Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1714704854.e992b94a7c88.3982.12 +2 -2
- logs/events.out.tfevents.1714705699.e992b94a7c88.3982.13 +3 -0
- logs/events.out.tfevents.1714705821.e992b94a7c88.3982.14 +3 -0
- model.safetensors +1 -1
- run-12/checkpoint-11116/config.json +34 -0
- run-12/checkpoint-11116/model.safetensors +3 -0
- run-12/checkpoint-11116/optimizer.pt +3 -0
- run-12/checkpoint-11116/rng_state.pth +3 -0
- run-12/checkpoint-11116/scheduler.pt +3 -0
- run-12/checkpoint-11116/special_tokens_map.json +7 -0
- run-12/checkpoint-11116/tokenizer.json +0 -0
- run-12/checkpoint-11116/tokenizer_config.json +57 -0
- run-12/checkpoint-11116/trainer_state.json +166 -0
- run-12/checkpoint-11116/training_args.bin +3 -0
- run-12/checkpoint-11116/vocab.txt +0 -0
- run-12/checkpoint-9528/config.json +34 -0
- run-12/checkpoint-9528/model.safetensors +3 -0
- run-12/checkpoint-9528/optimizer.pt +3 -0
- run-12/checkpoint-9528/rng_state.pth +3 -0
- run-12/checkpoint-9528/scheduler.pt +3 -0
- run-12/checkpoint-9528/special_tokens_map.json +7 -0
- run-12/checkpoint-9528/tokenizer.json +0 -0
- run-12/checkpoint-9528/tokenizer_config.json +57 -0
- run-12/checkpoint-9528/trainer_state.json +146 -0
- run-12/checkpoint-9528/training_args.bin +3 -0
- run-12/checkpoint-9528/vocab.txt +0 -0
- run-14/checkpoint-1588/config.json +34 -0
- run-14/checkpoint-1588/model.safetensors +3 -0
- run-14/checkpoint-1588/optimizer.pt +3 -0
- run-14/checkpoint-1588/rng_state.pth +3 -0
- run-14/checkpoint-1588/scheduler.pt +3 -0
- run-14/checkpoint-1588/special_tokens_map.json +7 -0
- run-14/checkpoint-1588/tokenizer.json +0 -0
- run-14/checkpoint-1588/tokenizer_config.json +57 -0
- run-14/checkpoint-1588/trainer_state.json +46 -0
- run-14/checkpoint-1588/training_args.bin +3 -0
- run-14/checkpoint-1588/vocab.txt +0 -0
- training_args.bin +1 -1
logs/events.out.tfevents.1714704854.e992b94a7c88.3982.12
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 sha256:82ebdf0567ecff001a37a526c3a2743cb105ed748890699b467aab6ee37f392c
|
3 |
+
size 10216
|
logs/events.out.tfevents.1714705699.e992b94a7c88.3982.13
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8795f795982be0a83b77c328a03ba19c235d40108cf2478a3ec66950c6d30cb9
|
3 |
+
size 5483
|
logs/events.out.tfevents.1714705821.e992b94a7c88.3982.14
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a13a74a3c2b780889cd5a185d43cdcc72e9b397e80c06cf5b543a8fb0b871fa5
|
3 |
+
size 5483
|
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 sha256:26b02848f5adedcfaf634d46eea437ba867686b89b39a70eb1e524ec61665052
|
3 |
size 17549312
|
run-12/checkpoint-11116/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": "4.40.1",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-12/checkpoint-11116/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:61b37ce33f15489fae9ab907ba8846669fa9754f149bdf7cf5335168051e9a79
|
3 |
+
size 17549312
|
run-12/checkpoint-11116/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ab78715711002b1a5c7a7abf453865fbb9790e4f8cf03a29f3701640ac0fe002
|
3 |
+
size 35123898
|
run-12/checkpoint-11116/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b7d11e118a9238f88e630a28a28890730884086afd4091d0e118b4e158096b9b
|
3 |
+
size 14308
|
run-12/checkpoint-11116/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f282115ae4486318e507fa9e91d58614b1b90003349fbe758e54ff1ef712da26
|
3 |
+
size 1064
|
run-12/checkpoint-11116/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-12/checkpoint-11116/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-12/checkpoint-11116/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-11116/trainer_state.json
ADDED
@@ -0,0 +1,166 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.6925074767826224,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-12/checkpoint-11116",
|
4 |
+
"epoch": 7.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 11116,
|
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": 0.9882927536964417,
|
14 |
+
"learning_rate": 7.410798334450794e-05,
|
15 |
+
"loss": 0.6034,
|
16 |
+
"step": 1588
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.6725956241145915,
|
21 |
+
"eval_f1": 0.37966000596480765,
|
22 |
+
"eval_loss": 0.5911920070648193,
|
23 |
+
"eval_mcc": 0.1895683346876405,
|
24 |
+
"eval_precision": 0.5151760420882234,
|
25 |
+
"eval_recall": 0.30059031877213693,
|
26 |
+
"eval_runtime": 23.3666,
|
27 |
+
"eval_samples_per_second": 543.767,
|
28 |
+
"eval_steps_per_second": 17.033,
|
29 |
+
"step": 1588
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 1.495981216430664,
|
34 |
+
"learning_rate": 6.175665278708995e-05,
|
35 |
+
"loss": 0.5856,
|
36 |
+
"step": 3176
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.6833779316858177,
|
41 |
+
"eval_f1": 0.22768285659435594,
|
42 |
+
"eval_loss": 0.5804989337921143,
|
43 |
+
"eval_mcc": 0.1684089921769426,
|
44 |
+
"eval_precision": 0.608829568788501,
|
45 |
+
"eval_recall": 0.14002361275088548,
|
46 |
+
"eval_runtime": 23.4973,
|
47 |
+
"eval_samples_per_second": 540.742,
|
48 |
+
"eval_steps_per_second": 16.938,
|
49 |
+
"step": 3176
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 2.520817756652832,
|
54 |
+
"learning_rate": 4.940532222967196e-05,
|
55 |
+
"loss": 0.5777,
|
56 |
+
"step": 4764
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.6877852982842751,
|
61 |
+
"eval_f1": 0.3104467234486355,
|
62 |
+
"eval_loss": 0.5734280943870544,
|
63 |
+
"eval_mcc": 0.19923165442419385,
|
64 |
+
"eval_precision": 0.5882740447957839,
|
65 |
+
"eval_recall": 0.21086186540731996,
|
66 |
+
"eval_runtime": 23.309,
|
67 |
+
"eval_samples_per_second": 545.111,
|
68 |
+
"eval_steps_per_second": 17.075,
|
69 |
+
"step": 4764
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 2.345150947570801,
|
74 |
+
"learning_rate": 3.705399167225397e-05,
|
75 |
+
"loss": 0.569,
|
76 |
+
"step": 6352
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.6864473477097435,
|
81 |
+
"eval_f1": 0.38575393154486587,
|
82 |
+
"eval_loss": 0.5657527446746826,
|
83 |
+
"eval_mcc": 0.21896007670125264,
|
84 |
+
"eval_precision": 0.555752998667259,
|
85 |
+
"eval_recall": 0.29539551357733174,
|
86 |
+
"eval_runtime": 23.5253,
|
87 |
+
"eval_samples_per_second": 540.099,
|
88 |
+
"eval_steps_per_second": 16.918,
|
89 |
+
"step": 6352
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 2.713883876800537,
|
94 |
+
"learning_rate": 2.470266111483598e-05,
|
95 |
+
"loss": 0.5648,
|
96 |
+
"step": 7940
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.6918778529828428,
|
101 |
+
"eval_f1": 0.3187750130502871,
|
102 |
+
"eval_loss": 0.5613014101982117,
|
103 |
+
"eval_mcc": 0.2124639653359162,
|
104 |
+
"eval_precision": 0.6058201058201058,
|
105 |
+
"eval_recall": 0.21629279811097993,
|
106 |
+
"eval_runtime": 23.3312,
|
107 |
+
"eval_samples_per_second": 544.592,
|
108 |
+
"eval_steps_per_second": 17.059,
|
109 |
+
"step": 7940
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 2.391467809677124,
|
114 |
+
"learning_rate": 1.235133055741799e-05,
|
115 |
+
"loss": 0.5606,
|
116 |
+
"step": 9528
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_accuracy": 0.6891232488588068,
|
121 |
+
"eval_f1": 0.4268717353453279,
|
122 |
+
"eval_loss": 0.5606938004493713,
|
123 |
+
"eval_mcc": 0.24033253885885295,
|
124 |
+
"eval_precision": 0.5536319156943922,
|
125 |
+
"eval_recall": 0.3473435655253837,
|
126 |
+
"eval_runtime": 23.3051,
|
127 |
+
"eval_samples_per_second": 545.204,
|
128 |
+
"eval_steps_per_second": 17.078,
|
129 |
+
"step": 9528
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 7.0,
|
133 |
+
"grad_norm": 2.2255425453186035,
|
134 |
+
"learning_rate": 0.0,
|
135 |
+
"loss": 0.558,
|
136 |
+
"step": 11116
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 7.0,
|
140 |
+
"eval_accuracy": 0.6925074767826224,
|
141 |
+
"eval_f1": 0.39473276529821844,
|
142 |
+
"eval_loss": 0.5578871369361877,
|
143 |
+
"eval_mcc": 0.23481293082897708,
|
144 |
+
"eval_precision": 0.5738738738738739,
|
145 |
+
"eval_recall": 0.30082644628099175,
|
146 |
+
"eval_runtime": 23.5018,
|
147 |
+
"eval_samples_per_second": 540.639,
|
148 |
+
"eval_steps_per_second": 16.935,
|
149 |
+
"step": 11116
|
150 |
+
}
|
151 |
+
],
|
152 |
+
"logging_steps": 500,
|
153 |
+
"max_steps": 11116,
|
154 |
+
"num_input_tokens_seen": 0,
|
155 |
+
"num_train_epochs": 7,
|
156 |
+
"save_steps": 500,
|
157 |
+
"total_flos": 27362258534100.0,
|
158 |
+
"train_batch_size": 32,
|
159 |
+
"trial_name": null,
|
160 |
+
"trial_params": {
|
161 |
+
"alpha": 0.971233252957219,
|
162 |
+
"learning_rate": 8.645931390192593e-05,
|
163 |
+
"num_train_epochs": 7,
|
164 |
+
"temperature": 16
|
165 |
+
}
|
166 |
+
}
|
run-12/checkpoint-11116/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8ee1795c6c064e30b93b61f7db5815153fa9a2685024f5a88af44cf5291be307
|
3 |
+
size 4984
|
run-12/checkpoint-11116/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-12/checkpoint-9528/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": "4.40.1",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-12/checkpoint-9528/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:36a8623f5c2503144f5312aba6a526b81cb34e8bb697cf5828084979aa14e90e
|
3 |
+
size 17549312
|
run-12/checkpoint-9528/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c90aab09f5469c085ce64f43cbaefd713065cf34a93934bb638d31b4e68534c3
|
3 |
+
size 35123898
|
run-12/checkpoint-9528/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e33d2e8b149bac8cac32da7101c4c42cadaa056452d54f4838ec1fec07908607
|
3 |
+
size 14308
|
run-12/checkpoint-9528/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d9d668f33fecfd6f5017bc3062ceffb8528bf989543a536482087be48baf214d
|
3 |
+
size 1064
|
run-12/checkpoint-9528/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-12/checkpoint-9528/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-12/checkpoint-9528/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-9528/trainer_state.json
ADDED
@@ -0,0 +1,146 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.6918778529828428,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-12/checkpoint-7940",
|
4 |
+
"epoch": 6.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 9528,
|
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": 0.9882927536964417,
|
14 |
+
"learning_rate": 7.410798334450794e-05,
|
15 |
+
"loss": 0.6034,
|
16 |
+
"step": 1588
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.6725956241145915,
|
21 |
+
"eval_f1": 0.37966000596480765,
|
22 |
+
"eval_loss": 0.5911920070648193,
|
23 |
+
"eval_mcc": 0.1895683346876405,
|
24 |
+
"eval_precision": 0.5151760420882234,
|
25 |
+
"eval_recall": 0.30059031877213693,
|
26 |
+
"eval_runtime": 23.3666,
|
27 |
+
"eval_samples_per_second": 543.767,
|
28 |
+
"eval_steps_per_second": 17.033,
|
29 |
+
"step": 1588
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 1.495981216430664,
|
34 |
+
"learning_rate": 6.175665278708995e-05,
|
35 |
+
"loss": 0.5856,
|
36 |
+
"step": 3176
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.6833779316858177,
|
41 |
+
"eval_f1": 0.22768285659435594,
|
42 |
+
"eval_loss": 0.5804989337921143,
|
43 |
+
"eval_mcc": 0.1684089921769426,
|
44 |
+
"eval_precision": 0.608829568788501,
|
45 |
+
"eval_recall": 0.14002361275088548,
|
46 |
+
"eval_runtime": 23.4973,
|
47 |
+
"eval_samples_per_second": 540.742,
|
48 |
+
"eval_steps_per_second": 16.938,
|
49 |
+
"step": 3176
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 2.520817756652832,
|
54 |
+
"learning_rate": 4.940532222967196e-05,
|
55 |
+
"loss": 0.5777,
|
56 |
+
"step": 4764
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.6877852982842751,
|
61 |
+
"eval_f1": 0.3104467234486355,
|
62 |
+
"eval_loss": 0.5734280943870544,
|
63 |
+
"eval_mcc": 0.19923165442419385,
|
64 |
+
"eval_precision": 0.5882740447957839,
|
65 |
+
"eval_recall": 0.21086186540731996,
|
66 |
+
"eval_runtime": 23.309,
|
67 |
+
"eval_samples_per_second": 545.111,
|
68 |
+
"eval_steps_per_second": 17.075,
|
69 |
+
"step": 4764
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 2.345150947570801,
|
74 |
+
"learning_rate": 3.705399167225397e-05,
|
75 |
+
"loss": 0.569,
|
76 |
+
"step": 6352
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.6864473477097435,
|
81 |
+
"eval_f1": 0.38575393154486587,
|
82 |
+
"eval_loss": 0.5657527446746826,
|
83 |
+
"eval_mcc": 0.21896007670125264,
|
84 |
+
"eval_precision": 0.555752998667259,
|
85 |
+
"eval_recall": 0.29539551357733174,
|
86 |
+
"eval_runtime": 23.5253,
|
87 |
+
"eval_samples_per_second": 540.099,
|
88 |
+
"eval_steps_per_second": 16.918,
|
89 |
+
"step": 6352
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 2.713883876800537,
|
94 |
+
"learning_rate": 2.470266111483598e-05,
|
95 |
+
"loss": 0.5648,
|
96 |
+
"step": 7940
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.6918778529828428,
|
101 |
+
"eval_f1": 0.3187750130502871,
|
102 |
+
"eval_loss": 0.5613014101982117,
|
103 |
+
"eval_mcc": 0.2124639653359162,
|
104 |
+
"eval_precision": 0.6058201058201058,
|
105 |
+
"eval_recall": 0.21629279811097993,
|
106 |
+
"eval_runtime": 23.3312,
|
107 |
+
"eval_samples_per_second": 544.592,
|
108 |
+
"eval_steps_per_second": 17.059,
|
109 |
+
"step": 7940
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 2.391467809677124,
|
114 |
+
"learning_rate": 1.235133055741799e-05,
|
115 |
+
"loss": 0.5606,
|
116 |
+
"step": 9528
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_accuracy": 0.6891232488588068,
|
121 |
+
"eval_f1": 0.4268717353453279,
|
122 |
+
"eval_loss": 0.5606938004493713,
|
123 |
+
"eval_mcc": 0.24033253885885295,
|
124 |
+
"eval_precision": 0.5536319156943922,
|
125 |
+
"eval_recall": 0.3473435655253837,
|
126 |
+
"eval_runtime": 23.3051,
|
127 |
+
"eval_samples_per_second": 545.204,
|
128 |
+
"eval_steps_per_second": 17.078,
|
129 |
+
"step": 9528
|
130 |
+
}
|
131 |
+
],
|
132 |
+
"logging_steps": 500,
|
133 |
+
"max_steps": 11116,
|
134 |
+
"num_input_tokens_seen": 0,
|
135 |
+
"num_train_epochs": 7,
|
136 |
+
"save_steps": 500,
|
137 |
+
"total_flos": 23453364457800.0,
|
138 |
+
"train_batch_size": 32,
|
139 |
+
"trial_name": null,
|
140 |
+
"trial_params": {
|
141 |
+
"alpha": 0.971233252957219,
|
142 |
+
"learning_rate": 8.645931390192593e-05,
|
143 |
+
"num_train_epochs": 7,
|
144 |
+
"temperature": 16
|
145 |
+
}
|
146 |
+
}
|
run-12/checkpoint-9528/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8ee1795c6c064e30b93b61f7db5815153fa9a2685024f5a88af44cf5291be307
|
3 |
+
size 4984
|
run-12/checkpoint-9528/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-14/checkpoint-1588/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": "4.40.1",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-14/checkpoint-1588/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:26b02848f5adedcfaf634d46eea437ba867686b89b39a70eb1e524ec61665052
|
3 |
+
size 17549312
|
run-14/checkpoint-1588/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:58319300b16cb92d7ff18aa7259e1167552f4fe930da1d3d1b810867a3fe3418
|
3 |
+
size 35123898
|
run-14/checkpoint-1588/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:937f4e47675de5e7170e218630c85dd36f459549fb8994b62c13ea83fc7a261c
|
3 |
+
size 14308
|
run-14/checkpoint-1588/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1b7a8985fe2e0aef5578fd3c091209b25a41cb8dd0316ec0ecb475a1b286546f
|
3 |
+
size 1064
|
run-14/checkpoint-1588/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-1588/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-14/checkpoint-1588/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-1588/trainer_state.json
ADDED
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.6728317330395089,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-14/checkpoint-1588",
|
4 |
+
"epoch": 1.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1588,
|
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": 1.0097990036010742,
|
14 |
+
"learning_rate": 0.00014225432321746245,
|
15 |
+
"loss": 0.6009,
|
16 |
+
"step": 1588
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.6728317330395089,
|
21 |
+
"eval_f1": 0.4162336750456397,
|
22 |
+
"eval_loss": 0.5847160816192627,
|
23 |
+
"eval_mcc": 0.20724185361309674,
|
24 |
+
"eval_precision": 0.5135135135135135,
|
25 |
+
"eval_recall": 0.3499409681227863,
|
26 |
+
"eval_runtime": 23.7837,
|
27 |
+
"eval_samples_per_second": 534.232,
|
28 |
+
"eval_steps_per_second": 16.734,
|
29 |
+
"step": 1588
|
30 |
+
}
|
31 |
+
],
|
32 |
+
"logging_steps": 500,
|
33 |
+
"max_steps": 11116,
|
34 |
+
"num_input_tokens_seen": 0,
|
35 |
+
"num_train_epochs": 7,
|
36 |
+
"save_steps": 500,
|
37 |
+
"total_flos": 3908894076300.0,
|
38 |
+
"train_batch_size": 32,
|
39 |
+
"trial_name": null,
|
40 |
+
"trial_params": {
|
41 |
+
"alpha": 0.9737159843938835,
|
42 |
+
"learning_rate": 0.00016596337708703953,
|
43 |
+
"num_train_epochs": 7,
|
44 |
+
"temperature": 10
|
45 |
+
}
|
46 |
+
}
|
run-14/checkpoint-1588/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:19165ff4e84f2f2a45207bd5833120ec4416946a98fdd3c0fde9e7a5315b9e2a
|
3 |
+
size 4984
|
run-14/checkpoint-1588/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 4984
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:19165ff4e84f2f2a45207bd5833120ec4416946a98fdd3c0fde9e7a5315b9e2a
|
3 |
size 4984
|