joseph10 commited on
Commit
bc75573
1 Parent(s): 1431245

Training in progress, epoch 3

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:e630ebb1d7a0624228521658435a54265c74ba1cffe065a8936e659359f13b51
3
- size 5461
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5ee4b405c2cddc09b8471e7b0b586fcef6a2b38719425abd8998df6cb11a73e6
3
+ size 5941
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8688b7ea35535b83b163f8ab7ac62319f7bca841eded6eec729e7edbda56efb3
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eec837407d278204522cefb0e13d1bf0144aea629230301824fd8d75c815ba7a
3
  size 17549312
run-2/checkpoint-165/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-165/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eec837407d278204522cefb0e13d1bf0144aea629230301824fd8d75c815ba7a
3
+ size 17549312
run-2/checkpoint-165/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9d160bd08e8fd631cc0921033c5a2b57cdb887100078116ad1bb791339868d15
3
+ size 35123898
run-2/checkpoint-165/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:54ef8354889bdc155d6655d573b67a207c3fe92e6c8c8a589ed2558c3ca5645e
3
+ size 14308
run-2/checkpoint-165/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b51679babf6ed5c7781f5c91baca7533e8424538bf85e3ac023a603cd93bb96b
3
+ size 1064
run-2/checkpoint-165/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-165/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-165/trainer_state.json ADDED
@@ -0,0 +1,70 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.3621212121212121,
3
+ "best_model_checkpoint": "tinybert-toxigen-bothpretrained\\run-2\\checkpoint-55",
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 165,
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
+ "logging_steps": 500,
58
+ "max_steps": 385,
59
+ "num_input_tokens_seen": 0,
60
+ "num_train_epochs": 7,
61
+ "save_steps": 500,
62
+ "total_flos": 2524547079600.0,
63
+ "trial_name": null,
64
+ "trial_params": {
65
+ "alpha": 0.04724864888100444,
66
+ "learning_rate": 1.801542484484796e-05,
67
+ "num_train_epochs": 7,
68
+ "temperature": 8
69
+ }
70
+ }
run-2/checkpoint-165/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-165/vocab.txt ADDED
The diff for this file is too large to render. See raw diff