Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1713612136.a9446dbff3d4.7440.23 +2 -2
- logs/events.out.tfevents.1713612219.a9446dbff3d4.7440.24 +3 -0
- model.safetensors +1 -1
- run-21/checkpoint-1120/config.json +34 -0
- run-21/checkpoint-1120/model.safetensors +3 -0
- run-21/checkpoint-1120/optimizer.pt +3 -0
- run-21/checkpoint-1120/rng_state.pth +3 -0
- run-21/checkpoint-1120/scheduler.pt +3 -0
- run-21/checkpoint-1120/special_tokens_map.json +7 -0
- run-21/checkpoint-1120/tokenizer.json +0 -0
- run-21/checkpoint-1120/tokenizer_config.json +57 -0
- run-21/checkpoint-1120/trainer_state.json +166 -0
- run-21/checkpoint-1120/training_args.bin +3 -0
- run-21/checkpoint-1120/vocab.txt +0 -0
- run-21/checkpoint-800/config.json +34 -0
- run-21/checkpoint-800/model.safetensors +3 -0
- run-21/checkpoint-800/optimizer.pt +3 -0
- run-21/checkpoint-800/rng_state.pth +3 -0
- run-21/checkpoint-800/scheduler.pt +3 -0
- run-21/checkpoint-800/special_tokens_map.json +7 -0
- run-21/checkpoint-800/tokenizer.json +0 -0
- run-21/checkpoint-800/tokenizer_config.json +57 -0
- run-21/checkpoint-800/trainer_state.json +126 -0
- run-21/checkpoint-800/training_args.bin +3 -0
- run-21/checkpoint-800/vocab.txt +0 -0
- run-22/checkpoint-160/config.json +34 -0
- run-22/checkpoint-160/model.safetensors +3 -0
- run-22/checkpoint-160/optimizer.pt +3 -0
- run-22/checkpoint-160/rng_state.pth +3 -0
- run-22/checkpoint-160/scheduler.pt +3 -0
- run-22/checkpoint-160/special_tokens_map.json +7 -0
- run-22/checkpoint-160/tokenizer.json +0 -0
- run-22/checkpoint-160/tokenizer_config.json +57 -0
- run-22/checkpoint-160/trainer_state.json +46 -0
- run-22/checkpoint-160/training_args.bin +3 -0
- run-22/checkpoint-160/vocab.txt +0 -0
- training_args.bin +1 -1
logs/events.out.tfevents.1713612136.a9446dbff3d4.7440.23
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 sha256:0073c9fc0a325339312f4245c7383d61ece7d9d1a8f36e40c6921ef36930df0f
|
3 |
+
size 10215
|
logs/events.out.tfevents.1713612219.a9446dbff3d4.7440.24
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:250c291ede785206f3cd69896d7a9bfe0dad1a6cf3f1a8bc299eac804ebaa114
|
3 |
+
size 5482
|
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:ae51431d9fe3f60e7687652688dd2e8ffafcb9ba817aeb6283a2a7b0f46ccdce
|
3 |
size 17549312
|
run-21/checkpoint-1120/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": "4.40.0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-21/checkpoint-1120/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:af30deadcd615c88180f12bd56862fc4ce319a06eb383413091779ee63aa4b1c
|
3 |
+
size 17549312
|
run-21/checkpoint-1120/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:19c8b0c115975b3079b2840bf84d17eeeb17e56c444470ddf888d2ef425e178a
|
3 |
+
size 35123898
|
run-21/checkpoint-1120/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dff60335fa5283437e5a2cb72f0621ff75353a3210e4a78bc955f52e428c356c
|
3 |
+
size 14308
|
run-21/checkpoint-1120/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7b8a004f910b945f4b7fc43747e8a62e45be45fd7ee6664d12cc870fa67669ef
|
3 |
+
size 1064
|
run-21/checkpoint-1120/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-21/checkpoint-1120/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-21/checkpoint-1120/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-21/checkpoint-1120/trainer_state.json
ADDED
@@ -0,0 +1,166 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7662745098039215,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-21/checkpoint-800",
|
4 |
+
"epoch": 7.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1120,
|
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": 1.839683175086975,
|
14 |
+
"learning_rate": 0.0004864196945990802,
|
15 |
+
"loss": 0.5129,
|
16 |
+
"step": 160
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.6666666666666666,
|
21 |
+
"eval_f1": 0.0,
|
22 |
+
"eval_loss": 0.5049448609352112,
|
23 |
+
"eval_mcc": 0.0,
|
24 |
+
"eval_precision": 0.0,
|
25 |
+
"eval_recall": 0.0,
|
26 |
+
"eval_runtime": 1.8683,
|
27 |
+
"eval_samples_per_second": 682.449,
|
28 |
+
"eval_steps_per_second": 21.41,
|
29 |
+
"step": 160
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 1.1274871826171875,
|
34 |
+
"learning_rate": 0.0004053497454992336,
|
35 |
+
"loss": 0.4794,
|
36 |
+
"step": 320
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.7050980392156863,
|
41 |
+
"eval_f1": 0.26848249027237353,
|
42 |
+
"eval_loss": 0.45544198155403137,
|
43 |
+
"eval_mcc": 0.2568204849073838,
|
44 |
+
"eval_precision": 0.7752808988764045,
|
45 |
+
"eval_recall": 0.1623529411764706,
|
46 |
+
"eval_runtime": 2.1369,
|
47 |
+
"eval_samples_per_second": 596.661,
|
48 |
+
"eval_steps_per_second": 18.719,
|
49 |
+
"step": 320
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 1.5591638088226318,
|
54 |
+
"learning_rate": 0.00032427979639938683,
|
55 |
+
"loss": 0.4627,
|
56 |
+
"step": 480
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.7333333333333333,
|
61 |
+
"eval_f1": 0.470404984423676,
|
62 |
+
"eval_loss": 0.44455307722091675,
|
63 |
+
"eval_mcc": 0.34827660665065835,
|
64 |
+
"eval_precision": 0.695852534562212,
|
65 |
+
"eval_recall": 0.3552941176470588,
|
66 |
+
"eval_runtime": 1.8876,
|
67 |
+
"eval_samples_per_second": 675.477,
|
68 |
+
"eval_steps_per_second": 21.191,
|
69 |
+
"step": 480
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 0.6579329371452332,
|
74 |
+
"learning_rate": 0.0002432098472995401,
|
75 |
+
"loss": 0.4529,
|
76 |
+
"step": 640
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.7239215686274509,
|
81 |
+
"eval_f1": 0.38461538461538464,
|
82 |
+
"eval_loss": 0.4378909468650818,
|
83 |
+
"eval_mcc": 0.31777730290612743,
|
84 |
+
"eval_precision": 0.7482993197278912,
|
85 |
+
"eval_recall": 0.25882352941176473,
|
86 |
+
"eval_runtime": 1.8818,
|
87 |
+
"eval_samples_per_second": 677.548,
|
88 |
+
"eval_steps_per_second": 21.256,
|
89 |
+
"step": 640
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 1.6731197834014893,
|
94 |
+
"learning_rate": 0.00016213989819969341,
|
95 |
+
"loss": 0.4444,
|
96 |
+
"step": 800
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.7662745098039215,
|
101 |
+
"eval_f1": 0.5906593406593407,
|
102 |
+
"eval_loss": 0.4348558187484741,
|
103 |
+
"eval_mcc": 0.4456117783291848,
|
104 |
+
"eval_precision": 0.7095709570957096,
|
105 |
+
"eval_recall": 0.5058823529411764,
|
106 |
+
"eval_runtime": 1.8669,
|
107 |
+
"eval_samples_per_second": 682.95,
|
108 |
+
"eval_steps_per_second": 21.426,
|
109 |
+
"step": 800
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 1.8448941707611084,
|
114 |
+
"learning_rate": 8.106994909984671e-05,
|
115 |
+
"loss": 0.4415,
|
116 |
+
"step": 960
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_accuracy": 0.7623529411764706,
|
121 |
+
"eval_f1": 0.5738396624472574,
|
122 |
+
"eval_loss": 0.4331771433353424,
|
123 |
+
"eval_mcc": 0.4334324670996623,
|
124 |
+
"eval_precision": 0.7132867132867133,
|
125 |
+
"eval_recall": 0.48,
|
126 |
+
"eval_runtime": 1.8638,
|
127 |
+
"eval_samples_per_second": 684.078,
|
128 |
+
"eval_steps_per_second": 21.461,
|
129 |
+
"step": 960
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 7.0,
|
133 |
+
"grad_norm": 1.8716546297073364,
|
134 |
+
"learning_rate": 0.0,
|
135 |
+
"loss": 0.436,
|
136 |
+
"step": 1120
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 7.0,
|
140 |
+
"eval_accuracy": 0.7654901960784314,
|
141 |
+
"eval_f1": 0.5672937771345876,
|
142 |
+
"eval_loss": 0.4309416115283966,
|
143 |
+
"eval_mcc": 0.4394955402199731,
|
144 |
+
"eval_precision": 0.7368421052631579,
|
145 |
+
"eval_recall": 0.4611764705882353,
|
146 |
+
"eval_runtime": 1.8706,
|
147 |
+
"eval_samples_per_second": 681.61,
|
148 |
+
"eval_steps_per_second": 21.384,
|
149 |
+
"step": 1120
|
150 |
+
}
|
151 |
+
],
|
152 |
+
"logging_steps": 500,
|
153 |
+
"max_steps": 1120,
|
154 |
+
"num_input_tokens_seen": 0,
|
155 |
+
"num_train_epochs": 7,
|
156 |
+
"save_steps": 500,
|
157 |
+
"total_flos": 2042288065440.0,
|
158 |
+
"train_batch_size": 32,
|
159 |
+
"trial_name": null,
|
160 |
+
"trial_params": {
|
161 |
+
"alpha": 0.7976867614913634,
|
162 |
+
"learning_rate": 0.000567489643698927,
|
163 |
+
"num_train_epochs": 7,
|
164 |
+
"temperature": 7
|
165 |
+
}
|
166 |
+
}
|
run-21/checkpoint-1120/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e5a10da45ab9beb7193e8bc6df0a14cafbfd391046ad158e32733c8d41e28621
|
3 |
+
size 5048
|
run-21/checkpoint-1120/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-21/checkpoint-800/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": "4.40.0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-21/checkpoint-800/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:de8dd056692469eb3db48a8ddae7419c9930067e596f28a0a89e285d3198160b
|
3 |
+
size 17549312
|
run-21/checkpoint-800/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d032f7055818af670df61de9e8f8f381c5a1beaff16e83e7447cba782ec7fda8
|
3 |
+
size 35123898
|
run-21/checkpoint-800/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4ace9fbf746198b511b010eea6f5f472699d26cf6b3b3dc0129b41ac522dca49
|
3 |
+
size 14308
|
run-21/checkpoint-800/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4c68ba0550c463dbfd55f2de2cc02d95f96ee8b5aaea1e194b9287e19f4e94f5
|
3 |
+
size 1064
|
run-21/checkpoint-800/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-21/checkpoint-800/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-21/checkpoint-800/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-21/checkpoint-800/trainer_state.json
ADDED
@@ -0,0 +1,126 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7662745098039215,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-21/checkpoint-800",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 800,
|
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": 1.839683175086975,
|
14 |
+
"learning_rate": 0.0004864196945990802,
|
15 |
+
"loss": 0.5129,
|
16 |
+
"step": 160
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.6666666666666666,
|
21 |
+
"eval_f1": 0.0,
|
22 |
+
"eval_loss": 0.5049448609352112,
|
23 |
+
"eval_mcc": 0.0,
|
24 |
+
"eval_precision": 0.0,
|
25 |
+
"eval_recall": 0.0,
|
26 |
+
"eval_runtime": 1.8683,
|
27 |
+
"eval_samples_per_second": 682.449,
|
28 |
+
"eval_steps_per_second": 21.41,
|
29 |
+
"step": 160
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 1.1274871826171875,
|
34 |
+
"learning_rate": 0.0004053497454992336,
|
35 |
+
"loss": 0.4794,
|
36 |
+
"step": 320
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.7050980392156863,
|
41 |
+
"eval_f1": 0.26848249027237353,
|
42 |
+
"eval_loss": 0.45544198155403137,
|
43 |
+
"eval_mcc": 0.2568204849073838,
|
44 |
+
"eval_precision": 0.7752808988764045,
|
45 |
+
"eval_recall": 0.1623529411764706,
|
46 |
+
"eval_runtime": 2.1369,
|
47 |
+
"eval_samples_per_second": 596.661,
|
48 |
+
"eval_steps_per_second": 18.719,
|
49 |
+
"step": 320
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 1.5591638088226318,
|
54 |
+
"learning_rate": 0.00032427979639938683,
|
55 |
+
"loss": 0.4627,
|
56 |
+
"step": 480
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.7333333333333333,
|
61 |
+
"eval_f1": 0.470404984423676,
|
62 |
+
"eval_loss": 0.44455307722091675,
|
63 |
+
"eval_mcc": 0.34827660665065835,
|
64 |
+
"eval_precision": 0.695852534562212,
|
65 |
+
"eval_recall": 0.3552941176470588,
|
66 |
+
"eval_runtime": 1.8876,
|
67 |
+
"eval_samples_per_second": 675.477,
|
68 |
+
"eval_steps_per_second": 21.191,
|
69 |
+
"step": 480
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 0.6579329371452332,
|
74 |
+
"learning_rate": 0.0002432098472995401,
|
75 |
+
"loss": 0.4529,
|
76 |
+
"step": 640
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.7239215686274509,
|
81 |
+
"eval_f1": 0.38461538461538464,
|
82 |
+
"eval_loss": 0.4378909468650818,
|
83 |
+
"eval_mcc": 0.31777730290612743,
|
84 |
+
"eval_precision": 0.7482993197278912,
|
85 |
+
"eval_recall": 0.25882352941176473,
|
86 |
+
"eval_runtime": 1.8818,
|
87 |
+
"eval_samples_per_second": 677.548,
|
88 |
+
"eval_steps_per_second": 21.256,
|
89 |
+
"step": 640
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 1.6731197834014893,
|
94 |
+
"learning_rate": 0.00016213989819969341,
|
95 |
+
"loss": 0.4444,
|
96 |
+
"step": 800
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.7662745098039215,
|
101 |
+
"eval_f1": 0.5906593406593407,
|
102 |
+
"eval_loss": 0.4348558187484741,
|
103 |
+
"eval_mcc": 0.4456117783291848,
|
104 |
+
"eval_precision": 0.7095709570957096,
|
105 |
+
"eval_recall": 0.5058823529411764,
|
106 |
+
"eval_runtime": 1.8669,
|
107 |
+
"eval_samples_per_second": 682.95,
|
108 |
+
"eval_steps_per_second": 21.426,
|
109 |
+
"step": 800
|
110 |
+
}
|
111 |
+
],
|
112 |
+
"logging_steps": 500,
|
113 |
+
"max_steps": 1120,
|
114 |
+
"num_input_tokens_seen": 0,
|
115 |
+
"num_train_epochs": 7,
|
116 |
+
"save_steps": 500,
|
117 |
+
"total_flos": 1458777189600.0,
|
118 |
+
"train_batch_size": 32,
|
119 |
+
"trial_name": null,
|
120 |
+
"trial_params": {
|
121 |
+
"alpha": 0.7976867614913634,
|
122 |
+
"learning_rate": 0.000567489643698927,
|
123 |
+
"num_train_epochs": 7,
|
124 |
+
"temperature": 7
|
125 |
+
}
|
126 |
+
}
|
run-21/checkpoint-800/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e5a10da45ab9beb7193e8bc6df0a14cafbfd391046ad158e32733c8d41e28621
|
3 |
+
size 5048
|
run-21/checkpoint-800/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-22/checkpoint-160/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": "4.40.0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-22/checkpoint-160/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ae51431d9fe3f60e7687652688dd2e8ffafcb9ba817aeb6283a2a7b0f46ccdce
|
3 |
+
size 17549312
|
run-22/checkpoint-160/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:21059efa12fd5452d1641984e8c5f0e2c02ad2d2ce70fd245aba343f550f7030
|
3 |
+
size 35123898
|
run-22/checkpoint-160/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0792eaff268dd73c8e104b5060a487f4ef56535ad3b58888006338b8bc298137
|
3 |
+
size 14308
|
run-22/checkpoint-160/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e959888f6382fd85276cb490b45b912edfa7ca59fcdea440300b4cf19e2b69e3
|
3 |
+
size 1064
|
run-22/checkpoint-160/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-22/checkpoint-160/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-22/checkpoint-160/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-22/checkpoint-160/trainer_state.json
ADDED
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.6666666666666666,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-22/checkpoint-160",
|
4 |
+
"epoch": 1.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 160,
|
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": 1.2584645748138428,
|
14 |
+
"learning_rate": 0.0005238544684591053,
|
15 |
+
"loss": 0.523,
|
16 |
+
"step": 160
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.6666666666666666,
|
21 |
+
"eval_f1": 0.0,
|
22 |
+
"eval_loss": 0.5000438690185547,
|
23 |
+
"eval_mcc": 0.0,
|
24 |
+
"eval_precision": 0.0,
|
25 |
+
"eval_recall": 0.0,
|
26 |
+
"eval_runtime": 1.8508,
|
27 |
+
"eval_samples_per_second": 688.899,
|
28 |
+
"eval_steps_per_second": 21.613,
|
29 |
+
"step": 160
|
30 |
+
}
|
31 |
+
],
|
32 |
+
"logging_steps": 500,
|
33 |
+
"max_steps": 1120,
|
34 |
+
"num_input_tokens_seen": 0,
|
35 |
+
"num_train_epochs": 7,
|
36 |
+
"save_steps": 500,
|
37 |
+
"total_flos": 291755437920.0,
|
38 |
+
"train_batch_size": 32,
|
39 |
+
"trial_name": null,
|
40 |
+
"trial_params": {
|
41 |
+
"alpha": 0.8090051353443698,
|
42 |
+
"learning_rate": 0.0006111635465356229,
|
43 |
+
"num_train_epochs": 7,
|
44 |
+
"temperature": 8
|
45 |
+
}
|
46 |
+
}
|
run-22/checkpoint-160/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d1a8098f7251a2f71a88aa1f7db7427de9a809ac3810e9c0fad6ad2fc80cdcfa
|
3 |
+
size 5048
|
run-22/checkpoint-160/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 5048
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d1a8098f7251a2f71a88aa1f7db7427de9a809ac3810e9c0fad6ad2fc80cdcfa
|
3 |
size 5048
|