File size: 11,166 Bytes
409a825
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
0354e7d
409a825
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
wandb_version: 1

_wandb:
  desc: null
  value:
    python_version: 3.11.9
    cli_version: 0.16.6
    framework: huggingface
    huggingface_version: 4.40.1
    is_jupyter_run: false
    is_kaggle_kernel: false
    start_time: 1714147035.0
    t:
      1:
      - 1
      - 11
      - 49
      - 51
      - 55
      - 71
      - 84
      - 98
      2:
      - 1
      - 11
      - 49
      - 51
      - 55
      - 71
      - 84
      - 98
      3:
      - 7
      - 23
      - 62
      4: 3.11.9
      5: 0.16.6
      6: 4.40.1
      8:
      - 5
      9:
        1: transformers_trainer
      13: linux-x86_64
    m:
    - 1: train/global_step
      6:
      - 3
    - 1: train/loss
      5: 1
      6:
      - 1
    - 1: train/grad_norm
      5: 1
      6:
      - 1
    - 1: train/learning_rate
      5: 1
      6:
      - 1
    - 1: train/rewards/chosen
      5: 1
      6:
      - 1
    - 1: train/rewards/rejected
      5: 1
      6:
      - 1
    - 1: train/rewards/accuracies
      5: 1
      6:
      - 1
    - 1: train/rewards/margins
      5: 1
      6:
      - 1
    - 1: train/logps/rejected
      5: 1
      6:
      - 1
    - 1: train/logps/chosen
      5: 1
      6:
      - 1
    - 1: train/logits/rejected
      5: 1
      6:
      - 1
    - 1: train/logits/chosen
      5: 1
      6:
      - 1
    - 1: train/epoch
      5: 1
      6:
      - 1
    - 1: eval/loss
      5: 1
      6:
      - 1
    - 1: eval/runtime
      5: 1
      6:
      - 1
    - 1: eval/samples_per_second
      5: 1
      6:
      - 1
    - 1: eval/steps_per_second
      5: 1
      6:
      - 1
    - 1: eval/rewards/chosen
      5: 1
      6:
      - 1
    - 1: eval/rewards/rejected
      5: 1
      6:
      - 1
    - 1: eval/rewards/accuracies
      5: 1
      6:
      - 1
    - 1: eval/rewards/margins
      5: 1
      6:
      - 1
    - 1: eval/logps/rejected
      5: 1
      6:
      - 1
    - 1: eval/logps/chosen
      5: 1
      6:
      - 1
    - 1: eval/logits/rejected
      5: 1
      6:
      - 1
    - 1: eval/logits/chosen
      5: 1
      6:
      - 1
vocab_size:
  desc: null
  value: 32000
max_position_embeddings:
  desc: null
  value: 32768
hidden_size:
  desc: null
  value: 4096
intermediate_size:
  desc: null
  value: 14336
num_hidden_layers:
  desc: null
  value: 6
num_attention_heads:
  desc: null
  value: 32
sliding_window:
  desc: null
  value: 4096
num_key_value_heads:
  desc: null
  value: 8
hidden_act:
  desc: null
  value: silu
initializer_range:
  desc: null
  value: 0.02
rms_norm_eps:
  desc: null
  value: 1.0e-05
use_cache:
  desc: null
  value: false
rope_theta:
  desc: null
  value: 10000.0
attention_dropout:
  desc: null
  value: 0.0
return_dict:
  desc: null
  value: true
output_hidden_states:
  desc: null
  value: false
output_attentions:
  desc: null
  value: false
torchscript:
  desc: null
  value: false
torch_dtype:
  desc: null
  value: null
use_bfloat16:
  desc: null
  value: false
tf_legacy_loss:
  desc: null
  value: false
pruned_heads:
  desc: null
  value: {}
tie_word_embeddings:
  desc: null
  value: false
chunk_size_feed_forward:
  desc: null
  value: 0
is_encoder_decoder:
  desc: null
  value: false
is_decoder:
  desc: null
  value: false
cross_attention_hidden_size:
  desc: null
  value: null
add_cross_attention:
  desc: null
  value: false
tie_encoder_decoder:
  desc: null
  value: false
max_length:
  desc: null
  value: 1024
min_length:
  desc: null
  value: 0
do_sample:
  desc: null
  value: false
early_stopping:
  desc: null
  value: false
num_beams:
  desc: null
  value: 1
num_beam_groups:
  desc: null
  value: 1
diversity_penalty:
  desc: null
  value: 0.0
temperature:
  desc: null
  value: 1.0
top_k:
  desc: null
  value: 50
top_p:
  desc: null
  value: 1.0
typical_p:
  desc: null
  value: 1.0
repetition_penalty:
  desc: null
  value: 1.0
length_penalty:
  desc: null
  value: 1.0
no_repeat_ngram_size:
  desc: null
  value: 0
encoder_no_repeat_ngram_size:
  desc: null
  value: 0
bad_words_ids:
  desc: null
  value: null
num_return_sequences:
  desc: null
  value: 1
output_scores:
  desc: null
  value: false
return_dict_in_generate:
  desc: null
  value: false
forced_bos_token_id:
  desc: null
  value: null
forced_eos_token_id:
  desc: null
  value: null
remove_invalid_values:
  desc: null
  value: false
exponential_decay_length_penalty:
  desc: null
  value: null
suppress_tokens:
  desc: null
  value: null
begin_suppress_tokens:
  desc: null
  value: null
architectures:
  desc: null
  value:
  - MistralForCausalLM
finetuning_task:
  desc: null
  value: null
id2label:
  desc: null
  value:
    '0': LABEL_0
    '1': LABEL_1
label2id:
  desc: null
  value:
    LABEL_0: 0
    LABEL_1: 1
tokenizer_class:
  desc: null
  value: null
prefix:
  desc: null
  value: null
bos_token_id:
  desc: null
  value: 1
pad_token_id:
  desc: null
  value: null
eos_token_id:
  desc: null
  value: 2
sep_token_id:
  desc: null
  value: null
decoder_start_token_id:
  desc: null
  value: null
task_specific_params:
  desc: null
  value: null
problem_type:
  desc: null
  value: null
_name_or_path:
  desc: null
  value: sanchit-gandhi/distil-zephyr-1.5b-ssft-ultrachat
transformers_version:
  desc: null
  value: 4.40.1
model_type:
  desc: null
  value: mistral
output_dir:
  desc: null
  value: ./
overwrite_output_dir:
  desc: null
  value: false
do_train:
  desc: null
  value: false
do_eval:
  desc: null
  value: true
do_predict:
  desc: null
  value: false
evaluation_strategy:
  desc: null
  value: steps
prediction_loss_only:
  desc: null
  value: false
per_device_train_batch_size:
  desc: null
  value: 8
per_device_eval_batch_size:
  desc: null
  value: 8
per_gpu_train_batch_size:
  desc: null
  value: null
per_gpu_eval_batch_size:
  desc: null
  value: null
gradient_accumulation_steps:
  desc: null
  value: 2
eval_accumulation_steps:
  desc: null
  value: null
eval_delay:
  desc: null
  value: 0
learning_rate:
  desc: null
  value: 5.0e-07
weight_decay:
  desc: null
  value: 0.0
adam_beta1:
  desc: null
  value: 0.9
adam_beta2:
  desc: null
  value: 0.999
adam_epsilon:
  desc: null
  value: 1.0e-08
max_grad_norm:
  desc: null
  value: 1.0
num_train_epochs:
  desc: null
  value: 1
max_steps:
  desc: null
  value: -1
lr_scheduler_type:
  desc: null
  value: cosine
lr_scheduler_kwargs:
  desc: null
  value: {}
warmup_ratio:
  desc: null
  value: 0.1
warmup_steps:
  desc: null
  value: 0
log_level:
  desc: null
  value: info
log_level_replica:
  desc: null
  value: warning
log_on_each_node:
  desc: null
  value: true
logging_dir:
  desc: null
  value: ./runs/Apr26_15-48-43_ip-26-0-160-225
logging_strategy:
  desc: null
  value: steps
logging_first_step:
  desc: null
  value: true
logging_steps:
  desc: null
  value: 25
logging_nan_inf_filter:
  desc: null
  value: true
save_strategy:
  desc: null
  value: steps
save_steps:
  desc: null
  value: 100
save_total_limit:
  desc: null
  value: 1
save_safetensors:
  desc: null
  value: true
save_on_each_node:
  desc: null
  value: false
save_only_model:
  desc: null
  value: false
no_cuda:
  desc: null
  value: false
use_cpu:
  desc: null
  value: false
use_mps_device:
  desc: null
  value: false
seed:
  desc: null
  value: 42
data_seed:
  desc: null
  value: null
jit_mode_eval:
  desc: null
  value: false
use_ipex:
  desc: null
  value: false
bf16:
  desc: null
  value: true
fp16:
  desc: null
  value: false
fp16_opt_level:
  desc: null
  value: O1
half_precision_backend:
  desc: null
  value: auto
bf16_full_eval:
  desc: null
  value: false
fp16_full_eval:
  desc: null
  value: false
tf32:
  desc: null
  value: null
local_rank:
  desc: null
  value: 0
ddp_backend:
  desc: null
  value: null
tpu_num_cores:
  desc: null
  value: null
tpu_metrics_debug:
  desc: null
  value: false
debug:
  desc: null
  value: []
dataloader_drop_last:
  desc: null
  value: false
eval_steps:
  desc: null
  value: 100
dataloader_num_workers:
  desc: null
  value: 0
dataloader_prefetch_factor:
  desc: null
  value: null
past_index:
  desc: null
  value: -1
run_name:
  desc: null
  value: ./
disable_tqdm:
  desc: null
  value: false
remove_unused_columns:
  desc: null
  value: false
label_names:
  desc: null
  value: null
load_best_model_at_end:
  desc: null
  value: false
metric_for_best_model:
  desc: null
  value: null
greater_is_better:
  desc: null
  value: null
ignore_data_skip:
  desc: null
  value: false
fsdp:
  desc: null
  value: []
fsdp_min_num_params:
  desc: null
  value: 0
fsdp_config:
  desc: null
  value:
    min_num_params: 0
    xla: false
    xla_fsdp_v2: false
    xla_fsdp_grad_ckpt: false
fsdp_transformer_layer_cls_to_wrap:
  desc: null
  value: null
accelerator_config:
  desc: null
  value:
    split_batches: false
    dispatch_batches: null
    even_batches: true
    use_seedable_sampler: true
    gradient_accumulation_kwargs: null
deepspeed:
  desc: null
  value: null
label_smoothing_factor:
  desc: null
  value: 0.0
optim:
  desc: null
  value: adamw_torch
optim_args:
  desc: null
  value: null
adafactor:
  desc: null
  value: false
group_by_length:
  desc: null
  value: false
length_column_name:
  desc: null
  value: length
report_to:
  desc: null
  value:
  - tensorboard
  - wandb
ddp_find_unused_parameters:
  desc: null
  value: null
ddp_bucket_cap_mb:
  desc: null
  value: null
ddp_broadcast_buffers:
  desc: null
  value: null
dataloader_pin_memory:
  desc: null
  value: true
dataloader_persistent_workers:
  desc: null
  value: false
skip_memory_metrics:
  desc: null
  value: true
use_legacy_prediction_loop:
  desc: null
  value: false
push_to_hub:
  desc: null
  value: true
resume_from_checkpoint:
  desc: null
  value: null
hub_model_id:
  desc: null
  value: null
hub_strategy:
  desc: null
  value: every_save
hub_token:
  desc: null
  value: <HUB_TOKEN>
hub_private_repo:
  desc: null
  value: false
hub_always_push:
  desc: null
  value: false
gradient_checkpointing:
  desc: null
  value: true
gradient_checkpointing_kwargs:
  desc: null
  value:
    use_reentrant: false
include_inputs_for_metrics:
  desc: null
  value: false
eval_do_concat_batches:
  desc: null
  value: true
fp16_backend:
  desc: null
  value: auto
push_to_hub_model_id:
  desc: null
  value: null
push_to_hub_organization:
  desc: null
  value: null
push_to_hub_token:
  desc: null
  value: <PUSH_TO_HUB_TOKEN>
mp_parameters:
  desc: null
  value: ''
auto_find_batch_size:
  desc: null
  value: false
full_determinism:
  desc: null
  value: false
torchdynamo:
  desc: null
  value: null
ray_scope:
  desc: null
  value: last
ddp_timeout:
  desc: null
  value: 1800
torch_compile:
  desc: null
  value: false
torch_compile_backend:
  desc: null
  value: null
torch_compile_mode:
  desc: null
  value: null
dispatch_batches:
  desc: null
  value: null
split_batches:
  desc: null
  value: null
include_tokens_per_second:
  desc: null
  value: false
include_num_input_tokens_seen:
  desc: null
  value: false
neftune_noise_alpha:
  desc: null
  value: null
optim_target_modules:
  desc: null
  value: null
beta:
  desc: null
  value: 0.01
hub_model_revision:
  desc: null
  value: main
max_prompt_length:
  desc: null
  value: 512
loss_type:
  desc: null
  value: sigmoid