Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1711297090.8cc2eef2edb7.2942.4 +2 -2
- logs/events.out.tfevents.1711297226.8cc2eef2edb7.2942.5 +3 -0
- model.safetensors +1 -1
- run-4/checkpoint-1782/config.json +34 -0
- run-4/checkpoint-1782/model.safetensors +3 -0
- run-4/checkpoint-1782/optimizer.pt +3 -0
- run-4/checkpoint-1782/rng_state.pth +3 -0
- run-4/checkpoint-1782/scheduler.pt +3 -0
- run-4/checkpoint-1782/special_tokens_map.json +7 -0
- run-4/checkpoint-1782/tokenizer.json +0 -0
- run-4/checkpoint-1782/tokenizer_config.json +57 -0
- run-4/checkpoint-1782/trainer_state.json +146 -0
- run-4/checkpoint-1782/training_args.bin +3 -0
- run-4/checkpoint-1782/vocab.txt +0 -0
- run-4/checkpoint-2079/config.json +34 -0
- run-4/checkpoint-2079/model.safetensors +3 -0
- run-4/checkpoint-2079/optimizer.pt +3 -0
- run-4/checkpoint-2079/rng_state.pth +3 -0
- run-4/checkpoint-2079/scheduler.pt +3 -0
- run-4/checkpoint-2079/special_tokens_map.json +7 -0
- run-4/checkpoint-2079/tokenizer.json +0 -0
- run-4/checkpoint-2079/tokenizer_config.json +57 -0
- run-4/checkpoint-2079/trainer_state.json +166 -0
- run-4/checkpoint-2079/training_args.bin +3 -0
- run-4/checkpoint-2079/vocab.txt +0 -0
- run-5/checkpoint-297/config.json +34 -0
- run-5/checkpoint-297/model.safetensors +3 -0
- run-5/checkpoint-297/optimizer.pt +3 -0
- run-5/checkpoint-297/rng_state.pth +3 -0
- run-5/checkpoint-297/scheduler.pt +3 -0
- run-5/checkpoint-297/special_tokens_map.json +7 -0
- run-5/checkpoint-297/tokenizer.json +0 -0
- run-5/checkpoint-297/tokenizer_config.json +57 -0
- run-5/checkpoint-297/trainer_state.json +46 -0
- run-5/checkpoint-297/training_args.bin +3 -0
- run-5/checkpoint-297/vocab.txt +0 -0
- training_args.bin +1 -1
logs/events.out.tfevents.1711297090.8cc2eef2edb7.2942.4
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ac848390792449e1bc06a66d4f34e331b7993de9eede99cb4fd90c2a50ef8de4
|
3 |
+
size 10140
|
logs/events.out.tfevents.1711297226.8cc2eef2edb7.2942.5
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a70dd7b2a7e623580a9490e8c10312a01265c6b9b108a9763e362a13bacb03eb
|
3 |
+
size 5407
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 17549312
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:59d1134edb6ec2dc170e44f0970881ff4d70535fae465a230f156035d9136f6e
|
3 |
size 17549312
|
run-4/checkpoint-1782/config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
|
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": "negative",
|
13 |
+
"1": "positive"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 512,
|
17 |
+
"label2id": {
|
18 |
+
"negative": "0",
|
19 |
+
"positive": "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": "4.39.1",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-4/checkpoint-1782/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:985bb0bc1191284be92727058bbe6e5ff815fe51b68cf6a0acd4f553a8c5942e
|
3 |
+
size 17549312
|
run-4/checkpoint-1782/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:974ac65d54c8e66b6e7e7ebae0da2ae238da0510449aca5a914aaab0ef6b6d73
|
3 |
+
size 35123898
|
run-4/checkpoint-1782/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5a02d6fe58f222754d8b6c88c72e65619363bb5593417cc44e98640fe115ffbc
|
3 |
+
size 14308
|
run-4/checkpoint-1782/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4a2b6132a9af8120f58f2ece7426666e2a85a43418d749e7fbb2f50dc1ce7416
|
3 |
+
size 1064
|
run-4/checkpoint-1782/special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
run-4/checkpoint-1782/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-4/checkpoint-1782/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-4/checkpoint-1782/trainer_state.json
ADDED
@@ -0,0 +1,146 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.6237623762376238,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-4/checkpoint-1782",
|
4 |
+
"epoch": 6.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1782,
|
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 |
+
"grad_norm": 1.202705979347229,
|
14 |
+
"learning_rate": 6.504485936113838e-05,
|
15 |
+
"loss": 0.5495,
|
16 |
+
"step": 297
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.5069306930693069,
|
21 |
+
"eval_f1": 0.10108303249097472,
|
22 |
+
"eval_loss": 0.5468167662620544,
|
23 |
+
"eval_mcc": 0.027838098756040194,
|
24 |
+
"eval_precision": 0.56,
|
25 |
+
"eval_recall": 0.05555555555555555,
|
26 |
+
"eval_runtime": 0.9316,
|
27 |
+
"eval_samples_per_second": 542.063,
|
28 |
+
"eval_steps_per_second": 17.174,
|
29 |
+
"step": 297
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 0.8953370451927185,
|
34 |
+
"learning_rate": 5.4204049467615325e-05,
|
35 |
+
"loss": 0.54,
|
36 |
+
"step": 594
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.594059405940594,
|
41 |
+
"eval_f1": 0.5858585858585857,
|
42 |
+
"eval_loss": 0.5394836068153381,
|
43 |
+
"eval_mcc": 0.18817791261380143,
|
44 |
+
"eval_precision": 0.5967078189300411,
|
45 |
+
"eval_recall": 0.5753968253968254,
|
46 |
+
"eval_runtime": 0.9335,
|
47 |
+
"eval_samples_per_second": 540.967,
|
48 |
+
"eval_steps_per_second": 17.14,
|
49 |
+
"step": 594
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 1.554856777191162,
|
54 |
+
"learning_rate": 4.336323957409226e-05,
|
55 |
+
"loss": 0.5316,
|
56 |
+
"step": 891
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.5861386138613861,
|
61 |
+
"eval_f1": 0.6365217391304347,
|
62 |
+
"eval_loss": 0.5389003157615662,
|
63 |
+
"eval_mcc": 0.17998847484487682,
|
64 |
+
"eval_precision": 0.56656346749226,
|
65 |
+
"eval_recall": 0.7261904761904762,
|
66 |
+
"eval_runtime": 0.9343,
|
67 |
+
"eval_samples_per_second": 540.483,
|
68 |
+
"eval_steps_per_second": 17.124,
|
69 |
+
"step": 891
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 1.0591225624084473,
|
74 |
+
"learning_rate": 3.252242968056919e-05,
|
75 |
+
"loss": 0.527,
|
76 |
+
"step": 1188
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.6118811881188119,
|
81 |
+
"eval_f1": 0.6287878787878789,
|
82 |
+
"eval_loss": 0.5312101244926453,
|
83 |
+
"eval_mcc": 0.22492336097439145,
|
84 |
+
"eval_precision": 0.6014492753623188,
|
85 |
+
"eval_recall": 0.6587301587301587,
|
86 |
+
"eval_runtime": 0.9347,
|
87 |
+
"eval_samples_per_second": 540.304,
|
88 |
+
"eval_steps_per_second": 17.119,
|
89 |
+
"step": 1188
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 1.7271960973739624,
|
94 |
+
"learning_rate": 2.168161978704613e-05,
|
95 |
+
"loss": 0.5226,
|
96 |
+
"step": 1485
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.6138613861386139,
|
101 |
+
"eval_f1": 0.6183953033268101,
|
102 |
+
"eval_loss": 0.5254874229431152,
|
103 |
+
"eval_mcc": 0.22784970249121222,
|
104 |
+
"eval_precision": 0.61003861003861,
|
105 |
+
"eval_recall": 0.626984126984127,
|
106 |
+
"eval_runtime": 0.9248,
|
107 |
+
"eval_samples_per_second": 546.078,
|
108 |
+
"eval_steps_per_second": 17.301,
|
109 |
+
"step": 1485
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 1.6252127885818481,
|
114 |
+
"learning_rate": 1.0840809893523065e-05,
|
115 |
+
"loss": 0.5188,
|
116 |
+
"step": 1782
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_accuracy": 0.6237623762376238,
|
121 |
+
"eval_f1": 0.6468401486988847,
|
122 |
+
"eval_loss": 0.5257902145385742,
|
123 |
+
"eval_mcc": 0.24999798285978939,
|
124 |
+
"eval_precision": 0.6083916083916084,
|
125 |
+
"eval_recall": 0.6904761904761905,
|
126 |
+
"eval_runtime": 0.9286,
|
127 |
+
"eval_samples_per_second": 543.832,
|
128 |
+
"eval_steps_per_second": 17.23,
|
129 |
+
"step": 1782
|
130 |
+
}
|
131 |
+
],
|
132 |
+
"logging_steps": 500,
|
133 |
+
"max_steps": 2079,
|
134 |
+
"num_input_tokens_seen": 0,
|
135 |
+
"num_train_epochs": 7,
|
136 |
+
"save_steps": 500,
|
137 |
+
"total_flos": 4384207595880.0,
|
138 |
+
"train_batch_size": 32,
|
139 |
+
"trial_name": null,
|
140 |
+
"trial_params": {
|
141 |
+
"alpha": 0.7404813991868276,
|
142 |
+
"learning_rate": 7.588566925466145e-05,
|
143 |
+
"num_train_epochs": 7,
|
144 |
+
"temperature": 47
|
145 |
+
}
|
146 |
+
}
|
run-4/checkpoint-1782/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0b89f4b12e9eb0ed1644da45c1653800b9447c89374868af92258b08fc1b6045
|
3 |
+
size 4920
|
run-4/checkpoint-1782/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-4/checkpoint-2079/config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
|
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": "negative",
|
13 |
+
"1": "positive"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 512,
|
17 |
+
"label2id": {
|
18 |
+
"negative": "0",
|
19 |
+
"positive": "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": "4.39.1",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-4/checkpoint-2079/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3fcd3cb08850cbaf42bbdebef3456ee2dad3821c8096b1bde985e0c779423fd2
|
3 |
+
size 17549312
|
run-4/checkpoint-2079/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:20e69c68865506576db96a3de930a904da5ae216bbc5b9991b8d9e465b593680
|
3 |
+
size 35123898
|
run-4/checkpoint-2079/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7cb1e97db59d008285d4798ce62e5afec1cdcb1f6d8dc6abd815daafb111f5ec
|
3 |
+
size 14308
|
run-4/checkpoint-2079/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ee88a6430de282d012a526349a4feb03f1226d45bd5e5f59a50eb41dbd5c9be5
|
3 |
+
size 1064
|
run-4/checkpoint-2079/special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
run-4/checkpoint-2079/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-4/checkpoint-2079/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-4/checkpoint-2079/trainer_state.json
ADDED
@@ -0,0 +1,166 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.6237623762376238,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-4/checkpoint-1782",
|
4 |
+
"epoch": 7.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 2079,
|
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 |
+
"grad_norm": 1.202705979347229,
|
14 |
+
"learning_rate": 6.504485936113838e-05,
|
15 |
+
"loss": 0.5495,
|
16 |
+
"step": 297
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.5069306930693069,
|
21 |
+
"eval_f1": 0.10108303249097472,
|
22 |
+
"eval_loss": 0.5468167662620544,
|
23 |
+
"eval_mcc": 0.027838098756040194,
|
24 |
+
"eval_precision": 0.56,
|
25 |
+
"eval_recall": 0.05555555555555555,
|
26 |
+
"eval_runtime": 0.9316,
|
27 |
+
"eval_samples_per_second": 542.063,
|
28 |
+
"eval_steps_per_second": 17.174,
|
29 |
+
"step": 297
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 0.8953370451927185,
|
34 |
+
"learning_rate": 5.4204049467615325e-05,
|
35 |
+
"loss": 0.54,
|
36 |
+
"step": 594
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.594059405940594,
|
41 |
+
"eval_f1": 0.5858585858585857,
|
42 |
+
"eval_loss": 0.5394836068153381,
|
43 |
+
"eval_mcc": 0.18817791261380143,
|
44 |
+
"eval_precision": 0.5967078189300411,
|
45 |
+
"eval_recall": 0.5753968253968254,
|
46 |
+
"eval_runtime": 0.9335,
|
47 |
+
"eval_samples_per_second": 540.967,
|
48 |
+
"eval_steps_per_second": 17.14,
|
49 |
+
"step": 594
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 1.554856777191162,
|
54 |
+
"learning_rate": 4.336323957409226e-05,
|
55 |
+
"loss": 0.5316,
|
56 |
+
"step": 891
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.5861386138613861,
|
61 |
+
"eval_f1": 0.6365217391304347,
|
62 |
+
"eval_loss": 0.5389003157615662,
|
63 |
+
"eval_mcc": 0.17998847484487682,
|
64 |
+
"eval_precision": 0.56656346749226,
|
65 |
+
"eval_recall": 0.7261904761904762,
|
66 |
+
"eval_runtime": 0.9343,
|
67 |
+
"eval_samples_per_second": 540.483,
|
68 |
+
"eval_steps_per_second": 17.124,
|
69 |
+
"step": 891
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 1.0591225624084473,
|
74 |
+
"learning_rate": 3.252242968056919e-05,
|
75 |
+
"loss": 0.527,
|
76 |
+
"step": 1188
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.6118811881188119,
|
81 |
+
"eval_f1": 0.6287878787878789,
|
82 |
+
"eval_loss": 0.5312101244926453,
|
83 |
+
"eval_mcc": 0.22492336097439145,
|
84 |
+
"eval_precision": 0.6014492753623188,
|
85 |
+
"eval_recall": 0.6587301587301587,
|
86 |
+
"eval_runtime": 0.9347,
|
87 |
+
"eval_samples_per_second": 540.304,
|
88 |
+
"eval_steps_per_second": 17.119,
|
89 |
+
"step": 1188
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 1.7271960973739624,
|
94 |
+
"learning_rate": 2.168161978704613e-05,
|
95 |
+
"loss": 0.5226,
|
96 |
+
"step": 1485
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.6138613861386139,
|
101 |
+
"eval_f1": 0.6183953033268101,
|
102 |
+
"eval_loss": 0.5254874229431152,
|
103 |
+
"eval_mcc": 0.22784970249121222,
|
104 |
+
"eval_precision": 0.61003861003861,
|
105 |
+
"eval_recall": 0.626984126984127,
|
106 |
+
"eval_runtime": 0.9248,
|
107 |
+
"eval_samples_per_second": 546.078,
|
108 |
+
"eval_steps_per_second": 17.301,
|
109 |
+
"step": 1485
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 1.6252127885818481,
|
114 |
+
"learning_rate": 1.0840809893523065e-05,
|
115 |
+
"loss": 0.5188,
|
116 |
+
"step": 1782
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_accuracy": 0.6237623762376238,
|
121 |
+
"eval_f1": 0.6468401486988847,
|
122 |
+
"eval_loss": 0.5257902145385742,
|
123 |
+
"eval_mcc": 0.24999798285978939,
|
124 |
+
"eval_precision": 0.6083916083916084,
|
125 |
+
"eval_recall": 0.6904761904761905,
|
126 |
+
"eval_runtime": 0.9286,
|
127 |
+
"eval_samples_per_second": 543.832,
|
128 |
+
"eval_steps_per_second": 17.23,
|
129 |
+
"step": 1782
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 7.0,
|
133 |
+
"grad_norm": 1.1970489025115967,
|
134 |
+
"learning_rate": 0.0,
|
135 |
+
"loss": 0.5139,
|
136 |
+
"step": 2079
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 7.0,
|
140 |
+
"eval_accuracy": 0.6237623762376238,
|
141 |
+
"eval_f1": 0.62,
|
142 |
+
"eval_loss": 0.5197257399559021,
|
143 |
+
"eval_mcc": 0.24752925978340254,
|
144 |
+
"eval_precision": 0.625,
|
145 |
+
"eval_recall": 0.6150793650793651,
|
146 |
+
"eval_runtime": 0.934,
|
147 |
+
"eval_samples_per_second": 540.665,
|
148 |
+
"eval_steps_per_second": 17.13,
|
149 |
+
"step": 2079
|
150 |
+
}
|
151 |
+
],
|
152 |
+
"logging_steps": 500,
|
153 |
+
"max_steps": 2079,
|
154 |
+
"num_input_tokens_seen": 0,
|
155 |
+
"num_train_epochs": 7,
|
156 |
+
"save_steps": 500,
|
157 |
+
"total_flos": 5114908861860.0,
|
158 |
+
"train_batch_size": 32,
|
159 |
+
"trial_name": null,
|
160 |
+
"trial_params": {
|
161 |
+
"alpha": 0.7404813991868276,
|
162 |
+
"learning_rate": 7.588566925466145e-05,
|
163 |
+
"num_train_epochs": 7,
|
164 |
+
"temperature": 47
|
165 |
+
}
|
166 |
+
}
|
run-4/checkpoint-2079/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0b89f4b12e9eb0ed1644da45c1653800b9447c89374868af92258b08fc1b6045
|
3 |
+
size 4920
|
run-4/checkpoint-2079/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-5/checkpoint-297/config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
|
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": "negative",
|
13 |
+
"1": "positive"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 512,
|
17 |
+
"label2id": {
|
18 |
+
"negative": "0",
|
19 |
+
"positive": "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": "4.39.1",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-5/checkpoint-297/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:59d1134edb6ec2dc170e44f0970881ff4d70535fae465a230f156035d9136f6e
|
3 |
+
size 17549312
|
run-5/checkpoint-297/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:de3438f0529a8ee27210596a59759c3ef5ef8be94249386c56c0616c8c7f3965
|
3 |
+
size 35123898
|
run-5/checkpoint-297/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a5f5e396c574b9b2ecc40d3f9e87d628a8f4be69caef81905a47fcf8895067e6
|
3 |
+
size 14308
|
run-5/checkpoint-297/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d72bc992d041fc66fc0a17113111f0de95b19021ae644fc58665b69d32cfbc47
|
3 |
+
size 1064
|
run-5/checkpoint-297/special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
run-5/checkpoint-297/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-5/checkpoint-297/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-5/checkpoint-297/trainer_state.json
ADDED
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.5089108910891089,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-5/checkpoint-297",
|
4 |
+
"epoch": 1.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 297,
|
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 |
+
"grad_norm": 0.14799009263515472,
|
14 |
+
"learning_rate": 3.564708186391241e-05,
|
15 |
+
"loss": 0.0771,
|
16 |
+
"step": 297
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.5089108910891089,
|
21 |
+
"eval_f1": 0.1205673758865248,
|
22 |
+
"eval_loss": 0.058570001274347305,
|
23 |
+
"eval_mcc": 0.03400602754322123,
|
24 |
+
"eval_precision": 0.5666666666666667,
|
25 |
+
"eval_recall": 0.06746031746031746,
|
26 |
+
"eval_runtime": 0.9363,
|
27 |
+
"eval_samples_per_second": 539.332,
|
28 |
+
"eval_steps_per_second": 17.088,
|
29 |
+
"step": 297
|
30 |
+
}
|
31 |
+
],
|
32 |
+
"logging_steps": 500,
|
33 |
+
"max_steps": 891,
|
34 |
+
"num_input_tokens_seen": 0,
|
35 |
+
"num_train_epochs": 3,
|
36 |
+
"save_steps": 500,
|
37 |
+
"total_flos": 730701265980.0,
|
38 |
+
"train_batch_size": 32,
|
39 |
+
"trial_name": null,
|
40 |
+
"trial_params": {
|
41 |
+
"alpha": 0.06013810150880572,
|
42 |
+
"learning_rate": 5.3470622795868616e-05,
|
43 |
+
"num_train_epochs": 3,
|
44 |
+
"temperature": 28
|
45 |
+
}
|
46 |
+
}
|
run-5/checkpoint-297/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:acf48c3cfa4dae7e52899a817b599fd5585b4790698eef8cedca0db0b44fb0a8
|
3 |
+
size 4920
|
run-5/checkpoint-297/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:
|
3 |
size 4920
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:acf48c3cfa4dae7e52899a817b599fd5585b4790698eef8cedca0db0b44fb0a8
|
3 |
size 4920
|