sibstrider commited on
Commit
0829b32
1 Parent(s): 2ca3c1d

Training in progress, epoch 1

Browse files
Files changed (37) hide show
  1. model.safetensors +1 -1
  2. run-2/checkpoint-1650/model.safetensors +1 -1
  3. run-2/checkpoint-1650/optimizer.pt +1 -1
  4. run-2/checkpoint-1650/rng_state.pth +1 -1
  5. run-2/checkpoint-1650/scheduler.pt +1 -1
  6. run-2/checkpoint-1650/training_args.bin +1 -1
  7. run-2/checkpoint-2200/model.safetensors +1 -1
  8. run-2/checkpoint-2200/optimizer.pt +1 -1
  9. run-2/checkpoint-2200/rng_state.pth +1 -1
  10. run-2/checkpoint-2200/scheduler.pt +1 -1
  11. run-2/checkpoint-2200/trainer_state.json +36 -36
  12. run-2/checkpoint-2200/training_args.bin +1 -1
  13. run-2/checkpoint-2750/config.json +54 -0
  14. run-2/checkpoint-2750/model.safetensors +3 -0
  15. run-2/checkpoint-2750/optimizer.pt +3 -0
  16. run-2/checkpoint-2750/rng_state.pth +3 -0
  17. run-2/checkpoint-2750/scheduler.pt +3 -0
  18. run-2/checkpoint-2750/special_tokens_map.json +37 -0
  19. run-2/checkpoint-2750/tokenizer.json +0 -0
  20. run-2/checkpoint-2750/tokenizer_config.json +64 -0
  21. run-2/checkpoint-2750/trainer_state.json +101 -0
  22. run-2/checkpoint-2750/training_args.bin +3 -0
  23. run-2/checkpoint-2750/vocab.txt +0 -0
  24. run-3/checkpoint-69/config.json +54 -0
  25. run-3/checkpoint-69/model.safetensors +3 -0
  26. run-3/checkpoint-69/optimizer.pt +3 -0
  27. run-3/checkpoint-69/rng_state.pth +3 -0
  28. run-3/checkpoint-69/scheduler.pt +3 -0
  29. run-3/checkpoint-69/special_tokens_map.json +37 -0
  30. run-3/checkpoint-69/tokenizer.json +0 -0
  31. run-3/checkpoint-69/tokenizer_config.json +64 -0
  32. run-3/checkpoint-69/trainer_state.json +35 -0
  33. run-3/checkpoint-69/training_args.bin +3 -0
  34. run-3/checkpoint-69/vocab.txt +0 -0
  35. runs/Jan15_00-51-52_DESKTOP-RFEED41/events.out.tfevents.1705269786.DESKTOP-RFEED41.20976.18 +2 -2
  36. runs/Jan15_00-51-52_DESKTOP-RFEED41/events.out.tfevents.1705270920.DESKTOP-RFEED41.20976.19 +3 -0
  37. training_args.bin +1 -1
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c2ced358dc3bc4605895c8027d988748fb8764af9b57b5edaad008d467ac9df5
3
  size 116795404
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e07293b8550ee61957df28bd5ea64e3824bc8a30e5bba08b6a8ea37a6e9f8ac4
3
  size 116795404
run-2/checkpoint-1650/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:61e4ef8b613bd9e8406b4299b39501e74183f4c10216f270ffc5132b266f9de0
3
  size 116795404
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cf8e53006451443602529b914ad65cc2d8141f14fe898e01621438a0858ea33c
3
  size 116795404
run-2/checkpoint-1650/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:edc643b65e1c130010b557f77d4aa61cedf22c95031e145f9b43ac3580e01ac6
3
  size 233621882
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9b128d5b28ae98a1f34f6ab3388ea827025ded295009af8a2572da4aa6571b30
3
  size 233621882
run-2/checkpoint-1650/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:efb3dc6ac4feaa2d1d05555f8526858b7bbcac5eda5d3792a095eb02d9bf8b2f
3
  size 13990
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e117001ef5952de6414d089b2d6168619aebb9f96cdd4c1cdd3e564778e4d3b4
3
  size 13990
run-2/checkpoint-1650/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7b8a15e279fe39adb7b5562785c8e59791bb81b6b3ecbc62376d41922810b8bd
3
  size 1064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ec2086a234a5f0f925816dade0ec0a19c8f075175af5bac7c2840a84aec030d4
3
  size 1064
run-2/checkpoint-1650/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:24844b54c4e4c2ebe3c69bc8bd3a5158a5ee05c4aebe057006cf6ebf084d9bab
3
  size 4728
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6bf6249fcaffd3bf1a6e41efb7044edf4d8222cdd0729549fa8f87e1c5b20556
3
  size 4728
run-2/checkpoint-2200/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8d263e1e80ba448eb1b1f39c55b66c7452b73cfc20e976747dee6abe1dd66960
3
  size 116795404
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4886a8ef0bfa4d8fda4bc6668e85c25f89215e12bdb7dc3cdc97a16b9ea30510
3
  size 116795404
run-2/checkpoint-2200/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7c635c0de1fcfa90a05c0f753298e5912e5c9d74e88eb89ca53d415d4ad30f8d
3
  size 233621882
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4eda25768d8b5ea418efd3a40cb31a8978519da75d7ea427320f134614d54a01
3
  size 233621882
run-2/checkpoint-2200/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4f72fc0f61abbc2db662d57ab9e91e827cf6f9beefe315a19b395e3d16254ca1
3
  size 13990
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b1a55bf44755c4d82fa8d2c08dc259becb4a18d612163f5b5631aaf7fdb0b065
3
  size 13990
run-2/checkpoint-2200/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:430d51ce4ae3d85dc692d3578bef2a7f5451a4a681cb37a4971f05544ecc06bc
3
  size 1064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:41922631416aa123a0fab067078b29c971a18c4c71d52b12c055d632683ba82e
3
  size 1064
run-2/checkpoint-2200/trainer_state.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
- "best_metric": 0.8734693877551021,
3
- "best_model_checkpoint": "rubert-tiny2-finetuned-classification\\run-2\\checkpoint-1650",
4
  "epoch": 4.0,
5
  "eval_steps": 500,
6
  "global_step": 2200,
@@ -10,77 +10,77 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.91,
13
- "learning_rate": 1.5039435145104783e-05,
14
- "loss": 1.8268,
15
  "step": 500
16
  },
17
  {
18
  "epoch": 1.0,
19
- "eval_accuracy": 0.7224489795918367,
20
- "eval_loss": 1.1639864444732666,
21
- "eval_runtime": 1.3165,
22
- "eval_samples_per_second": 186.096,
23
- "eval_steps_per_second": 12.153,
24
  "step": 550
25
  },
26
  {
27
  "epoch": 1.82,
28
- "learning_rate": 1.0616071867132787e-05,
29
- "loss": 1.0445,
30
  "step": 1000
31
  },
32
  {
33
  "epoch": 2.0,
34
- "eval_accuracy": 0.8571428571428571,
35
- "eval_loss": 0.730604887008667,
36
- "eval_runtime": 1.103,
37
- "eval_samples_per_second": 222.131,
38
- "eval_steps_per_second": 14.507,
39
  "step": 1100
40
  },
41
  {
42
  "epoch": 2.73,
43
- "learning_rate": 6.192708589160794e-06,
44
- "loss": 0.7493,
45
  "step": 1500
46
  },
47
  {
48
  "epoch": 3.0,
49
- "eval_accuracy": 0.8734693877551021,
50
- "eval_loss": 0.5868724584579468,
51
- "eval_runtime": 1.1252,
52
- "eval_samples_per_second": 217.733,
53
- "eval_steps_per_second": 14.219,
54
  "step": 1650
55
  },
56
  {
57
  "epoch": 3.64,
58
- "learning_rate": 1.7693453111887982e-06,
59
- "loss": 0.5909,
60
  "step": 2000
61
  },
62
  {
63
  "epoch": 4.0,
64
- "eval_accuracy": 0.8693877551020408,
65
- "eval_loss": 0.5535635352134705,
66
- "eval_runtime": 1.079,
67
- "eval_samples_per_second": 227.063,
68
- "eval_steps_per_second": 14.829,
69
  "step": 2200
70
  }
71
  ],
72
  "logging_steps": 500,
73
- "max_steps": 2200,
74
  "num_input_tokens_seen": 0,
75
- "num_train_epochs": 4,
76
  "save_steps": 500,
77
- "total_flos": 3892671035400.0,
78
  "train_batch_size": 4,
79
  "trial_name": null,
80
  "trial_params": {
81
- "learning_rate": 1.946279842307678e-05,
82
- "num_train_epochs": 4,
83
  "per_device_train_batch_size": 4,
84
- "seed": 23
85
  }
86
  }
 
1
  {
2
+ "best_metric": 0.8163265306122449,
3
+ "best_model_checkpoint": "rubert-tiny2-finetuned-classification\\run-2\\checkpoint-2200",
4
  "epoch": 4.0,
5
  "eval_steps": 500,
6
  "global_step": 2200,
 
10
  "log_history": [
11
  {
12
  "epoch": 0.91,
13
+ "learning_rate": 7.123150895957912e-06,
14
+ "loss": 2.1151,
15
  "step": 500
16
  },
17
  {
18
  "epoch": 1.0,
19
+ "eval_accuracy": 0.6326530612244898,
20
+ "eval_loss": 1.7264677286148071,
21
+ "eval_runtime": 1.125,
22
+ "eval_samples_per_second": 217.778,
23
+ "eval_steps_per_second": 14.222,
24
  "step": 550
25
  },
26
  {
27
  "epoch": 1.82,
28
+ "learning_rate": 5.540228474633931e-06,
29
+ "loss": 1.5823,
30
  "step": 1000
31
  },
32
  {
33
  "epoch": 2.0,
34
+ "eval_accuracy": 0.7755102040816326,
35
+ "eval_loss": 1.2948896884918213,
36
+ "eval_runtime": 1.575,
37
+ "eval_samples_per_second": 155.555,
38
+ "eval_steps_per_second": 10.159,
39
  "step": 1100
40
  },
41
  {
42
  "epoch": 2.73,
43
+ "learning_rate": 3.9573060533099506e-06,
44
+ "loss": 1.2756,
45
  "step": 1500
46
  },
47
  {
48
  "epoch": 3.0,
49
+ "eval_accuracy": 0.8,
50
+ "eval_loss": 1.0647388696670532,
51
+ "eval_runtime": 2.6287,
52
+ "eval_samples_per_second": 93.202,
53
+ "eval_steps_per_second": 6.087,
54
  "step": 1650
55
  },
56
  {
57
  "epoch": 3.64,
58
+ "learning_rate": 2.37438363198597e-06,
59
+ "loss": 1.0916,
60
  "step": 2000
61
  },
62
  {
63
  "epoch": 4.0,
64
+ "eval_accuracy": 0.8163265306122449,
65
+ "eval_loss": 0.9502941966056824,
66
+ "eval_runtime": 1.215,
67
+ "eval_samples_per_second": 201.646,
68
+ "eval_steps_per_second": 13.169,
69
  "step": 2200
70
  }
71
  ],
72
  "logging_steps": 500,
73
+ "max_steps": 2750,
74
  "num_input_tokens_seen": 0,
75
+ "num_train_epochs": 5,
76
  "save_steps": 500,
77
+ "total_flos": 3864466200000.0,
78
  "train_batch_size": 4,
79
  "trial_name": null,
80
  "trial_params": {
81
+ "learning_rate": 8.706073317281892e-06,
82
+ "num_train_epochs": 5,
83
  "per_device_train_batch_size": 4,
84
+ "seed": 1
85
  }
86
  }
run-2/checkpoint-2200/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:24844b54c4e4c2ebe3c69bc8bd3a5158a5ee05c4aebe057006cf6ebf084d9bab
3
  size 4728
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6bf6249fcaffd3bf1a6e41efb7044edf4d8222cdd0729549fa8f87e1c5b20556
3
  size 4728
run-2/checkpoint-2750/config.json ADDED
@@ -0,0 +1,54 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "cointegrated/rubert-tiny2",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "emb_size": 312,
9
+ "gradient_checkpointing": false,
10
+ "hidden_act": "gelu",
11
+ "hidden_dropout_prob": 0.1,
12
+ "hidden_size": 312,
13
+ "id2label": {
14
+ "0": "LABEL_0",
15
+ "1": "LABEL_1",
16
+ "2": "LABEL_2",
17
+ "3": "LABEL_3",
18
+ "4": "LABEL_4",
19
+ "5": "LABEL_5",
20
+ "6": "LABEL_6",
21
+ "7": "LABEL_7",
22
+ "8": "LABEL_8",
23
+ "9": "LABEL_9",
24
+ "10": "LABEL_10"
25
+ },
26
+ "initializer_range": 0.02,
27
+ "intermediate_size": 600,
28
+ "label2id": {
29
+ "LABEL_0": 0,
30
+ "LABEL_1": 1,
31
+ "LABEL_10": 10,
32
+ "LABEL_2": 2,
33
+ "LABEL_3": 3,
34
+ "LABEL_4": 4,
35
+ "LABEL_5": 5,
36
+ "LABEL_6": 6,
37
+ "LABEL_7": 7,
38
+ "LABEL_8": 8,
39
+ "LABEL_9": 9
40
+ },
41
+ "layer_norm_eps": 1e-12,
42
+ "max_position_embeddings": 2048,
43
+ "model_type": "bert",
44
+ "num_attention_heads": 12,
45
+ "num_hidden_layers": 3,
46
+ "pad_token_id": 0,
47
+ "position_embedding_type": "absolute",
48
+ "problem_type": "single_label_classification",
49
+ "torch_dtype": "float32",
50
+ "transformers_version": "4.36.2",
51
+ "type_vocab_size": 2,
52
+ "use_cache": true,
53
+ "vocab_size": 83828
54
+ }
run-2/checkpoint-2750/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3d74ae96e9083228430d06262059bbc20f3914b807bb3f15ef01508e308e2dac
3
+ size 116795404
run-2/checkpoint-2750/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3ecab0126c9f37abcb558a3f30fce3e080cd880e35aa569056b62b2d88dac380
3
+ size 233621882
run-2/checkpoint-2750/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b55bbb8627c758bfbd2b90b33f7cfa0f353925e23f30d3b3a7619cbb9665c11f
3
+ size 13990
run-2/checkpoint-2750/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6982af2571d2be085061534f83b036a604ef20cdc463ad82de235b5b0381e206
3
+ size 1064
run-2/checkpoint-2750/special_tokens_map.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": {
3
+ "content": "[CLS]",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "mask_token": {
10
+ "content": "[MASK]",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "[PAD]",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "sep_token": {
24
+ "content": "[SEP]",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "unk_token": {
31
+ "content": "[UNK]",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ }
37
+ }
run-2/checkpoint-2750/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-2/checkpoint-2750/tokenizer_config.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "4": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": true,
45
+ "cls_token": "[CLS]",
46
+ "do_basic_tokenize": true,
47
+ "do_lower_case": false,
48
+ "mask_token": "[MASK]",
49
+ "max_length": 512,
50
+ "model_max_length": 2048,
51
+ "never_split": null,
52
+ "pad_to_multiple_of": null,
53
+ "pad_token": "[PAD]",
54
+ "pad_token_type_id": 0,
55
+ "padding_side": "right",
56
+ "sep_token": "[SEP]",
57
+ "stride": 0,
58
+ "strip_accents": null,
59
+ "tokenize_chinese_chars": true,
60
+ "tokenizer_class": "BertTokenizer",
61
+ "truncation_side": "right",
62
+ "truncation_strategy": "longest_first",
63
+ "unk_token": "[UNK]"
64
+ }
run-2/checkpoint-2750/trainer_state.json ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8244897959183674,
3
+ "best_model_checkpoint": "rubert-tiny2-finetuned-classification\\run-2\\checkpoint-2750",
4
+ "epoch": 5.0,
5
+ "eval_steps": 500,
6
+ "global_step": 2750,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.91,
13
+ "learning_rate": 7.123150895957912e-06,
14
+ "loss": 2.1151,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 1.0,
19
+ "eval_accuracy": 0.6326530612244898,
20
+ "eval_loss": 1.7264677286148071,
21
+ "eval_runtime": 1.125,
22
+ "eval_samples_per_second": 217.778,
23
+ "eval_steps_per_second": 14.222,
24
+ "step": 550
25
+ },
26
+ {
27
+ "epoch": 1.82,
28
+ "learning_rate": 5.540228474633931e-06,
29
+ "loss": 1.5823,
30
+ "step": 1000
31
+ },
32
+ {
33
+ "epoch": 2.0,
34
+ "eval_accuracy": 0.7755102040816326,
35
+ "eval_loss": 1.2948896884918213,
36
+ "eval_runtime": 1.575,
37
+ "eval_samples_per_second": 155.555,
38
+ "eval_steps_per_second": 10.159,
39
+ "step": 1100
40
+ },
41
+ {
42
+ "epoch": 2.73,
43
+ "learning_rate": 3.9573060533099506e-06,
44
+ "loss": 1.2756,
45
+ "step": 1500
46
+ },
47
+ {
48
+ "epoch": 3.0,
49
+ "eval_accuracy": 0.8,
50
+ "eval_loss": 1.0647388696670532,
51
+ "eval_runtime": 2.6287,
52
+ "eval_samples_per_second": 93.202,
53
+ "eval_steps_per_second": 6.087,
54
+ "step": 1650
55
+ },
56
+ {
57
+ "epoch": 3.64,
58
+ "learning_rate": 2.37438363198597e-06,
59
+ "loss": 1.0916,
60
+ "step": 2000
61
+ },
62
+ {
63
+ "epoch": 4.0,
64
+ "eval_accuracy": 0.8163265306122449,
65
+ "eval_loss": 0.9502941966056824,
66
+ "eval_runtime": 1.215,
67
+ "eval_samples_per_second": 201.646,
68
+ "eval_steps_per_second": 13.169,
69
+ "step": 2200
70
+ },
71
+ {
72
+ "epoch": 4.55,
73
+ "learning_rate": 7.914612106619902e-07,
74
+ "loss": 0.9936,
75
+ "step": 2500
76
+ },
77
+ {
78
+ "epoch": 5.0,
79
+ "eval_accuracy": 0.8244897959183674,
80
+ "eval_loss": 0.9156307578086853,
81
+ "eval_runtime": 1.564,
82
+ "eval_samples_per_second": 156.65,
83
+ "eval_steps_per_second": 10.23,
84
+ "step": 2750
85
+ }
86
+ ],
87
+ "logging_steps": 500,
88
+ "max_steps": 2750,
89
+ "num_input_tokens_seen": 0,
90
+ "num_train_epochs": 5,
91
+ "save_steps": 500,
92
+ "total_flos": 4825160961600.0,
93
+ "train_batch_size": 4,
94
+ "trial_name": null,
95
+ "trial_params": {
96
+ "learning_rate": 8.706073317281892e-06,
97
+ "num_train_epochs": 5,
98
+ "per_device_train_batch_size": 4,
99
+ "seed": 1
100
+ }
101
+ }
run-2/checkpoint-2750/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6bf6249fcaffd3bf1a6e41efb7044edf4d8222cdd0729549fa8f87e1c5b20556
3
+ size 4728
run-2/checkpoint-2750/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-3/checkpoint-69/config.json ADDED
@@ -0,0 +1,54 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "cointegrated/rubert-tiny2",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "emb_size": 312,
9
+ "gradient_checkpointing": false,
10
+ "hidden_act": "gelu",
11
+ "hidden_dropout_prob": 0.1,
12
+ "hidden_size": 312,
13
+ "id2label": {
14
+ "0": "LABEL_0",
15
+ "1": "LABEL_1",
16
+ "2": "LABEL_2",
17
+ "3": "LABEL_3",
18
+ "4": "LABEL_4",
19
+ "5": "LABEL_5",
20
+ "6": "LABEL_6",
21
+ "7": "LABEL_7",
22
+ "8": "LABEL_8",
23
+ "9": "LABEL_9",
24
+ "10": "LABEL_10"
25
+ },
26
+ "initializer_range": 0.02,
27
+ "intermediate_size": 600,
28
+ "label2id": {
29
+ "LABEL_0": 0,
30
+ "LABEL_1": 1,
31
+ "LABEL_10": 10,
32
+ "LABEL_2": 2,
33
+ "LABEL_3": 3,
34
+ "LABEL_4": 4,
35
+ "LABEL_5": 5,
36
+ "LABEL_6": 6,
37
+ "LABEL_7": 7,
38
+ "LABEL_8": 8,
39
+ "LABEL_9": 9
40
+ },
41
+ "layer_norm_eps": 1e-12,
42
+ "max_position_embeddings": 2048,
43
+ "model_type": "bert",
44
+ "num_attention_heads": 12,
45
+ "num_hidden_layers": 3,
46
+ "pad_token_id": 0,
47
+ "position_embedding_type": "absolute",
48
+ "problem_type": "single_label_classification",
49
+ "torch_dtype": "float32",
50
+ "transformers_version": "4.36.2",
51
+ "type_vocab_size": 2,
52
+ "use_cache": true,
53
+ "vocab_size": 83828
54
+ }
run-3/checkpoint-69/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e07293b8550ee61957df28bd5ea64e3824bc8a30e5bba08b6a8ea37a6e9f8ac4
3
+ size 116795404
run-3/checkpoint-69/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a47fb6745cd3b3d6006ff369a4f7e5585dcf445ddc4dfb8586f4c6429c59e2f6
3
+ size 233621882
run-3/checkpoint-69/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1abead86d00b70119210512fa60b1c02a81616c40d0f772d753fa9c4790cd5cf
3
+ size 13990
run-3/checkpoint-69/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d423447796aba602e95cfb9a6f1258c79019aea6508d73460d164c1a4e1420e0
3
+ size 1064
run-3/checkpoint-69/special_tokens_map.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": {
3
+ "content": "[CLS]",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "mask_token": {
10
+ "content": "[MASK]",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "[PAD]",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "sep_token": {
24
+ "content": "[SEP]",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "unk_token": {
31
+ "content": "[UNK]",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ }
37
+ }
run-3/checkpoint-69/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-3/checkpoint-69/tokenizer_config.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "4": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": true,
45
+ "cls_token": "[CLS]",
46
+ "do_basic_tokenize": true,
47
+ "do_lower_case": false,
48
+ "mask_token": "[MASK]",
49
+ "max_length": 512,
50
+ "model_max_length": 2048,
51
+ "never_split": null,
52
+ "pad_to_multiple_of": null,
53
+ "pad_token": "[PAD]",
54
+ "pad_token_type_id": 0,
55
+ "padding_side": "right",
56
+ "sep_token": "[SEP]",
57
+ "stride": 0,
58
+ "strip_accents": null,
59
+ "tokenize_chinese_chars": true,
60
+ "tokenizer_class": "BertTokenizer",
61
+ "truncation_side": "right",
62
+ "truncation_strategy": "longest_first",
63
+ "unk_token": "[UNK]"
64
+ }
run-3/checkpoint-69/trainer_state.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.5306122448979592,
3
+ "best_model_checkpoint": "rubert-tiny2-finetuned-classification\\run-3\\checkpoint-69",
4
+ "epoch": 1.0,
5
+ "eval_steps": 500,
6
+ "global_step": 69,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "eval_accuracy": 0.5306122448979592,
14
+ "eval_loss": 1.82464599609375,
15
+ "eval_runtime": 1.207,
16
+ "eval_samples_per_second": 202.983,
17
+ "eval_steps_per_second": 13.256,
18
+ "step": 69
19
+ }
20
+ ],
21
+ "logging_steps": 500,
22
+ "max_steps": 138,
23
+ "num_input_tokens_seen": 0,
24
+ "num_train_epochs": 2,
25
+ "save_steps": 500,
26
+ "total_flos": 0,
27
+ "train_batch_size": 32,
28
+ "trial_name": null,
29
+ "trial_params": {
30
+ "learning_rate": 4.261436385170268e-05,
31
+ "num_train_epochs": 2,
32
+ "per_device_train_batch_size": 32,
33
+ "seed": 19
34
+ }
35
+ }
run-3/checkpoint-69/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:de7dfb12ae78b2a3a5a3bdb07396295b69e9f91585b8680920fa4eacf5f3c08f
3
+ size 4728
run-3/checkpoint-69/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
runs/Jan15_00-51-52_DESKTOP-RFEED41/events.out.tfevents.1705269786.DESKTOP-RFEED41.20976.18 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:335d341f4f46113a5629ed21e06e5ea529e9c101dd7cacbc2d2cd91116247770
3
- size 6390
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5c0b41d4be757b109a27575788a0e87ad68f3496d586c027a3496cb801164d04
3
+ size 7704
runs/Jan15_00-51-52_DESKTOP-RFEED41/events.out.tfevents.1705270920.DESKTOP-RFEED41.20976.19 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7d7c2e12c97bbbe4bc463fb07d29188015d2b79836cf0f52c8d6c5410d3193a9
3
+ size 5946
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6bf6249fcaffd3bf1a6e41efb7044edf4d8222cdd0729549fa8f87e1c5b20556
3
  size 4728
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:de7dfb12ae78b2a3a5a3bdb07396295b69e9f91585b8680920fa4eacf5f3c08f
3
  size 4728