joseph10 commited on
Commit
d0d687f
1 Parent(s): 8cf2923

Training in progress, epoch 4

Browse files
logs/events.out.tfevents.1702103838.joseph_legion.21824.13 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4eebf1771eec8bd5f130da2db1b8e281833c35be5cda0f1f49f82944e677fe41
3
- size 6080
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:684ffad07b0d5df4fd2eea9fd5fbaed1dda9f1f8ef11bc2fd0a866f801016c39
3
+ size 6560
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9a25687c6f1d5eafd1bf853f6a770fc54b27a55d09f4b7ef8b3e957ab52d6219
3
  size 17550344
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:26676e4d0399a0b3ef615ff04fc70cbf0ad9dd813bb862ad541f8106846b4013
3
  size 17550344
run-12/checkpoint-480/config.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "agvidit1/GoogleTinyBert_HateSpeech_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": "noHate",
13
+ "1": "hate",
14
+ "2": "idk/skip",
15
+ "3": "relation"
16
+ },
17
+ "initializer_range": 0.02,
18
+ "intermediate_size": 512,
19
+ "label2id": {
20
+ "hate": "1",
21
+ "idk/skip": "2",
22
+ "noHate": "0",
23
+ "relation": "3"
24
+ },
25
+ "layer_norm_eps": 1e-12,
26
+ "max_position_embeddings": 512,
27
+ "model_type": "bert",
28
+ "num_attention_heads": 2,
29
+ "num_hidden_layers": 2,
30
+ "pad_token_id": 0,
31
+ "position_embedding_type": "absolute",
32
+ "problem_type": "single_label_classification",
33
+ "torch_dtype": "float32",
34
+ "transformers_version": "4.36.0.dev0",
35
+ "type_vocab_size": 2,
36
+ "use_cache": true,
37
+ "vocab_size": 30522
38
+ }
run-12/checkpoint-480/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:26676e4d0399a0b3ef615ff04fc70cbf0ad9dd813bb862ad541f8106846b4013
3
+ size 17550344
run-12/checkpoint-480/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:09634319e7154959e1667164e1c7d529d21e6e12aeefbb0002aaa7ccbd957189
3
+ size 35125946
run-12/checkpoint-480/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c1776ae1ed6f87f6419ece586e34fe9eb064dbd6396bf3f7e1392791c65555ee
3
+ size 14180
run-12/checkpoint-480/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b2d0bc3e8937fe8f121f1a2c03e566b7d0a8adf18682a61c032704165fd6ea66
3
+ size 1064
run-12/checkpoint-480/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-12/checkpoint-480/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": "BertTokenizer",
56
+ "unk_token": "[UNK]"
57
+ }
run-12/checkpoint-480/trainer_state.json ADDED
@@ -0,0 +1,85 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8724862888482633,
3
+ "best_model_checkpoint": "berttiny-hate_speech18-bothpretrained\\run-12\\checkpoint-360",
4
+ "epoch": 4.0,
5
+ "eval_steps": 500,
6
+ "global_step": 480,
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": 6.854342606336822e-05,
14
+ "loss": 0.499,
15
+ "step": 120
16
+ },
17
+ {
18
+ "epoch": 1.0,
19
+ "eval_accuracy": 0.8555758683729433,
20
+ "eval_loss": 0.48665618896484375,
21
+ "eval_runtime": 10.8301,
22
+ "eval_samples_per_second": 202.03,
23
+ "eval_steps_per_second": 1.662,
24
+ "step": 120
25
+ },
26
+ {
27
+ "epoch": 2.0,
28
+ "learning_rate": 5.140756954752616e-05,
29
+ "loss": 0.4699,
30
+ "step": 240
31
+ },
32
+ {
33
+ "epoch": 2.0,
34
+ "eval_accuracy": 0.8592321755027422,
35
+ "eval_loss": 0.48114827275276184,
36
+ "eval_runtime": 10.9276,
37
+ "eval_samples_per_second": 200.227,
38
+ "eval_steps_per_second": 1.647,
39
+ "step": 240
40
+ },
41
+ {
42
+ "epoch": 3.0,
43
+ "learning_rate": 3.427171303168411e-05,
44
+ "loss": 0.4591,
45
+ "step": 360
46
+ },
47
+ {
48
+ "epoch": 3.0,
49
+ "eval_accuracy": 0.8724862888482633,
50
+ "eval_loss": 0.4719109833240509,
51
+ "eval_runtime": 10.8837,
52
+ "eval_samples_per_second": 201.035,
53
+ "eval_steps_per_second": 1.654,
54
+ "step": 360
55
+ },
56
+ {
57
+ "epoch": 4.0,
58
+ "learning_rate": 1.7135856515842055e-05,
59
+ "loss": 0.4513,
60
+ "step": 480
61
+ },
62
+ {
63
+ "epoch": 4.0,
64
+ "eval_accuracy": 0.8720292504570384,
65
+ "eval_loss": 0.4705061912536621,
66
+ "eval_runtime": 10.8611,
67
+ "eval_samples_per_second": 201.454,
68
+ "eval_steps_per_second": 1.657,
69
+ "step": 480
70
+ }
71
+ ],
72
+ "logging_steps": 500,
73
+ "max_steps": 600,
74
+ "num_input_tokens_seen": 0,
75
+ "num_train_epochs": 5,
76
+ "save_steps": 500,
77
+ "total_flos": 7922366270112.0,
78
+ "trial_name": null,
79
+ "trial_params": {
80
+ "learning_rate": 8.567928257921027e-05,
81
+ "num_train_epochs": 5,
82
+ "per_device_train_batch_size": 64,
83
+ "seed": 10
84
+ }
85
+ }
run-12/checkpoint-480/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8a9e592a7885c23f5d6cba400735dc30195e5d0969925bcedd6884bf7519a0b7
3
+ size 4792
run-12/checkpoint-480/vocab.txt ADDED
The diff for this file is too large to render. See raw diff