Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1709846785.013ec1551212.75384.16 +2 -2
- logs/events.out.tfevents.1709849643.013ec1551212.75384.17 +3 -0
- model.safetensors +1 -1
- run-16/checkpoint-3064/config.json +34 -0
- run-16/checkpoint-3064/model.safetensors +3 -0
- run-16/checkpoint-3064/optimizer.pt +3 -0
- run-16/checkpoint-3064/rng_state.pth +3 -0
- run-16/checkpoint-3064/scheduler.pt +3 -0
- run-16/checkpoint-3064/special_tokens_map.json +7 -0
- run-16/checkpoint-3064/tokenizer.json +0 -0
- run-16/checkpoint-3064/tokenizer_config.json +57 -0
- run-16/checkpoint-3064/trainer_state.json +102 -0
- run-16/checkpoint-3064/training_args.bin +3 -0
- run-16/checkpoint-3064/vocab.txt +0 -0
- run-16/checkpoint-3830/config.json +34 -0
- run-16/checkpoint-3830/model.safetensors +3 -0
- run-16/checkpoint-3830/optimizer.pt +3 -0
- run-16/checkpoint-3830/rng_state.pth +3 -0
- run-16/checkpoint-3830/scheduler.pt +3 -0
- run-16/checkpoint-3830/special_tokens_map.json +7 -0
- run-16/checkpoint-3830/tokenizer.json +0 -0
- run-16/checkpoint-3830/tokenizer_config.json +57 -0
- run-16/checkpoint-3830/trainer_state.json +121 -0
- run-16/checkpoint-3830/training_args.bin +3 -0
- run-16/checkpoint-3830/vocab.txt +0 -0
- run-17/checkpoint-766/config.json +34 -0
- run-17/checkpoint-766/model.safetensors +3 -0
- run-17/checkpoint-766/optimizer.pt +3 -0
- run-17/checkpoint-766/rng_state.pth +3 -0
- run-17/checkpoint-766/scheduler.pt +3 -0
- run-17/checkpoint-766/special_tokens_map.json +7 -0
- run-17/checkpoint-766/tokenizer.json +0 -0
- run-17/checkpoint-766/tokenizer_config.json +57 -0
- run-17/checkpoint-766/trainer_state.json +45 -0
- run-17/checkpoint-766/training_args.bin +3 -0
- run-17/checkpoint-766/vocab.txt +0 -0
- training_args.bin +1 -1
logs/events.out.tfevents.1709846785.013ec1551212.75384.16
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 sha256:58fbcc3dafd3e33edd1dff30ed24a532a4e29b7e9c44d9af372e86a79d285c3b
|
3 |
+
size 8412
|
logs/events.out.tfevents.1709849643.013ec1551212.75384.17
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:14b447eea03993a0585661eb745906cb939f9f22005d4886ea7d82b432a0d1c7
|
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 sha256:4e5d57ff5ae43a3d0b1dfaae8e9453ed6cb041150db29097ddd1b9fda34b374e
|
3 |
size 17549312
|
run-16/checkpoint-3064/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-16/checkpoint-3064/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:25270cb1c1fb015d27ec5d24a5fbf7b45a3b7f70eba9dbe32310ffa6dfda5bf5
|
3 |
+
size 17549312
|
run-16/checkpoint-3064/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:84008cacaa5ec3f4bd084c4f8ec8728b5211f312e5788dbb2d12f225a91773d6
|
3 |
+
size 35122746
|
run-16/checkpoint-3064/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:292ad54a0d62461febd393d8e26ded58c99675978b26670e37515848b048d88a
|
3 |
+
size 14054
|
run-16/checkpoint-3064/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ba0259bd18c8ad3ae4c8708e724078c6e8d41610dec40df3d15c9118a84f6ff9
|
3 |
+
size 1064
|
run-16/checkpoint-3064/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-16/checkpoint-3064/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-16/checkpoint-3064/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-16/checkpoint-3064/trainer_state.json
ADDED
@@ -0,0 +1,102 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.815068493150685,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-16/checkpoint-3064",
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 3064,
|
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": 4.586636066436768,
|
14 |
+
"learning_rate": 0.0002815362185318002,
|
15 |
+
"loss": 0.5012,
|
16 |
+
"step": 766
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7847358121330724,
|
21 |
+
"eval_f1": 0.8090277777777778,
|
22 |
+
"eval_loss": 0.4424646198749542,
|
23 |
+
"eval_precision": 0.7269890795631825,
|
24 |
+
"eval_recall": 0.9119373776908023,
|
25 |
+
"eval_runtime": 131.6873,
|
26 |
+
"eval_samples_per_second": 7.761,
|
27 |
+
"eval_steps_per_second": 1.944,
|
28 |
+
"step": 766
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 2.0,
|
32 |
+
"grad_norm": 4.197028160095215,
|
33 |
+
"learning_rate": 0.00021115216389885013,
|
34 |
+
"loss": 0.4492,
|
35 |
+
"step": 1532
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 2.0,
|
39 |
+
"eval_accuracy": 0.799412915851272,
|
40 |
+
"eval_f1": 0.8064211520302172,
|
41 |
+
"eval_loss": 0.440277099609375,
|
42 |
+
"eval_precision": 0.7791970802919708,
|
43 |
+
"eval_recall": 0.8356164383561644,
|
44 |
+
"eval_runtime": 131.1398,
|
45 |
+
"eval_samples_per_second": 7.793,
|
46 |
+
"eval_steps_per_second": 1.952,
|
47 |
+
"step": 1532
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 3.0,
|
51 |
+
"grad_norm": 2.803006172180176,
|
52 |
+
"learning_rate": 0.0001407681092659001,
|
53 |
+
"loss": 0.4291,
|
54 |
+
"step": 2298
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 3.0,
|
58 |
+
"eval_accuracy": 0.812133072407045,
|
59 |
+
"eval_f1": 0.8218923933209648,
|
60 |
+
"eval_loss": 0.4386424720287323,
|
61 |
+
"eval_precision": 0.781305114638448,
|
62 |
+
"eval_recall": 0.8669275929549902,
|
63 |
+
"eval_runtime": 130.5843,
|
64 |
+
"eval_samples_per_second": 7.826,
|
65 |
+
"eval_steps_per_second": 1.96,
|
66 |
+
"step": 2298
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 4.0,
|
70 |
+
"grad_norm": 1.590163230895996,
|
71 |
+
"learning_rate": 7.038405463295006e-05,
|
72 |
+
"loss": 0.4241,
|
73 |
+
"step": 3064
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 4.0,
|
77 |
+
"eval_accuracy": 0.815068493150685,
|
78 |
+
"eval_f1": 0.8177434908389585,
|
79 |
+
"eval_loss": 0.4371667206287384,
|
80 |
+
"eval_precision": 0.8060836501901141,
|
81 |
+
"eval_recall": 0.8297455968688845,
|
82 |
+
"eval_runtime": 130.7093,
|
83 |
+
"eval_samples_per_second": 7.819,
|
84 |
+
"eval_steps_per_second": 1.959,
|
85 |
+
"step": 3064
|
86 |
+
}
|
87 |
+
],
|
88 |
+
"logging_steps": 500,
|
89 |
+
"max_steps": 3830,
|
90 |
+
"num_input_tokens_seen": 0,
|
91 |
+
"num_train_epochs": 5,
|
92 |
+
"save_steps": 500,
|
93 |
+
"total_flos": 942780789120.0,
|
94 |
+
"train_batch_size": 4,
|
95 |
+
"trial_name": null,
|
96 |
+
"trial_params": {
|
97 |
+
"alpha": 0.7716344444380391,
|
98 |
+
"learning_rate": 0.00035192027316475024,
|
99 |
+
"num_train_epochs": 5,
|
100 |
+
"temperature": 10
|
101 |
+
}
|
102 |
+
}
|
run-16/checkpoint-3064/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:447fc90b16b64e1ad048ef36b5e745ecb1f888d7304a1aea1048d24a1dc2951f
|
3 |
+
size 4920
|
run-16/checkpoint-3064/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-16/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-16/checkpoint-3830/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:04d2827610aea73d53704d3a6dfdef64fa880640020d5d111fa716f0bb582ec1
|
3 |
+
size 17549312
|
run-16/checkpoint-3830/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2258844243891348c6131b6d923b86a0aaec8ae08ab5ed60e9d7ef40f5d0aa8b
|
3 |
+
size 35122746
|
run-16/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-16/checkpoint-3830/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f337dd5dd70944bd15d9a3991a0fd4dfe7aebb972a119fea790819723872419a
|
3 |
+
size 1064
|
run-16/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-16/checkpoint-3830/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-16/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-16/checkpoint-3830/trainer_state.json
ADDED
@@ -0,0 +1,121 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8189823874755382,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-16/checkpoint-3830",
|
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": 4.586636066436768,
|
14 |
+
"learning_rate": 0.0002815362185318002,
|
15 |
+
"loss": 0.5012,
|
16 |
+
"step": 766
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7847358121330724,
|
21 |
+
"eval_f1": 0.8090277777777778,
|
22 |
+
"eval_loss": 0.4424646198749542,
|
23 |
+
"eval_precision": 0.7269890795631825,
|
24 |
+
"eval_recall": 0.9119373776908023,
|
25 |
+
"eval_runtime": 131.6873,
|
26 |
+
"eval_samples_per_second": 7.761,
|
27 |
+
"eval_steps_per_second": 1.944,
|
28 |
+
"step": 766
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 2.0,
|
32 |
+
"grad_norm": 4.197028160095215,
|
33 |
+
"learning_rate": 0.00021115216389885013,
|
34 |
+
"loss": 0.4492,
|
35 |
+
"step": 1532
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 2.0,
|
39 |
+
"eval_accuracy": 0.799412915851272,
|
40 |
+
"eval_f1": 0.8064211520302172,
|
41 |
+
"eval_loss": 0.440277099609375,
|
42 |
+
"eval_precision": 0.7791970802919708,
|
43 |
+
"eval_recall": 0.8356164383561644,
|
44 |
+
"eval_runtime": 131.1398,
|
45 |
+
"eval_samples_per_second": 7.793,
|
46 |
+
"eval_steps_per_second": 1.952,
|
47 |
+
"step": 1532
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 3.0,
|
51 |
+
"grad_norm": 2.803006172180176,
|
52 |
+
"learning_rate": 0.0001407681092659001,
|
53 |
+
"loss": 0.4291,
|
54 |
+
"step": 2298
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 3.0,
|
58 |
+
"eval_accuracy": 0.812133072407045,
|
59 |
+
"eval_f1": 0.8218923933209648,
|
60 |
+
"eval_loss": 0.4386424720287323,
|
61 |
+
"eval_precision": 0.781305114638448,
|
62 |
+
"eval_recall": 0.8669275929549902,
|
63 |
+
"eval_runtime": 130.5843,
|
64 |
+
"eval_samples_per_second": 7.826,
|
65 |
+
"eval_steps_per_second": 1.96,
|
66 |
+
"step": 2298
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 4.0,
|
70 |
+
"grad_norm": 1.590163230895996,
|
71 |
+
"learning_rate": 7.038405463295006e-05,
|
72 |
+
"loss": 0.4241,
|
73 |
+
"step": 3064
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 4.0,
|
77 |
+
"eval_accuracy": 0.815068493150685,
|
78 |
+
"eval_f1": 0.8177434908389585,
|
79 |
+
"eval_loss": 0.4371667206287384,
|
80 |
+
"eval_precision": 0.8060836501901141,
|
81 |
+
"eval_recall": 0.8297455968688845,
|
82 |
+
"eval_runtime": 130.7093,
|
83 |
+
"eval_samples_per_second": 7.819,
|
84 |
+
"eval_steps_per_second": 1.959,
|
85 |
+
"step": 3064
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 5.0,
|
89 |
+
"grad_norm": 17.153400421142578,
|
90 |
+
"learning_rate": 0.0,
|
91 |
+
"loss": 0.4008,
|
92 |
+
"step": 3830
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 5.0,
|
96 |
+
"eval_accuracy": 0.8189823874755382,
|
97 |
+
"eval_f1": 0.8310502283105022,
|
98 |
+
"eval_loss": 0.4148101210594177,
|
99 |
+
"eval_precision": 0.7791095890410958,
|
100 |
+
"eval_recall": 0.8904109589041096,
|
101 |
+
"eval_runtime": 131.3758,
|
102 |
+
"eval_samples_per_second": 7.779,
|
103 |
+
"eval_steps_per_second": 1.949,
|
104 |
+
"step": 3830
|
105 |
+
}
|
106 |
+
],
|
107 |
+
"logging_steps": 500,
|
108 |
+
"max_steps": 3830,
|
109 |
+
"num_input_tokens_seen": 0,
|
110 |
+
"num_train_epochs": 5,
|
111 |
+
"save_steps": 500,
|
112 |
+
"total_flos": 1178475986400.0,
|
113 |
+
"train_batch_size": 4,
|
114 |
+
"trial_name": null,
|
115 |
+
"trial_params": {
|
116 |
+
"alpha": 0.7716344444380391,
|
117 |
+
"learning_rate": 0.00035192027316475024,
|
118 |
+
"num_train_epochs": 5,
|
119 |
+
"temperature": 10
|
120 |
+
}
|
121 |
+
}
|
run-16/checkpoint-3830/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:447fc90b16b64e1ad048ef36b5e745ecb1f888d7304a1aea1048d24a1dc2951f
|
3 |
+
size 4920
|
run-16/checkpoint-3830/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-17/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-17/checkpoint-766/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4e5d57ff5ae43a3d0b1dfaae8e9453ed6cb041150db29097ddd1b9fda34b374e
|
3 |
+
size 17549312
|
run-17/checkpoint-766/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b3ec0198db8d9115b4f2dc5f7eeed277be169a782545d440445e9e5b8225edb6
|
3 |
+
size 35122746
|
run-17/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-17/checkpoint-766/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a5dca096fea9455a00631a83752035008e7914ede393b7d8e3ee818212dad7b2
|
3 |
+
size 1064
|
run-17/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-17/checkpoint-766/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-17/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-17/checkpoint-766/trainer_state.json
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7876712328767124,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-17/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": 3.036878824234009,
|
14 |
+
"learning_rate": 6.985166134218099e-05,
|
15 |
+
"loss": 0.5738,
|
16 |
+
"step": 766
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7876712328767124,
|
21 |
+
"eval_f1": 0.8121212121212121,
|
22 |
+
"eval_loss": 0.4637316167354584,
|
23 |
+
"eval_precision": 0.7282608695652174,
|
24 |
+
"eval_recall": 0.9178082191780822,
|
25 |
+
"eval_runtime": 132.0721,
|
26 |
+
"eval_samples_per_second": 7.738,
|
27 |
+
"eval_steps_per_second": 1.938,
|
28 |
+
"step": 766
|
29 |
+
}
|
30 |
+
],
|
31 |
+
"logging_steps": 500,
|
32 |
+
"max_steps": 5362,
|
33 |
+
"num_input_tokens_seen": 0,
|
34 |
+
"num_train_epochs": 7,
|
35 |
+
"save_steps": 500,
|
36 |
+
"total_flos": 235695197280.0,
|
37 |
+
"train_batch_size": 4,
|
38 |
+
"trial_name": null,
|
39 |
+
"trial_params": {
|
40 |
+
"alpha": 0.9998794266799103,
|
41 |
+
"learning_rate": 8.149360489921117e-05,
|
42 |
+
"num_train_epochs": 7,
|
43 |
+
"temperature": 5
|
44 |
+
}
|
45 |
+
}
|
run-17/checkpoint-766/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bc7cb385fe32ff8bcfa8aa15978ddd1e9f86bac01019408664394fdf5d59d66e
|
3 |
+
size 4920
|
run-17/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:bc7cb385fe32ff8bcfa8aa15978ddd1e9f86bac01019408664394fdf5d59d66e
|
3 |
size 4920
|