joseph10 commited on
Commit
d04451f
·
1 Parent(s): fa4b305

Training in progress, epoch 1

Browse files
logs/events.out.tfevents.1702225147.joseph_legion.22340.3 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:db32986a5694b7c0eb0a913c4ecbfbe70b9d4c3e73ea9f5993fbfe069a00b90e
3
- size 7381
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e6d9eea34b8a4face6c98d1efd971c43205df6b9edac0744637da562fcfd637
3
+ size 8215
logs/events.out.tfevents.1702225275.joseph_legion.22340.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bc3a57f7c1c7001719b0694856e99fab431dc976c343fabaf694d6f1af3e8938
3
+ size 4991
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1c88bec468c836aacf9a986561af1a8688f075e1b90ee35cf45c29a2966bdab1
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:222d24250e272dbb63e4de0855973b32ebff587ee8773176bfbdbfe3f0ffa276
3
  size 17549312
run-2/checkpoint-385/config.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "agvidit1/TinyBert-Berttoken-Toxigen-pretrain",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 128,
11
+ "id2label": {
12
+ "0": 0,
13
+ "1": 1
14
+ },
15
+ "initializer_range": 0.02,
16
+ "intermediate_size": 512,
17
+ "label2id": {
18
+ "0": 0,
19
+ "1": 1
20
+ },
21
+ "layer_norm_eps": 1e-12,
22
+ "max_position_embeddings": 512,
23
+ "model_type": "bert",
24
+ "num_attention_heads": 2,
25
+ "num_hidden_layers": 2,
26
+ "pad_token_id": 0,
27
+ "position_embedding_type": "absolute",
28
+ "problem_type": "single_label_classification",
29
+ "torch_dtype": "float32",
30
+ "transformers_version": "4.36.0.dev0",
31
+ "type_vocab_size": 2,
32
+ "use_cache": true,
33
+ "vocab_size": 30522
34
+ }
run-2/checkpoint-385/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a5a3db7bb9ddb27ae9a44173b6ddd5c337bcf0c793eaf5607e4880ca5cce4960
3
+ size 17549312
run-2/checkpoint-385/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:caeb7236761475f372530c697da1a3faa2a082560a7da34c21e377dc3d81cc16
3
+ size 35123898
run-2/checkpoint-385/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2de1659e53522973aa7c79c5ed754d27fcace1e246e65b9c807a28319a424b1a
3
+ size 14308
run-2/checkpoint-385/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:965895b290c1ee573b608fe068b4d8d4e4525a1d82e0f7736fef8837ef6d0b46
3
+ size 1064
run-2/checkpoint-385/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-385/tokenizer_config.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
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": true,
48
+ "mask_token": "[MASK]",
49
+ "model_max_length": 512,
50
+ "never_split": null,
51
+ "pad_token": "[PAD]",
52
+ "sep_token": "[SEP]",
53
+ "strip_accents": null,
54
+ "tokenize_chinese_chars": true,
55
+ "tokenizer_class": "DistilBertTokenizer",
56
+ "unk_token": "[UNK]"
57
+ }
run-2/checkpoint-385/trainer_state.json ADDED
@@ -0,0 +1,130 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.3621212121212121,
3
+ "best_model_checkpoint": "tinybert-toxigen-bothpretrained\\run-2\\checkpoint-55",
4
+ "epoch": 7.0,
5
+ "eval_steps": 500,
6
+ "global_step": 385,
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
+ "learning_rate": 1.5441792724155395e-05,
14
+ "loss": 0.036,
15
+ "step": 55
16
+ },
17
+ {
18
+ "epoch": 1.0,
19
+ "eval_accuracy": 0.3621212121212121,
20
+ "eval_loss": 0.035133831202983856,
21
+ "eval_runtime": 3.3771,
22
+ "eval_samples_per_second": 586.31,
23
+ "eval_steps_per_second": 4.738,
24
+ "step": 55
25
+ },
26
+ {
27
+ "epoch": 2.0,
28
+ "learning_rate": 1.286816060346283e-05,
29
+ "loss": 0.0354,
30
+ "step": 110
31
+ },
32
+ {
33
+ "epoch": 2.0,
34
+ "eval_accuracy": 0.3621212121212121,
35
+ "eval_loss": 0.0350903756916523,
36
+ "eval_runtime": 3.3705,
37
+ "eval_samples_per_second": 587.442,
38
+ "eval_steps_per_second": 4.747,
39
+ "step": 110
40
+ },
41
+ {
42
+ "epoch": 3.0,
43
+ "learning_rate": 1.0294528482770263e-05,
44
+ "loss": 0.0353,
45
+ "step": 165
46
+ },
47
+ {
48
+ "epoch": 3.0,
49
+ "eval_accuracy": 0.3621212121212121,
50
+ "eval_loss": 0.03502834588289261,
51
+ "eval_runtime": 3.355,
52
+ "eval_samples_per_second": 590.167,
53
+ "eval_steps_per_second": 4.769,
54
+ "step": 165
55
+ },
56
+ {
57
+ "epoch": 4.0,
58
+ "learning_rate": 7.720896362077698e-06,
59
+ "loss": 0.0353,
60
+ "step": 220
61
+ },
62
+ {
63
+ "epoch": 4.0,
64
+ "eval_accuracy": 0.3621212121212121,
65
+ "eval_loss": 0.035031162202358246,
66
+ "eval_runtime": 3.3196,
67
+ "eval_samples_per_second": 596.459,
68
+ "eval_steps_per_second": 4.82,
69
+ "step": 220
70
+ },
71
+ {
72
+ "epoch": 5.0,
73
+ "learning_rate": 5.1472642413851315e-06,
74
+ "loss": 0.0352,
75
+ "step": 275
76
+ },
77
+ {
78
+ "epoch": 5.0,
79
+ "eval_accuracy": 0.3621212121212121,
80
+ "eval_loss": 0.03497819975018501,
81
+ "eval_runtime": 3.3426,
82
+ "eval_samples_per_second": 592.36,
83
+ "eval_steps_per_second": 4.787,
84
+ "step": 275
85
+ },
86
+ {
87
+ "epoch": 6.0,
88
+ "learning_rate": 2.5736321206925658e-06,
89
+ "loss": 0.0352,
90
+ "step": 330
91
+ },
92
+ {
93
+ "epoch": 6.0,
94
+ "eval_accuracy": 0.3621212121212121,
95
+ "eval_loss": 0.03496537730097771,
96
+ "eval_runtime": 3.3354,
97
+ "eval_samples_per_second": 593.638,
98
+ "eval_steps_per_second": 4.797,
99
+ "step": 330
100
+ },
101
+ {
102
+ "epoch": 7.0,
103
+ "learning_rate": 0.0,
104
+ "loss": 0.0353,
105
+ "step": 385
106
+ },
107
+ {
108
+ "epoch": 7.0,
109
+ "eval_accuracy": 0.3621212121212121,
110
+ "eval_loss": 0.034974899142980576,
111
+ "eval_runtime": 3.3525,
112
+ "eval_samples_per_second": 590.606,
113
+ "eval_steps_per_second": 4.773,
114
+ "step": 385
115
+ }
116
+ ],
117
+ "logging_steps": 500,
118
+ "max_steps": 385,
119
+ "num_input_tokens_seen": 0,
120
+ "num_train_epochs": 7,
121
+ "save_steps": 500,
122
+ "total_flos": 5884067175000.0,
123
+ "trial_name": null,
124
+ "trial_params": {
125
+ "alpha": 0.04724864888100444,
126
+ "learning_rate": 1.801542484484796e-05,
127
+ "num_train_epochs": 7,
128
+ "temperature": 8
129
+ }
130
+ }
run-2/checkpoint-385/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3665af9c3c019c7a654a9c71965a2fc9fda3a71cd4b9490a09ae818e2cde0bb0
3
+ size 4792
run-2/checkpoint-385/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-3/checkpoint-55/config.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "agvidit1/TinyBert-Berttoken-Toxigen-pretrain",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 128,
11
+ "id2label": {
12
+ "0": 0,
13
+ "1": 1
14
+ },
15
+ "initializer_range": 0.02,
16
+ "intermediate_size": 512,
17
+ "label2id": {
18
+ "0": 0,
19
+ "1": 1
20
+ },
21
+ "layer_norm_eps": 1e-12,
22
+ "max_position_embeddings": 512,
23
+ "model_type": "bert",
24
+ "num_attention_heads": 2,
25
+ "num_hidden_layers": 2,
26
+ "pad_token_id": 0,
27
+ "position_embedding_type": "absolute",
28
+ "problem_type": "single_label_classification",
29
+ "torch_dtype": "float32",
30
+ "transformers_version": "4.36.0.dev0",
31
+ "type_vocab_size": 2,
32
+ "use_cache": true,
33
+ "vocab_size": 30522
34
+ }
run-3/checkpoint-55/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:222d24250e272dbb63e4de0855973b32ebff587ee8773176bfbdbfe3f0ffa276
3
+ size 17549312
run-3/checkpoint-55/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a819907007e2c4441ac222d2334a3c90f263052fd4a4020ca5fda2a283dbfbc4
3
+ size 35123898
run-3/checkpoint-55/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c9684c683f536a580a60f9875e5f0c89c28c0f0b16080832ddf6bf0362cbd5e4
3
+ size 14308
run-3/checkpoint-55/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:25138cc41c41d789ac4e5cb2fc066e24fbc477e6c6de5792055b9b095d7bbe40
3
+ size 1064
run-3/checkpoint-55/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-55/tokenizer_config.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
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": true,
48
+ "mask_token": "[MASK]",
49
+ "model_max_length": 512,
50
+ "never_split": null,
51
+ "pad_token": "[PAD]",
52
+ "sep_token": "[SEP]",
53
+ "strip_accents": null,
54
+ "tokenize_chinese_chars": true,
55
+ "tokenizer_class": "DistilBertTokenizer",
56
+ "unk_token": "[UNK]"
57
+ }
run-3/checkpoint-55/trainer_state.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.6378787878787879,
3
+ "best_model_checkpoint": "tinybert-toxigen-bothpretrained\\run-3\\checkpoint-55",
4
+ "epoch": 1.0,
5
+ "eval_steps": 500,
6
+ "global_step": 55,
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
+ "learning_rate": 1.4720964669022145e-05,
14
+ "loss": 0.3636,
15
+ "step": 55
16
+ },
17
+ {
18
+ "epoch": 1.0,
19
+ "eval_accuracy": 0.6378787878787879,
20
+ "eval_loss": 0.3626602292060852,
21
+ "eval_runtime": 3.3658,
22
+ "eval_samples_per_second": 588.264,
23
+ "eval_steps_per_second": 4.754,
24
+ "step": 55
25
+ }
26
+ ],
27
+ "logging_steps": 500,
28
+ "max_steps": 385,
29
+ "num_input_tokens_seen": 0,
30
+ "num_train_epochs": 7,
31
+ "save_steps": 500,
32
+ "total_flos": 847072419720.0,
33
+ "trial_name": null,
34
+ "trial_params": {
35
+ "alpha": 0.524441928071262,
36
+ "learning_rate": 1.7174458780525836e-05,
37
+ "num_train_epochs": 7,
38
+ "temperature": 11
39
+ }
40
+ }
run-3/checkpoint-55/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:beba1d8158ddcd8ff24d11a4333407e6a3952372b86d4bccb40918afb846f7c7
3
+ size 4792
run-3/checkpoint-55/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3665af9c3c019c7a654a9c71965a2fc9fda3a71cd4b9490a09ae818e2cde0bb0
3
  size 4792
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:beba1d8158ddcd8ff24d11a4333407e6a3952372b86d4bccb40918afb846f7c7
3
  size 4792