File size: 43,302 Bytes
d090d24
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
{
  "model_type": "yi-1_5-6b",
  "model_id_or_path": "/home/wusc/Yi-1___5-6B",
  "model_revision": "master",
  "full_determinism": false,
  "sft_type": "full",
  "freeze_parameters": 0.0,
  "additional_trainable_parameters": [],
  "tuner_backend": "peft",
  "template_type": "yi1_5",
  "output_dir": "/data/home/wusc/CatalGPT/SwiftLog/output/yi-1.5-6b/v3105-20240827-101309.456842919-nd2-node234",
  "add_output_dir_suffix": false,
  "ddp_backend": "nccl",
  "ddp_find_unused_parameters": null,
  "ddp_broadcast_buffers": null,
  "seed": 0,
  "resume_from_checkpoint": "/data/home/wusc/CatalGPT/SwiftLog/output/yi-1.5-6b/v3100-20240826-173050.909977815-nd2-node234/checkpoint-4250",
  "resume_only_model": false,
  "ignore_data_skip": false,
  "dtype": "fp16",
  "packing": false,
  "train_backend": "transformers",
  "tp": 1,
  "pp": 1,
  "min_lr": null,
  "sequence_parallel": false,
  "model_kwargs": null,
  "dataset": [
    "wikipedia-zh",
    "ruozhiba",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/PDH_ExpandedDOC9133638.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/PDH_ExpandedDOC_CN10215737.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledArXivDOC12264329_1.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledArXivDOC12264329_2.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledArXivDOC12264329_3.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/WikiDOC133016430_1.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/WikiDOC133016430_2.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/WikiDOC133016430_3.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/WikiDOC133016430_4.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/WikiDOC133016430_5.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_10.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_11.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_12.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_13.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_14.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_15.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_16.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_17.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_18.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_19.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_1.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_20.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_21.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_22.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_23.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_24.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_25.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_26.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_27.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_28.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_29.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_2.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_30.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_31.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_32.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_33.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_3.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_4.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_5.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_6.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_7.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_8.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/ExpandedDOC127305816_9.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_10.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_11.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_12.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_13.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_14.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_15.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_16.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_17.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_18.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_19.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_1.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_20.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_21.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_22.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_23.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_24.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_25.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_26.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_27.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_28.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_29.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_2.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_30.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_31.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_32.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_33.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_34.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_35.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_36.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_37.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_38.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_39.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_3.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_40.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_4.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_5.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_6.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_7.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_8.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC_CN187205782_9.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_10.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_11.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_12.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_13.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_14.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_15.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_16.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_17.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_18.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_19.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_1.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_20.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_21.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_22.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_23.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_24.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_25.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_26.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_27.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_28.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_29.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_2.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_30.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_31.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_32.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_33.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_34.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_35.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_36.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_37.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_38.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_39.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_3.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_40.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_41.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_4.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_5.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_6.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_7.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_8.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/2015_2025Q1ExpandedDOC165694078_9.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_10.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_11.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_12.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_13.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_14.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_15.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_16.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_17.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_18.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_19.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_1.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_20.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_21.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_22.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_23.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_24.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_25.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_2.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_3.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_4.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_5.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_6.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_7.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_8.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/SampledCSL158256764_9.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/LCSTS11735043.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_10.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_11.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_12.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_13.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_14.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_15.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_16.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_17.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_18.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_19.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_1.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_20.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_21.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_22.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_23.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_24.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_25.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_26.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_27.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_28.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_29.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_2.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_30.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_31.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_32.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_33.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_3.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_4.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_5.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_6.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_7.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_8.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q1ExpandedDOC165694078_9.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_10.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_11.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_12.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_13.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_14.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_15.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_16.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_17.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_18.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_1.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_2.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_3.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_4.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_5.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_6.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_7.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_8.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/Split/Calculations1980_2025Q23ExpandedDOC66556562_9.csv",
    "/data/home/wusc/CatalGPT/ContinuePreTrain/science-theory-textbooks/science_theory_textbooks73026.csv",
    "math-instruct",
    "dolly-15k",
    "ultrachat-200k",
    "alpaca-cleaned",
    "no-robots",
    "slim-orca",
    "cosmopedia-100k",
    "coig-cqia:ruozhiba",
    "coig-cqia:exam",
    "coig-cqia:segmentfault",
    "coig-cqia:logi_qa",
    "coig-cqia:wikihow",
    "cot-en",
    "cot-zh",
    "blossom-math-zh",
    "leetcode-python-en",
    "codefuse-python-en",
    "codefuse-evol-instruction-zh",
    "alpaca-zh",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/PDH_QAPairFromARG_English1985.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/PDH_QAPairFromARG_Chinese1985.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/BackgroundKnowledgeQAPairs51790.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/gaokao-benchmark/biology.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/gaokao-benchmark/chemistry.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/gaokao-benchmark/chinese.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/gaokao-benchmark/english.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/gaokao-benchmark/geography.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/gaokao-benchmark/mathcloze.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/gaokao-benchmark/mathqa.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/gaokao-benchmark/MultiChoices.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/gaokao-benchmark/physics.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/CSL396209.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/scimrc21297.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/MultiHopRAG/MultiHopRAG.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/physical_reasoning/physical_reasoning.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/physical_reasoning/physical_reasoning_longer.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/physical_reasoning/physical_reasoning_magic.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/race/race_high_test-00000-of-00001.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/race/race_high_train-00000-of-00001.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/race/race_high_validation-00000-of-00001.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/race/race_middle_test-00000-of-00001.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/race/race_middle_train-00000-of-00001.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/race/race_middle_validation-00000-of-00001.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/Smaug/SystemConversationsTransformed.jsonl",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/Smaug/WikiQA-Altered_Numeric_QA_16K.jsonl",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/Smaug/WikiQA-Altered_Numeric_QA_2K.jsonl",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/Smaug/WikiQA-Altered_Numeric_QA_4K.jsonl",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/Smaug/WikiQA-Altered_Numeric_QA_8K.jsonl",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/Smaug/WikiQA-Free_Form_QA_16K.jsonl",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/Smaug/WikiQA-Free_Form_QA_2K.jsonl",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/Smaug/WikiQA-Free_Form_QA_4K.jsonl",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/Smaug/WikiQA-Free_Form_QA_8K.jsonl",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/truthful_qa/truthful_qa_multiple_choice.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/commonsense_qa/commonsense_qa_default_train_0000.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/commonsense_qa/commonsense_qa_default_validation_0000.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/LogiQA/LogiQA.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/ScienceQA/ScienceQA.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/M3KE/M3KE_dev.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/firefly-train-1.1M/ToTrain/firefly-train-1.1M_BELLE_543285.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/firefly-train-1.1M/ToTrain/firefly-train-1.1M_Cot_74771.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/firefly-train-1.1M/ToTrain/firefly-train-1.1M_Dictionary_30895.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/firefly-train-1.1M/ToTrain/firefly-train-1.1M_KeywordRecognition_50000.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/firefly-train-1.1M/ToTrain/firefly-train-1.1M_MRC_70000.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/firefly-train-1.1M/ToTrain/firefly-train-1.1M_NER_50000.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/firefly-train-1.1M/ToTrain/firefly-train-1.1M_NLI_50000.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/firefly-train-1.1M/ToTrain/firefly-train-1.1M_OpenQA_69843.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/firefly-train-1.1M/ToTrain/firefly-train-1.1M_Program_974.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/firefly-train-1.1M/ToTrain/firefly-train-1.1M_TextMatching_50000.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/firefly-train-1.1M/ToTrain/firefly-train-1.1M_Translation_50000.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/ChemData700K/ChemData700K677392.jsonl",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/AI4Chem/ChemBench4K_default_test_0000.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/DataHammer_emotional_dialog1069/DataHammer_emotional_dialog1069.jsonl",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/arxiv-physics/arxiv_physics_30231.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Analytical chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Biochemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Chemical bonding_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Chemical education_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Chemical engineering_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Chemical equilibrium_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Chemical kinetics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Chemical reactions_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Chemical synthesis_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Chemical thermodynamics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Computational chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Coordination chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Electrochemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Environmental chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Inorganic chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Materials chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Medicinal chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Nuclear chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Organic chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Photochemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Physical chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Polymer chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Quantum chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Surface chemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_chemistry_20k_Thermochemistry_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Astrophysics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Atomic physics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Biophysics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Black holes_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Chaos theory_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Condensed matter physics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Cosmology_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Dark matter_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Electromagnetism_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Fluid mechanics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_General relativity_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Gravitational waves_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_High-energy physics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Nuclear physics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Optics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Particle physics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Plasma physics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Quantum computing_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Quantum field theory_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Quantum mechanics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Solid state physics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Special relativity_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_String theory_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Superconductivity_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/camel-ai/camel_ai_physics_20k_Thermodynamics_800.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/Chem-Catalysis-Chat/Chem_Catalysis_Chat_189168.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/physics-scienceqa/physics_scienceqa810.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Coding_codecontest_44662.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Coding_magicoder_evol_instruct_10238.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Coding_TACO_58188.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Coding_wiki_table_questions_1738.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Logic_hotpotqa_2586.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Logic_reclor_7159.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Logic_strategyqa_1746.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Math_CoT_gsm8k_15733.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Math_CoT_MATH_36004.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Math_CoT_mathqa_22496.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Math_CoT_numglue_4116.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Math_PoT_gsm8k_17356.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Math_PoT_MATH_34667.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Math_PoT_mathqa_20328.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Math_PoT_numglue_5479.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/UltraInteract/UltraInteract_288579_Math_PoT_tabmwp_6083.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/YouToks-Instruct-Quantum-Physics/YouToks_Instruct_Quantum_Physics3109.csv",
    "/data/home/wusc/CatalGPT/SupervisedFineTuning/LLM_Science_Dataset/Kaggle_LLM_Science_Dataset8835.csv",
    "self-cognition#32768"
  ],
  "val_dataset": [],
  "dataset_seed": 0,
  "dataset_test_ratio": 0.01,
  "use_loss_scale": false,
  "loss_scale_config_path": "/data/home/wusc/CatalGPT/GitLibrary/swift/swift/llm/agent/default_loss_scale_config.json",
  "system": "You are an expert in the field of chemistry and chemical engineering. Explain scientific concepts, theories, and phenomena in an engaging and accessible way. Take a deep breath and think step by step, which is very import to my career.",
  "tools_prompt": "react_en",
  "max_length": 4096,
  "truncation_strategy": "delete",
  "check_dataset_strategy": "warning",
  "streaming": false,
  "streaming_val_size": 0,
  "streaming_buffer_size": 16384,
  "model_name": [
    "北洋微衍",
    "Peiyang MicroDerivation"
  ],
  "model_author": [
    "天津大学",
    "Tianjin University"
  ],
  "quant_method": null,
  "quantization_bit": 0,
  "hqq_axis": 0,
  "hqq_dynamic_config_path": null,
  "bnb_4bit_comp_dtype": "fp16",
  "bnb_4bit_quant_type": "nf4",
  "bnb_4bit_use_double_quant": true,
  "bnb_4bit_quant_storage": null,
  "rescale_image": -1,
  "target_modules": [
    "ALL",
    "EMBEDDING"
  ],
  "target_regex": null,
  "modules_to_save": [],
  "lora_rank": 64,
  "lora_alpha": 128,
  "lora_dropout": 0.05,
  "lora_bias_trainable": "none",
  "lora_dtype": "fp16",
  "lora_lr_ratio": null,
  "use_rslora": true,
  "use_dora": false,
  "init_lora_weights": "true",
  "fourier_n_frequency": 2000,
  "fourier_scaling": 300.0,
  "rope_scaling": null,
  "boft_block_size": 4,
  "boft_block_num": 0,
  "boft_n_butterfly_factor": 1,
  "boft_dropout": 0.0,
  "vera_rank": 256,
  "vera_projection_prng_key": 0,
  "vera_dropout": 0.0,
  "vera_d_initial": 0.1,
  "adapter_act": "gelu",
  "adapter_length": 128,
  "use_galore": false,
  "galore_target_modules": null,
  "galore_rank": 128,
  "galore_update_proj_gap": 50,
  "galore_scale": 1.0,
  "galore_proj_type": "std",
  "galore_optim_per_parameter": false,
  "galore_with_embedding": false,
  "galore_quantization": false,
  "galore_proj_quant": false,
  "galore_proj_bits": 4,
  "galore_proj_group_size": 256,
  "galore_cos_threshold": 0.4,
  "galore_gamma_proj": 2,
  "galore_queue_size": 5,
  "adalora_target_r": 8,
  "adalora_init_r": 12,
  "adalora_tinit": 0,
  "adalora_tfinal": 0,
  "adalora_deltaT": 1,
  "adalora_beta1": 0.85,
  "adalora_beta2": 0.85,
  "adalora_orth_reg_weight": 0.5,
  "ia3_feedforward_modules": [],
  "llamapro_num_new_blocks": 4,
  "llamapro_num_groups": null,
  "neftune_noise_alpha": 5.0,
  "neftune_backend": "transformers",
  "lisa_activated_layers": 0,
  "lisa_step_interval": 20,
  "reft_layers": null,
  "reft_rank": 4,
  "reft_intervention_type": "LoreftIntervention",
  "reft_args": null,
  "gradient_checkpointing": true,
  "deepspeed": null,
  "batch_size": 1,
  "eval_batch_size": 1,
  "auto_find_batch_size": false,
  "num_train_epochs": 3,
  "max_steps": -1,
  "optim": "adamw_torch",
  "adam_beta1": 0.9,
  "adam_beta2": 0.999,
  "adam_epsilon": 1e-07,
  "learning_rate": 0.000128,
  "weight_decay": 0.1,
  "gradient_accumulation_steps": 32,
  "max_grad_norm": 0.5,
  "predict_with_generate": false,
  "lr_scheduler_type": "cosine",
  "lr_scheduler_kwargs": {},
  "warmup_ratio": 0.1,
  "warmup_steps": 0,
  "eval_steps": 250,
  "save_steps": 250,
  "save_only_model": false,
  "save_total_limit": 2,
  "logging_steps": 5,
  "acc_steps": 1,
  "dataloader_num_workers": 48,
  "dataloader_pin_memory": true,
  "dataloader_drop_last": false,
  "push_to_hub": false,
  "hub_model_id": null,
  "hub_token": null,
  "hub_private_repo": false,
  "push_hub_strategy": "push_best",
  "test_oom_error": false,
  "disable_tqdm": false,
  "lazy_tokenize": true,
  "preprocess_num_proc": 48,
  "use_flash_attn": false,
  "ignore_args_error": false,
  "check_model_is_latest": false,
  "logging_dir": "/data/home/wusc/CatalGPT/SwiftLog/output/yi-1.5-6b/v3105-20240827-101309.456842919-nd2-node234/runs",
  "report_to": [
    "tensorboard"
  ],
  "acc_strategy": "token",
  "save_on_each_node": false,
  "evaluation_strategy": "steps",
  "save_strategy": "steps",
  "save_safetensors": true,
  "gpu_memory_fraction": null,
  "include_num_input_tokens_seen": false,
  "local_repo_path": null,
  "custom_register_path": null,
  "custom_dataset_info": null,
  "device_map_config_path": null,
  "device_max_memory": [],
  "max_new_tokens": 2048,
  "do_sample": true,
  "temperature": 0.3,
  "top_k": 20,
  "top_p": 0.7,
  "repetition_penalty": 1.0,
  "num_beams": 1,
  "fsdp": "",
  "fsdp_config": null,
  "sequence_parallel_size": 1,
  "model_layer_cls_name": null,
  "metric_warmup_step": 0,
  "fsdp_num": 1,
  "per_device_train_batch_size": null,
  "per_device_eval_batch_size": null,
  "eval_strategy": null,
  "self_cognition_sample": 32768,
  "train_dataset_mix_ratio": 0.0,
  "train_dataset_mix_ds": [
    "ms-bench"
  ],
  "train_dataset_sample": -1,
  "val_dataset_sample": -1,
  "safe_serialization": null,
  "only_save_model": null,
  "neftune_alpha": null,
  "deepspeed_config_path": null,
  "model_cache_dir": null,
  "lora_dropout_p": null,
  "lora_target_modules": [
    "ALL",
    "EMBEDDING"
  ],
  "lora_target_regex": null,
  "lora_modules_to_save": [],
  "boft_target_modules": [],
  "boft_modules_to_save": [],
  "vera_target_modules": [],
  "vera_modules_to_save": [],
  "ia3_target_modules": [],
  "ia3_modules_to_save": [],
  "custom_train_dataset_path": [],
  "custom_val_dataset_path": [],
  "use_self_cognition": true,
  "is_multimodal": false,
  "is_vision": false,
  "lora_use_embedding": true,
  "lora_use_all": true,
  "lora_m2s_use_embedding": false,
  "lora_m2s_use_ln": false,
  "torch_dtype": "torch.float16",
  "fp16": true,
  "bf16": false,
  "rank": 0,
  "local_rank": 0,
  "world_size": 112,
  "local_world_size": 8,
  "bnb_4bit_compute_dtype": "torch.float16",
  "load_in_4bit": false,
  "load_in_8bit": false,
  "train_sampler_random": true,
  "training_args": "Seq2SeqTrainingArguments(output_dir='/data/home/wusc/CatalGPT/SwiftLog/output/yi-1.5-6b/v3105-20240827-101309.456842919-nd2-node234', overwrite_output_dir=False, do_train=False, do_eval=True, do_predict=False, eval_strategy=<IntervalStrategy.STEPS: 'steps'>, prediction_loss_only=False, per_device_train_batch_size=1, per_device_eval_batch_size=1, per_gpu_train_batch_size=None, per_gpu_eval_batch_size=None, gradient_accumulation_steps=32, eval_accumulation_steps=None, eval_delay=0, learning_rate=0.000128, weight_decay=0.1, adam_beta1=0.9, adam_beta2=0.999, adam_epsilon=1e-07, max_grad_norm=0.5, num_train_epochs=3, max_steps=-1, lr_scheduler_type=<SchedulerType.COSINE: 'cosine'>, lr_scheduler_kwargs={}, warmup_ratio=0.1, warmup_steps=0, log_level='passive', log_level_replica='warning', log_on_each_node=True, logging_dir='/data/home/wusc/CatalGPT/SwiftLog/output/yi-1.5-6b/v3105-20240827-101309.456842919-nd2-node234/runs', logging_strategy=<IntervalStrategy.STEPS: 'steps'>, logging_first_step=True, logging_steps=5, logging_nan_inf_filter=True, save_strategy=<IntervalStrategy.STEPS: 'steps'>, save_steps=250, save_total_limit=2, save_safetensors=True, save_on_each_node=False, save_only_model=False, restore_callback_states_from_checkpoint=False, no_cuda=False, use_cpu=False, use_mps_device=False, seed=0, data_seed=None, jit_mode_eval=False, use_ipex=False, bf16=False, fp16=True, fp16_opt_level='O1', half_precision_backend='auto', bf16_full_eval=False, fp16_full_eval=False, tf32=None, local_rank=0, ddp_backend='nccl', tpu_num_cores=None, tpu_metrics_debug=False, debug=[], dataloader_drop_last=False, eval_steps=250, dataloader_num_workers=48, dataloader_prefetch_factor=None, past_index=-1, run_name='/data/home/wusc/CatalGPT/SwiftLog/output/yi-1.5-6b/v3105-20240827-101309.456842919-nd2-node234', disable_tqdm=False, remove_unused_columns=False, label_names=None, load_best_model_at_end=False, metric_for_best_model='loss', greater_is_better=False, ignore_data_skip=False, fsdp=[], fsdp_min_num_params=0, fsdp_config={'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, fsdp_transformer_layer_cls_to_wrap=None, accelerator_config=AcceleratorConfig(split_batches=False, dispatch_batches=False, even_batches=True, use_seedable_sampler=True, non_blocking=False, gradient_accumulation_kwargs=None, use_configured_state=False), deepspeed=None, label_smoothing_factor=0.0, optim=<OptimizerNames.ADAMW_TORCH: 'adamw_torch'>, optim_args=None, adafactor=False, group_by_length=False, length_column_name='length', report_to=['tensorboard'], ddp_find_unused_parameters=False, ddp_bucket_cap_mb=None, ddp_broadcast_buffers=False, dataloader_pin_memory=True, dataloader_persistent_workers=False, skip_memory_metrics=True, use_legacy_prediction_loop=False, push_to_hub=False, resume_from_checkpoint='/data/home/wusc/CatalGPT/SwiftLog/output/yi-1.5-6b/v3100-20240826-173050.909977815-nd2-node234/checkpoint-4250', hub_model_id=None, hub_strategy=<HubStrategy.EVERY_SAVE: 'every_save'>, hub_token=None, hub_private_repo=False, hub_always_push=False, gradient_checkpointing=True, gradient_checkpointing_kwargs=None, include_inputs_for_metrics=False, eval_do_concat_batches=True, fp16_backend='auto', evaluation_strategy=None, push_to_hub_model_id=None, push_to_hub_organization=None, push_to_hub_token=None, mp_parameters='', auto_find_batch_size=False, full_determinism=False, torchdynamo=None, ray_scope='last', ddp_timeout=1800, torch_compile=False, torch_compile_backend=None, torch_compile_mode=None, dispatch_batches=None, split_batches=None, include_tokens_per_second=False, include_num_input_tokens_seen=False, neftune_noise_alpha=5.0, optim_target_modules=None, batch_eval_metrics=False, eval_on_start=False, sortish_sampler=True, predict_with_generate=False, generation_max_length=None, generation_num_beams=None, generation_config=GenerationConfig {\n  \"do_sample\": true,\n  \"eos_token_id\": 2,\n  \"max_new_tokens\": 2048,\n  \"pad_token_id\": 0,\n  \"temperature\": 0.3,\n  \"top_k\": 20,\n  \"top_p\": 0.7\n}\n, train_sampler_random=True, push_hub_strategy='push_best', acc_strategy='token', additional_saved_files=[], metric_warmup_step=0, train_dataset_sample=-1)"
}