joseph10 commited on
Commit
004f674
1 Parent(s): 1a069aa

Training in progress, epoch 5

Browse files
logs/events.out.tfevents.1702166110.joseph_legion.21448.6 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5c4b27ac54c966aba843108a719fcc01bc26e460286922ba4fd2b5ec0e712bcf
3
- size 6376
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1f9f1f64b55773a4d988fd43ca0885a9d1d4e19ef14d419ec66d29cbb5052869
3
+ size 6856
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bc2abce79f121186551e81577bc4e62d565eee50e1d00458fcb7f12aaaa76e6f
3
  size 267838720
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2547d5c66457fe469db44e53cfe295f11dba3b58bfe2ddcf829779d0d80b2d0d
3
  size 267838720
run-5/checkpoint-2395/config.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "agvidit1/DistilledBert_HateSpeech_pretrain",
3
+ "activation": "gelu",
4
+ "architectures": [
5
+ "DistilBertForSequenceClassification"
6
+ ],
7
+ "attention_dropout": 0.1,
8
+ "dim": 768,
9
+ "dropout": 0.1,
10
+ "hidden_dim": 3072,
11
+ "id2label": {
12
+ "0": 0,
13
+ "1": 1,
14
+ "2": 2,
15
+ "3": 3
16
+ },
17
+ "initializer_range": 0.02,
18
+ "label2id": {
19
+ "0": 0,
20
+ "1": 1,
21
+ "2": 2,
22
+ "3": 3
23
+ },
24
+ "max_position_embeddings": 512,
25
+ "model_type": "distilbert",
26
+ "n_heads": 12,
27
+ "n_layers": 6,
28
+ "pad_token_id": 0,
29
+ "problem_type": "single_label_classification",
30
+ "qa_dropout": 0.1,
31
+ "seq_classif_dropout": 0.2,
32
+ "sinusoidal_pos_embds": false,
33
+ "tie_weights_": true,
34
+ "torch_dtype": "float32",
35
+ "transformers_version": "4.36.0.dev0",
36
+ "vocab_size": 30522
37
+ }
run-5/checkpoint-2395/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2547d5c66457fe469db44e53cfe295f11dba3b58bfe2ddcf829779d0d80b2d0d
3
+ size 267838720
run-5/checkpoint-2395/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ee9f03b277c1beb4b3c1078bfff51fdd9d6ed265c22ce11b95364821b537a42d
3
+ size 535739578
run-5/checkpoint-2395/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5f67dc3384c4c3ac05b083cd11fe1e115282f847709bd7d9c29ce5ed3d24d5b5
3
+ size 14308
run-5/checkpoint-2395/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e1c3ccbe13c32fcefcf21d550b449102de06aca2ec7983375fecf5930546dfbe
3
+ size 1064
run-5/checkpoint-2395/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-5/checkpoint-2395/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-5/checkpoint-2395/trainer_state.json ADDED
@@ -0,0 +1,102 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8738574040219378,
3
+ "best_model_checkpoint": "distilbert-hate_speech18\\run-5\\checkpoint-2395",
4
+ "epoch": 5.0,
5
+ "eval_steps": 500,
6
+ "global_step": 2395,
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": 1.4395797527808295e-06,
14
+ "loss": 0.2516,
15
+ "step": 479
16
+ },
17
+ {
18
+ "epoch": 1.0,
19
+ "eval_accuracy": 0.8624314442413162,
20
+ "eval_loss": 0.24848461151123047,
21
+ "eval_runtime": 9.4673,
22
+ "eval_samples_per_second": 231.112,
23
+ "eval_steps_per_second": 7.288,
24
+ "step": 479
25
+ },
26
+ {
27
+ "epoch": 2.0,
28
+ "learning_rate": 1.1516638022246633e-06,
29
+ "loss": 0.2482,
30
+ "step": 958
31
+ },
32
+ {
33
+ "epoch": 2.0,
34
+ "eval_accuracy": 0.8638025594149908,
35
+ "eval_loss": 0.2472020387649536,
36
+ "eval_runtime": 9.4556,
37
+ "eval_samples_per_second": 231.396,
38
+ "eval_steps_per_second": 7.297,
39
+ "step": 958
40
+ },
41
+ {
42
+ "epoch": 3.0,
43
+ "learning_rate": 8.637478516684976e-07,
44
+ "loss": 0.2469,
45
+ "step": 1437
46
+ },
47
+ {
48
+ "epoch": 3.0,
49
+ "eval_accuracy": 0.8688299817184644,
50
+ "eval_loss": 0.24652723968029022,
51
+ "eval_runtime": 9.4688,
52
+ "eval_samples_per_second": 231.075,
53
+ "eval_steps_per_second": 7.287,
54
+ "step": 1437
55
+ },
56
+ {
57
+ "epoch": 4.0,
58
+ "learning_rate": 5.758319011123317e-07,
59
+ "loss": 0.2461,
60
+ "step": 1916
61
+ },
62
+ {
63
+ "epoch": 4.0,
64
+ "eval_accuracy": 0.8715722120658135,
65
+ "eval_loss": 0.24602682888507843,
66
+ "eval_runtime": 9.478,
67
+ "eval_samples_per_second": 230.849,
68
+ "eval_steps_per_second": 7.28,
69
+ "step": 1916
70
+ },
71
+ {
72
+ "epoch": 5.0,
73
+ "learning_rate": 2.8791595055616583e-07,
74
+ "loss": 0.2456,
75
+ "step": 2395
76
+ },
77
+ {
78
+ "epoch": 5.0,
79
+ "eval_accuracy": 0.8738574040219378,
80
+ "eval_loss": 0.24580524861812592,
81
+ "eval_runtime": 9.467,
82
+ "eval_samples_per_second": 231.118,
83
+ "eval_steps_per_second": 7.288,
84
+ "step": 2395
85
+ }
86
+ ],
87
+ "logging_steps": 500,
88
+ "max_steps": 2874,
89
+ "num_input_tokens_seen": 0,
90
+ "num_train_epochs": 6,
91
+ "save_steps": 500,
92
+ "total_flos": 641954735265312.0,
93
+ "trial_name": null,
94
+ "trial_params": {
95
+ "alpha": 0.19436109341303698,
96
+ "learning_rate": 1.7274957033369952e-06,
97
+ "num_train_epochs": 6,
98
+ "per_device_eval_batch_size": 32,
99
+ "per_device_train_batch_size": 16,
100
+ "temperature": 12
101
+ }
102
+ }
run-5/checkpoint-2395/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7316aa93f572ca44c9682ad225b35745f9d355c0713119fad66ce1bad923e9c4
3
+ size 4792
run-5/checkpoint-2395/vocab.txt ADDED
The diff for this file is too large to render. See raw diff