Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1709839346.013ec1551212.75384.13 +2 -2
- logs/events.out.tfevents.1709842785.013ec1551212.75384.14 +3 -0
- model.safetensors +1 -1
- run-13/checkpoint-3830/config.json +34 -0
- run-13/checkpoint-3830/model.safetensors +3 -0
- run-13/checkpoint-3830/optimizer.pt +3 -0
- run-13/checkpoint-3830/rng_state.pth +3 -0
- run-13/checkpoint-3830/scheduler.pt +3 -0
- run-13/checkpoint-3830/special_tokens_map.json +7 -0
- run-13/checkpoint-3830/tokenizer.json +0 -0
- run-13/checkpoint-3830/tokenizer_config.json +57 -0
- run-13/checkpoint-3830/trainer_state.json +121 -0
- run-13/checkpoint-3830/training_args.bin +3 -0
- run-13/checkpoint-3830/vocab.txt +0 -0
- run-13/checkpoint-4596/config.json +34 -0
- run-13/checkpoint-4596/model.safetensors +3 -0
- run-13/checkpoint-4596/optimizer.pt +3 -0
- run-13/checkpoint-4596/rng_state.pth +3 -0
- run-13/checkpoint-4596/scheduler.pt +3 -0
- run-13/checkpoint-4596/special_tokens_map.json +7 -0
- run-13/checkpoint-4596/tokenizer.json +0 -0
- run-13/checkpoint-4596/tokenizer_config.json +57 -0
- run-13/checkpoint-4596/trainer_state.json +140 -0
- run-13/checkpoint-4596/training_args.bin +3 -0
- run-13/checkpoint-4596/vocab.txt +0 -0
- run-14/checkpoint-766/config.json +34 -0
- run-14/checkpoint-766/model.safetensors +3 -0
- run-14/checkpoint-766/optimizer.pt +3 -0
- run-14/checkpoint-766/rng_state.pth +3 -0
- run-14/checkpoint-766/scheduler.pt +3 -0
- run-14/checkpoint-766/special_tokens_map.json +7 -0
- run-14/checkpoint-766/tokenizer.json +0 -0
- run-14/checkpoint-766/tokenizer_config.json +57 -0
- run-14/checkpoint-766/trainer_state.json +45 -0
- run-14/checkpoint-766/training_args.bin +3 -0
- run-14/checkpoint-766/vocab.txt +0 -0
- training_args.bin +1 -1
logs/events.out.tfevents.1709839346.013ec1551212.75384.13
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:e94c7fe793c798f1f6a5f342d5a3287d361070352205d44bbe2f0e75596b8871
|
3 |
+
size 9095
|
logs/events.out.tfevents.1709842785.013ec1551212.75384.14
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f39cfb6538d32c8141e7a564fbc1e36e8c13fc74c967b485b688165f952db7df
|
3 |
+
size 5325
|
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 sha256:12937f00824ab76d4bd65d63263bef0f59f9e0957edcbbf178afb6a29bd32b21
|
3 |
size 17549312
|
run-13/checkpoint-3830/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": "4.38.2",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-13/checkpoint-3830/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:be3394f7cd25f8bee3f024916e2c93affd2370678a19eafa48d19b646a3c33a9
|
3 |
+
size 17549312
|
run-13/checkpoint-3830/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2dc2f75d9f5e4c05af11d0011c9bbb421f7e660773923b0804772786dcf6187f
|
3 |
+
size 35122746
|
run-13/checkpoint-3830/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:11f0f7f8253cabe8457ea3e8be3f556fa57dd5de6a14e336e6ae5d5e2e50d1cf
|
3 |
+
size 14054
|
run-13/checkpoint-3830/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:764ea7d6b36cee8df331f43cc6cc15743ae6b8f27c724d597fc6e9a851ad4c3c
|
3 |
+
size 1064
|
run-13/checkpoint-3830/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-13/checkpoint-3830/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-13/checkpoint-3830/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-13/checkpoint-3830/trainer_state.json
ADDED
@@ -0,0 +1,121 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8317025440313112,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-13/checkpoint-3064",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 3830,
|
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": 1.943489909172058,
|
14 |
+
"learning_rate": 9.076816597122249e-05,
|
15 |
+
"loss": 0.4823,
|
16 |
+
"step": 766
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7896281800391389,
|
21 |
+
"eval_f1": 0.8125544899738447,
|
22 |
+
"eval_loss": 0.43095502257347107,
|
23 |
+
"eval_precision": 0.7327044025157232,
|
24 |
+
"eval_recall": 0.9119373776908023,
|
25 |
+
"eval_runtime": 132.0712,
|
26 |
+
"eval_samples_per_second": 7.738,
|
27 |
+
"eval_steps_per_second": 1.938,
|
28 |
+
"step": 766
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 2.0,
|
32 |
+
"grad_norm": 19.456132888793945,
|
33 |
+
"learning_rate": 7.261453277697798e-05,
|
34 |
+
"loss": 0.4312,
|
35 |
+
"step": 1532
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 2.0,
|
39 |
+
"eval_accuracy": 0.824853228962818,
|
40 |
+
"eval_f1": 0.8347183748845799,
|
41 |
+
"eval_loss": 0.40763548016548157,
|
42 |
+
"eval_precision": 0.7902097902097902,
|
43 |
+
"eval_recall": 0.8845401174168297,
|
44 |
+
"eval_runtime": 132.1546,
|
45 |
+
"eval_samples_per_second": 7.733,
|
46 |
+
"eval_steps_per_second": 1.937,
|
47 |
+
"step": 1532
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 3.0,
|
51 |
+
"grad_norm": 3.0639514923095703,
|
52 |
+
"learning_rate": 5.446089958273349e-05,
|
53 |
+
"loss": 0.4141,
|
54 |
+
"step": 2298
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 3.0,
|
58 |
+
"eval_accuracy": 0.8189823874755382,
|
59 |
+
"eval_f1": 0.821944177093359,
|
60 |
+
"eval_loss": 0.43046870827674866,
|
61 |
+
"eval_precision": 0.8087121212121212,
|
62 |
+
"eval_recall": 0.8356164383561644,
|
63 |
+
"eval_runtime": 130.1314,
|
64 |
+
"eval_samples_per_second": 7.854,
|
65 |
+
"eval_steps_per_second": 1.967,
|
66 |
+
"step": 2298
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 4.0,
|
70 |
+
"grad_norm": 2.4112496376037598,
|
71 |
+
"learning_rate": 3.630726638848899e-05,
|
72 |
+
"loss": 0.4066,
|
73 |
+
"step": 3064
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 4.0,
|
77 |
+
"eval_accuracy": 0.8317025440313112,
|
78 |
+
"eval_f1": 0.8374291115311909,
|
79 |
+
"eval_loss": 0.4001712203025818,
|
80 |
+
"eval_precision": 0.8098720292504571,
|
81 |
+
"eval_recall": 0.8669275929549902,
|
82 |
+
"eval_runtime": 132.1937,
|
83 |
+
"eval_samples_per_second": 7.731,
|
84 |
+
"eval_steps_per_second": 1.937,
|
85 |
+
"step": 3064
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 5.0,
|
89 |
+
"grad_norm": 28.75933265686035,
|
90 |
+
"learning_rate": 1.8153633194244494e-05,
|
91 |
+
"loss": 0.3942,
|
92 |
+
"step": 3830
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 5.0,
|
96 |
+
"eval_accuracy": 0.824853228962818,
|
97 |
+
"eval_f1": 0.8334883720930233,
|
98 |
+
"eval_loss": 0.4072827398777008,
|
99 |
+
"eval_precision": 0.7943262411347518,
|
100 |
+
"eval_recall": 0.8767123287671232,
|
101 |
+
"eval_runtime": 133.1862,
|
102 |
+
"eval_samples_per_second": 7.673,
|
103 |
+
"eval_steps_per_second": 1.922,
|
104 |
+
"step": 3830
|
105 |
+
}
|
106 |
+
],
|
107 |
+
"logging_steps": 500,
|
108 |
+
"max_steps": 4596,
|
109 |
+
"num_input_tokens_seen": 0,
|
110 |
+
"num_train_epochs": 6,
|
111 |
+
"save_steps": 500,
|
112 |
+
"total_flos": 1178475986400.0,
|
113 |
+
"train_batch_size": 4,
|
114 |
+
"trial_name": null,
|
115 |
+
"trial_params": {
|
116 |
+
"alpha": 0.7464330126775673,
|
117 |
+
"learning_rate": 0.00010892179916546698,
|
118 |
+
"num_train_epochs": 6,
|
119 |
+
"temperature": 11
|
120 |
+
}
|
121 |
+
}
|
run-13/checkpoint-3830/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1695bf5cb08464044ce84908151382d3564189a20bbd25b8781afa4cb2b436ef
|
3 |
+
size 4920
|
run-13/checkpoint-3830/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-13/checkpoint-4596/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": "4.38.2",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-13/checkpoint-4596/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c717ee151f6f4005b7c5e503a1aeff38b3994aad2623b76c0d5a3ab59e804095
|
3 |
+
size 17549312
|
run-13/checkpoint-4596/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6ff4e2c91e1c76442b67db36d00b808086dc8d99765648d1f95d2e19fd36c72a
|
3 |
+
size 35122746
|
run-13/checkpoint-4596/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f06e3ed5d19cc4b4c47d9aedbd704375564c004c94232d74f9d579078573040d
|
3 |
+
size 14054
|
run-13/checkpoint-4596/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3fac1fa2d793adbe1cc44ef8e2c5baffc49f83f1a4359b2de4c4730548fbbc11
|
3 |
+
size 1064
|
run-13/checkpoint-4596/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-13/checkpoint-4596/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-13/checkpoint-4596/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-13/checkpoint-4596/trainer_state.json
ADDED
@@ -0,0 +1,140 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8356164383561644,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-13/checkpoint-4596",
|
4 |
+
"epoch": 6.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 4596,
|
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": 1.943489909172058,
|
14 |
+
"learning_rate": 9.076816597122249e-05,
|
15 |
+
"loss": 0.4823,
|
16 |
+
"step": 766
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7896281800391389,
|
21 |
+
"eval_f1": 0.8125544899738447,
|
22 |
+
"eval_loss": 0.43095502257347107,
|
23 |
+
"eval_precision": 0.7327044025157232,
|
24 |
+
"eval_recall": 0.9119373776908023,
|
25 |
+
"eval_runtime": 132.0712,
|
26 |
+
"eval_samples_per_second": 7.738,
|
27 |
+
"eval_steps_per_second": 1.938,
|
28 |
+
"step": 766
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 2.0,
|
32 |
+
"grad_norm": 19.456132888793945,
|
33 |
+
"learning_rate": 7.261453277697798e-05,
|
34 |
+
"loss": 0.4312,
|
35 |
+
"step": 1532
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 2.0,
|
39 |
+
"eval_accuracy": 0.824853228962818,
|
40 |
+
"eval_f1": 0.8347183748845799,
|
41 |
+
"eval_loss": 0.40763548016548157,
|
42 |
+
"eval_precision": 0.7902097902097902,
|
43 |
+
"eval_recall": 0.8845401174168297,
|
44 |
+
"eval_runtime": 132.1546,
|
45 |
+
"eval_samples_per_second": 7.733,
|
46 |
+
"eval_steps_per_second": 1.937,
|
47 |
+
"step": 1532
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 3.0,
|
51 |
+
"grad_norm": 3.0639514923095703,
|
52 |
+
"learning_rate": 5.446089958273349e-05,
|
53 |
+
"loss": 0.4141,
|
54 |
+
"step": 2298
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 3.0,
|
58 |
+
"eval_accuracy": 0.8189823874755382,
|
59 |
+
"eval_f1": 0.821944177093359,
|
60 |
+
"eval_loss": 0.43046870827674866,
|
61 |
+
"eval_precision": 0.8087121212121212,
|
62 |
+
"eval_recall": 0.8356164383561644,
|
63 |
+
"eval_runtime": 130.1314,
|
64 |
+
"eval_samples_per_second": 7.854,
|
65 |
+
"eval_steps_per_second": 1.967,
|
66 |
+
"step": 2298
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 4.0,
|
70 |
+
"grad_norm": 2.4112496376037598,
|
71 |
+
"learning_rate": 3.630726638848899e-05,
|
72 |
+
"loss": 0.4066,
|
73 |
+
"step": 3064
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 4.0,
|
77 |
+
"eval_accuracy": 0.8317025440313112,
|
78 |
+
"eval_f1": 0.8374291115311909,
|
79 |
+
"eval_loss": 0.4001712203025818,
|
80 |
+
"eval_precision": 0.8098720292504571,
|
81 |
+
"eval_recall": 0.8669275929549902,
|
82 |
+
"eval_runtime": 132.1937,
|
83 |
+
"eval_samples_per_second": 7.731,
|
84 |
+
"eval_steps_per_second": 1.937,
|
85 |
+
"step": 3064
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 5.0,
|
89 |
+
"grad_norm": 28.75933265686035,
|
90 |
+
"learning_rate": 1.8153633194244494e-05,
|
91 |
+
"loss": 0.3942,
|
92 |
+
"step": 3830
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 5.0,
|
96 |
+
"eval_accuracy": 0.824853228962818,
|
97 |
+
"eval_f1": 0.8334883720930233,
|
98 |
+
"eval_loss": 0.4072827398777008,
|
99 |
+
"eval_precision": 0.7943262411347518,
|
100 |
+
"eval_recall": 0.8767123287671232,
|
101 |
+
"eval_runtime": 133.1862,
|
102 |
+
"eval_samples_per_second": 7.673,
|
103 |
+
"eval_steps_per_second": 1.922,
|
104 |
+
"step": 3830
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 6.0,
|
108 |
+
"grad_norm": 8.708053588867188,
|
109 |
+
"learning_rate": 0.0,
|
110 |
+
"loss": 0.3933,
|
111 |
+
"step": 4596
|
112 |
+
},
|
113 |
+
{
|
114 |
+
"epoch": 6.0,
|
115 |
+
"eval_accuracy": 0.8356164383561644,
|
116 |
+
"eval_f1": 0.8444444444444444,
|
117 |
+
"eval_loss": 0.40063977241516113,
|
118 |
+
"eval_precision": 0.8014059753954306,
|
119 |
+
"eval_recall": 0.8923679060665362,
|
120 |
+
"eval_runtime": 131.5339,
|
121 |
+
"eval_samples_per_second": 7.77,
|
122 |
+
"eval_steps_per_second": 1.946,
|
123 |
+
"step": 4596
|
124 |
+
}
|
125 |
+
],
|
126 |
+
"logging_steps": 500,
|
127 |
+
"max_steps": 4596,
|
128 |
+
"num_input_tokens_seen": 0,
|
129 |
+
"num_train_epochs": 6,
|
130 |
+
"save_steps": 500,
|
131 |
+
"total_flos": 1414171183680.0,
|
132 |
+
"train_batch_size": 4,
|
133 |
+
"trial_name": null,
|
134 |
+
"trial_params": {
|
135 |
+
"alpha": 0.7464330126775673,
|
136 |
+
"learning_rate": 0.00010892179916546698,
|
137 |
+
"num_train_epochs": 6,
|
138 |
+
"temperature": 11
|
139 |
+
}
|
140 |
+
}
|
run-13/checkpoint-4596/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1695bf5cb08464044ce84908151382d3564189a20bbd25b8781afa4cb2b436ef
|
3 |
+
size 4920
|
run-13/checkpoint-4596/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-14/checkpoint-766/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": "4.38.2",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-14/checkpoint-766/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:12937f00824ab76d4bd65d63263bef0f59f9e0957edcbbf178afb6a29bd32b21
|
3 |
+
size 17549312
|
run-14/checkpoint-766/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:eda804860d0aa5cd1ca04256c6f85be256b347254c966bca9dc2aa4c0e472e8f
|
3 |
+
size 35122746
|
run-14/checkpoint-766/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a29b5a9fab412f426bae759e459d7d9236aab6602ae439ea13f5bd437e1b98a4
|
3 |
+
size 14054
|
run-14/checkpoint-766/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3f63ec0f84bd2063014357e7cb5ad8c41c07ccbf2b60ed5b37b097d9074f8d56
|
3 |
+
size 1064
|
run-14/checkpoint-766/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-14/checkpoint-766/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-14/checkpoint-766/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-14/checkpoint-766/trainer_state.json
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7847358121330724,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-14/checkpoint-766",
|
4 |
+
"epoch": 1.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 766,
|
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": 2.48061203956604,
|
14 |
+
"learning_rate": 4.112696231809907e-05,
|
15 |
+
"loss": 0.4707,
|
16 |
+
"step": 766
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7847358121330724,
|
21 |
+
"eval_f1": 0.8018018018018018,
|
22 |
+
"eval_loss": 0.4169985055923462,
|
23 |
+
"eval_precision": 0.7429048414023373,
|
24 |
+
"eval_recall": 0.8708414872798435,
|
25 |
+
"eval_runtime": 130.438,
|
26 |
+
"eval_samples_per_second": 7.835,
|
27 |
+
"eval_steps_per_second": 1.963,
|
28 |
+
"step": 766
|
29 |
+
}
|
30 |
+
],
|
31 |
+
"logging_steps": 500,
|
32 |
+
"max_steps": 4596,
|
33 |
+
"num_input_tokens_seen": 0,
|
34 |
+
"num_train_epochs": 6,
|
35 |
+
"save_steps": 500,
|
36 |
+
"total_flos": 235695197280.0,
|
37 |
+
"train_batch_size": 4,
|
38 |
+
"trial_name": null,
|
39 |
+
"trial_params": {
|
40 |
+
"alpha": 0.694449127189597,
|
41 |
+
"learning_rate": 4.935235478171889e-05,
|
42 |
+
"num_train_epochs": 6,
|
43 |
+
"temperature": 10
|
44 |
+
}
|
45 |
+
}
|
run-14/checkpoint-766/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f36d839ec5cecb49cd674c806780abc56bc8622bf37106f9a8505659e2e1be34
|
3 |
+
size 4920
|
run-14/checkpoint-766/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:f36d839ec5cecb49cd674c806780abc56bc8622bf37106f9a8505659e2e1be34
|
3 |
size 4920
|