "tone_loss": 0.6451593041419983, "boundary_loss": 0.09588131308555603, "case_loss": 0.09746213257312775, "hard_loss": 1.164349913597107, "kd_loss": 0.0, "training_raw_rows_per_second": 5019.234248790434, "training_tokens_per_second": 445763.9375574926}, "student_progress": {"training_seconds": 25399.890437614627, "update_seconds": 16509.696670974623, "loader_wait_seconds": 8782.757809349048, "raw_rows": 127488000.0, "tokens": 11322355175.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2492
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 249100, "offset": 127539200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 167.9102020263672, "learning_rate": 0.0003729351998114332, "loss": 1.1628961563110352, "form_loss": 0.3185012638568878, "tone_loss": 0.631615936756134, "boundary_loss": 0.10288672894239426, "case_loss": 0.10989227145910263, "hard_loss": 1.1628961563110352, "kd_loss": 0.0, "training_raw_rows_per_second": 5019.514259353543, "training_tokens_per_second": 445788.62537867745}, "student_progress": {"training_seconds": 25408.67371027762, "update_seconds": 16516.256272535622, "loader_wait_seconds": 8784.940140343055, "raw_rows": 127539200.0, "tokens": 11326897726.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2493
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 249200, "offset": 127590400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 176.1455078125, "learning_rate": 0.00037284339869271565, "loss": 1.151474118232727, "form_loss": 0.3161836564540863, "tone_loss": 0.6363651156425476, "boundary_loss": 0.09767824411392212, "case_loss": 0.10124722868204117, "hard_loss": 1.151474118232727, "kd_loss": 0.0, "training_raw_rows_per_second": 5019.946267988697, "training_tokens_per_second": 445826.7852887054}, "student_progress": {"training_seconds": 25416.686392366635, "update_seconds": 16522.73233749862, "loader_wait_seconds": 8786.436875301055, "raw_rows": 127590400.0, "tokens": 11331439587.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2494
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 249300, "offset": 127641600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 75.24089813232422, "learning_rate": 0.0003727515765449737, "loss": 1.1808300018310547, "form_loss": 0.33374249935150146, "tone_loss": 0.6465049386024475, "boundary_loss": 0.09791175276041031, "case_loss": 0.10267077386379242, "hard_loss": 1.1808300018310547, "kd_loss": 0.0, "training_raw_rows_per_second": 5020.4420815737585, "training_tokens_per_second": 445870.38838675065}, "student_progress": {"training_seconds": 25424.374572206634, "update_seconds": 16529.396954726617, "loader_wait_seconds": 8787.419579751053, "raw_rows": 127641600.0, "tokens": 11335975765.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2495
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 249400, "offset": 127692800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 133.70562744140625, "learning_rate": 0.0003726597333857066, "loss": 1.190769910812378, "form_loss": 0.33768466114997864, "tone_loss": 0.6597007513046265, "boundary_loss": 0.0966188833117485, "case_loss": 0.09676562994718552, "hard_loss": 1.190769910812378, "kd_loss": 0.0, "training_raw_rows_per_second": 5020.961801817177, "training_tokens_per_second": 445916.49534398125}, "student_progress": {"training_seconds": 25431.94014218265, "update_seconds": 16536.020769171617, "loader_wait_seconds": 8788.319742109046, "raw_rows": 127692800.0, "tokens": 11340521618.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2496
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 249500, "offset": 127744000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 155.30584716796875, "learning_rate": 0.0003725678692324176, "loss": 1.176975965499878, "form_loss": 0.32568100094795227, "tone_loss": 0.6465752124786377, "boundary_loss": 0.09539879113435745, "case_loss": 0.10932100564241409, "hard_loss": 1.176975965499878, "kd_loss": 0.0, "training_raw_rows_per_second": 5021.246164599293, "training_tokens_per_second": 445941.7674201224}, "student_progress": {"training_seconds": 25440.696554695656, "update_seconds": 16542.81329519664, "loader_wait_seconds": 8790.237541082042, "raw_rows": 127744000.0, "tokens": 11345069186.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2497
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 249600, "offset": 127795200.0, "disposition": "observed_update", "metrics": {"gradient_norm": 309.33441162109375, "learning_rate": 0.000372475984102614, "loss": 1.1696109771728516, "form_loss": 0.32610490918159485, "tone_loss": 0.6376547813415527, "boundary_loss": 0.10149142146110535, "case_loss": 0.10435989499092102, "hard_loss": 1.1696109771728516, "kd_loss": 0.0, "training_raw_rows_per_second": 5021.509362360607, "training_tokens_per_second": 445965.6273502894}, "student_progress": {"training_seconds": 25449.559241670635, "update_seconds": 16549.574002513655, "loader_wait_seconds": 8792.294981210045, "raw_rows": 127795200.0, "tokens": 11349628653.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2498
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 249700, "offset": 127846400.0, "disposition": "observed_update", "metrics": {"gradient_norm": 424.1759033203125, "learning_rate": 0.0003723840780138071, "loss": 1.209612250328064, "form_loss": 0.3412211537361145, "tone_loss": 0.6635966300964355, "boundary_loss": 0.1053481474518776, "case_loss": 0.0994463786482811, "hard_loss": 1.209612250328064, "kd_loss": 0.0, "training_raw_rows_per_second": 5022.0017563647725, "training_tokens_per_second": 446009.64418919256}, "student_progress": {"training_seconds": 25457.259117436653, "update_seconds": 16556.294935716673, "loader_wait_seconds": 8793.231038511043, "raw_rows": 127846400.0, "tokens": 11354183081.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2499
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 249800, "offset": 127897600.0, "disposition": "observed_update", "metrics": {"gradient_norm": 322.828125, "learning_rate": 0.0003722921509835121, "loss": 1.2110995054244995, "form_loss": 0.34028947353363037, "tone_loss": 0.6658604741096497, "boundary_loss": 0.10766946524381638, "case_loss": 0.09728002548217773, "hard_loss": 1.2110995054244995, "kd_loss": 0.0, "training_raw_rows_per_second": 5022.474386595707, "training_tokens_per_second": 446051.8871931603}, "student_progress": {"training_seconds": 25465.05768975967, "update_seconds": 16563.006462076668, "loader_wait_seconds": 8794.274112803043, "raw_rows": 127897600.0, "tokens": 11358737040.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2500
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 249900, "offset": 127948800.0, "disposition": "observed_update", "metrics": {"gradient_norm": 237.42953491210938, "learning_rate": 0.00037220020302924836, "loss": 1.1940101385116577, "form_loss": 0.3194003403186798, "tone_loss": 0.6513346433639526, "boundary_loss": 0.10444959253072739, "case_loss": 0.11882559955120087, "hard_loss": 1.1940101385116577, "kd_loss": 0.0, "training_raw_rows_per_second": 5022.746347318202, "training_tokens_per_second": 446076.31672675925}, "student_progress": {"training_seconds": 25473.872489761656, "update_seconds": 16569.762342126673, "loader_wait_seconds": 8796.288522620041, "raw_rows": 127948800.0, "tokens": 11363291213.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
2501
+ {"attempt_id": "5bf52f6baff4436ba3830309df344fb6", "identity_sha256": "af32d63875a918a8b8a0bdf62e7102f05e99a54cd71d8443d8a844e4beb120ee", "step": 250000, "offset": 128000000.0, "disposition": "observed_update", "metrics": {"gradient_norm": 176.7353973388672, "learning_rate": 0.00037210823416853906, "loss": 1.2501003742218018, "form_loss": 0.3586421608924866, "tone_loss": 0.6822206377983093, "boundary_loss": 0.11328615993261337, "case_loss": 0.09595140069723129, "hard_loss": 1.2501003742218018, "kd_loss": 0.0, "training_raw_rows_per_second": 5023.228117615654, "training_tokens_per_second": 446119.4314091418}, "student_progress": {"training_seconds": 25481.621977533643, "update_seconds": 16576.49931655567, "loader_wait_seconds": 8797.255875554041, "raw_rows": 128000000.0, "tokens": 11367846708.0, "peak_vram_allocated_bytes": 5254466560.0, "peak_vram_reserved_bytes": 20581449728.0}}
runs/gch-stu-003-seed42-r1-hard/training_progress.json CHANGED
@@ -631,32 +631,32 @@
631
  "initial_model_sha256": "542376b10916c1c8b953f0ae2f3b65a7f6061048b3b9f3ddf2a9ab44304ef67f"
632
  }
633
  },
634
- "phase": "sampled_selection",
635
- "step": 240000,
636
  "step_budget": 719701,
637
- "raw_records_consumed": 122880000,
638
- "supported_records_trained": 122736630,
639
- "session_elapsed_seconds": 14512.566329165,
640
- "total_elapsed_seconds": 24860.70555135,
641
- "training_update_seconds": 15908.514085039673,
642
- "supported_records_per_update_second": 7715.153617987567,
643
- "steps_per_update_second": 15.086261276010397,
644
- "session_raw_records_per_second_including_eval": 5644.763175715551,
645
- "estimated_remaining_seconds": 43510.56640544817,
646
  "eta_scope": "session wall rate incl. eval/upload; excludes final-only evaluation",
647
  "diagnostic": false,
648
  "student_metrics": {
649
- "gradient_norm": 1.5573958158493042,
650
- "learning_rate": 0.00038119881571034597,
651
- "loss": 0.45073214173316956,
652
- "form_loss": 0.13361303508281708,
653
- "tone_loss": 0.2281220555305481,
654
- "boundary_loss": 0.03064081259071827,
655
- "case_loss": 0.058356236666440964,
656
- "hard_loss": 0.45073214173316956,
657
  "kd_loss": 0.0,
658
- "training_raw_rows_per_second": 4995.926065000814,
659
- "training_tokens_per_second": 443694.67999864713
660
  },
661
- "updated_unix": 1793944102.5583665
662
  }
 
631
  "initial_model_sha256": "542376b10916c1c8b953f0ae2f3b65a7f6061048b3b9f3ddf2a9ab44304ef67f"
632
  }
633
  },
634
+ "phase": "sampled_loss",
635
+ "step": 250000,
636
  "step_budget": 719701,
637
+ "raw_records_consumed": 128000000,
638
+ "supported_records_trained": 127850717,
639
+ "session_elapsed_seconds": 885.840632306,
640
+ "total_elapsed_seconds": 25762.588456502002,
641
+ "training_update_seconds": 16576.49931655567,
642
+ "supported_records_per_update_second": 7712.769418830786,
643
+ "steps_per_update_second": 15.081592031335237,
644
+ "session_raw_records_per_second_including_eval": 5779.820673467792,
645
+ "estimated_remaining_seconds": 41608.011145389406,
646
  "eta_scope": "session wall rate incl. eval/upload; excludes final-only evaluation",
647
  "diagnostic": false,
648
  "student_metrics": {
649
+ "gradient_norm": 176.7353973388672,
650
+ "learning_rate": 0.00037210823416853906,
651
+ "loss": 1.2501003742218018,
652
+ "form_loss": 0.3586421608924866,
653
+ "tone_loss": 0.6822206377983093,
654
+ "boundary_loss": 0.11328615993261337,
655
+ "case_loss": 0.09595140069723129,
656
+ "hard_loss": 1.2501003742218018,
657
  "kd_loss": 0.0,
658
+ "training_raw_rows_per_second": 5023.228117615654,
659
+ "training_tokens_per_second": 446119.4314091418
660
  },
661
+ "updated_unix": 1793946151.6141057
662
  }