Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1709715985.adc675a344d5.67573.2 +2 -2
- logs/events.out.tfevents.1709716821.adc675a344d5.67573.3 +3 -0
- model.safetensors +1 -1
- run-1/checkpoint-576/config.json +34 -0
- run-1/checkpoint-576/model.safetensors +3 -0
- run-1/checkpoint-576/optimizer.pt +3 -0
- run-1/checkpoint-576/rng_state.pth +3 -0
- run-1/checkpoint-576/scheduler.pt +3 -0
- run-1/checkpoint-576/special_tokens_map.json +7 -0
- run-1/checkpoint-576/tokenizer.json +0 -0
- run-1/checkpoint-576/tokenizer_config.json +57 -0
- run-1/checkpoint-576/trainer_state.json +140 -0
- run-1/checkpoint-576/training_args.bin +3 -0
- run-1/checkpoint-576/vocab.txt +0 -0
- run-1/checkpoint-672/config.json +34 -0
- run-1/checkpoint-672/model.safetensors +3 -0
- run-1/checkpoint-672/optimizer.pt +3 -0
- run-1/checkpoint-672/rng_state.pth +3 -0
- run-1/checkpoint-672/scheduler.pt +3 -0
- run-1/checkpoint-672/special_tokens_map.json +7 -0
- run-1/checkpoint-672/tokenizer.json +0 -0
- run-1/checkpoint-672/tokenizer_config.json +57 -0
- run-1/checkpoint-672/trainer_state.json +159 -0
- run-1/checkpoint-672/training_args.bin +3 -0
- run-1/checkpoint-672/vocab.txt +0 -0
- run-2/checkpoint-96/model.safetensors +1 -1
- run-2/checkpoint-96/optimizer.pt +1 -1
- run-2/checkpoint-96/scheduler.pt +1 -1
- run-2/checkpoint-96/trainer_state.json +18 -18
- run-2/checkpoint-96/training_args.bin +1 -1
- training_args.bin +1 -1
logs/events.out.tfevents.1709715985.adc675a344d5.67573.2
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 sha256:75dcb09ad5d87fa173598de0cb304e037191d17fa52f63d2678b128f1a3bea2d
|
3 |
+
size 9765
|
logs/events.out.tfevents.1709716821.adc675a344d5.67573.3
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4cfec70353e1792393f9035254bbeb24c0f5630ab9c360b83e0ba97f5cb09f47
|
3 |
+
size 5314
|
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 sha256:12de485927495a54a42aa2b293b0adf412d00170117941f81fbe4835dce02946
|
3 |
size 17549312
|
run-1/checkpoint-576/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-1/checkpoint-576/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:474886eddcc483c10f2108ad7b1acefb8cec7c1c33b79fd9734ccf4b673298cf
|
3 |
+
size 17549312
|
run-1/checkpoint-576/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9b7310314ec6230e52339beb4c4ba7c73aa19dc8903f9d01cfaeac54bd923800
|
3 |
+
size 35122746
|
run-1/checkpoint-576/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4d4ad45514321df5f64172bb2de61ac319a093d9f31cf01031977fb88be20551
|
3 |
+
size 14054
|
run-1/checkpoint-576/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:36d6023f1f77dae10d4ac56a76a2f9c7283c3168999cd68db2690e4268c4e92e
|
3 |
+
size 1064
|
run-1/checkpoint-576/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-1/checkpoint-576/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-576/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-1/checkpoint-576/trainer_state.json
ADDED
@@ -0,0 +1,140 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8160469667318982,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-576",
|
4 |
+
"epoch": 6.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 576,
|
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": 1.0269759893417358,
|
14 |
+
"learning_rate": 5.9043684647359026e-05,
|
15 |
+
"loss": 0.5339,
|
16 |
+
"step": 96
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7035225048923679,
|
21 |
+
"eval_f1": 0.6651933701657459,
|
22 |
+
"eval_loss": 0.4725688099861145,
|
23 |
+
"eval_precision": 0.7639593908629442,
|
24 |
+
"eval_recall": 0.589041095890411,
|
25 |
+
"eval_runtime": 28.4268,
|
26 |
+
"eval_samples_per_second": 35.952,
|
27 |
+
"eval_steps_per_second": 1.126,
|
28 |
+
"step": 96
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 2.0,
|
32 |
+
"grad_norm": 1.4684391021728516,
|
33 |
+
"learning_rate": 4.920307053946586e-05,
|
34 |
+
"loss": 0.4589,
|
35 |
+
"step": 192
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 2.0,
|
39 |
+
"eval_accuracy": 0.7563600782778865,
|
40 |
+
"eval_f1": 0.7537091988130563,
|
41 |
+
"eval_loss": 0.4252457022666931,
|
42 |
+
"eval_precision": 0.762,
|
43 |
+
"eval_recall": 0.7455968688845401,
|
44 |
+
"eval_runtime": 28.3965,
|
45 |
+
"eval_samples_per_second": 35.99,
|
46 |
+
"eval_steps_per_second": 1.127,
|
47 |
+
"step": 192
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 3.0,
|
51 |
+
"grad_norm": 1.83766770362854,
|
52 |
+
"learning_rate": 3.9362456431572686e-05,
|
53 |
+
"loss": 0.4336,
|
54 |
+
"step": 288
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 3.0,
|
58 |
+
"eval_accuracy": 0.8013698630136986,
|
59 |
+
"eval_f1": 0.8122109158186863,
|
60 |
+
"eval_loss": 0.41349494457244873,
|
61 |
+
"eval_precision": 0.7701754385964912,
|
62 |
+
"eval_recall": 0.8590998043052838,
|
63 |
+
"eval_runtime": 28.5368,
|
64 |
+
"eval_samples_per_second": 35.813,
|
65 |
+
"eval_steps_per_second": 1.121,
|
66 |
+
"step": 288
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 4.0,
|
70 |
+
"grad_norm": 1.8088363409042358,
|
71 |
+
"learning_rate": 2.9521842323679513e-05,
|
72 |
+
"loss": 0.424,
|
73 |
+
"step": 384
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 4.0,
|
77 |
+
"eval_accuracy": 0.7945205479452054,
|
78 |
+
"eval_f1": 0.7965116279069767,
|
79 |
+
"eval_loss": 0.40849176049232483,
|
80 |
+
"eval_precision": 0.7888675623800384,
|
81 |
+
"eval_recall": 0.8043052837573386,
|
82 |
+
"eval_runtime": 29.2183,
|
83 |
+
"eval_samples_per_second": 34.978,
|
84 |
+
"eval_steps_per_second": 1.095,
|
85 |
+
"step": 384
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 5.0,
|
89 |
+
"grad_norm": 1.6147538423538208,
|
90 |
+
"learning_rate": 1.9681228215786343e-05,
|
91 |
+
"loss": 0.4186,
|
92 |
+
"step": 480
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 5.0,
|
96 |
+
"eval_accuracy": 0.8062622309197651,
|
97 |
+
"eval_f1": 0.818014705882353,
|
98 |
+
"eval_loss": 0.40458473563194275,
|
99 |
+
"eval_precision": 0.7712305025996534,
|
100 |
+
"eval_recall": 0.8708414872798435,
|
101 |
+
"eval_runtime": 30.48,
|
102 |
+
"eval_samples_per_second": 33.53,
|
103 |
+
"eval_steps_per_second": 1.05,
|
104 |
+
"step": 480
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 6.0,
|
108 |
+
"grad_norm": 3.4918863773345947,
|
109 |
+
"learning_rate": 9.840614107893172e-06,
|
110 |
+
"loss": 0.4148,
|
111 |
+
"step": 576
|
112 |
+
},
|
113 |
+
{
|
114 |
+
"epoch": 6.0,
|
115 |
+
"eval_accuracy": 0.8160469667318982,
|
116 |
+
"eval_f1": 0.8312387791741472,
|
117 |
+
"eval_loss": 0.40512770414352417,
|
118 |
+
"eval_precision": 0.7678275290215588,
|
119 |
+
"eval_recall": 0.9060665362035225,
|
120 |
+
"eval_runtime": 30.2589,
|
121 |
+
"eval_samples_per_second": 33.775,
|
122 |
+
"eval_steps_per_second": 1.058,
|
123 |
+
"step": 576
|
124 |
+
}
|
125 |
+
],
|
126 |
+
"logging_steps": 500,
|
127 |
+
"max_steps": 672,
|
128 |
+
"num_input_tokens_seen": 0,
|
129 |
+
"num_train_epochs": 7,
|
130 |
+
"save_steps": 500,
|
131 |
+
"total_flos": 1414171183680.0,
|
132 |
+
"train_batch_size": 32,
|
133 |
+
"trial_name": null,
|
134 |
+
"trial_params": {
|
135 |
+
"alpha": 0.7341280696937652,
|
136 |
+
"learning_rate": 6.88842987552522e-05,
|
137 |
+
"num_train_epochs": 7,
|
138 |
+
"temperature": 8
|
139 |
+
}
|
140 |
+
}
|
run-1/checkpoint-576/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:846c082dceab6915234c6a2aabd837d23103edc099022b8d844818635e620020
|
3 |
+
size 4920
|
run-1/checkpoint-576/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-672/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-1/checkpoint-672/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:933bac358a29fe312e1f41c4fc929c6e84f13b17a142c5532d9a712db3dc486c
|
3 |
+
size 17549312
|
run-1/checkpoint-672/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:20412691f28d9c93e83ba6a77e3281cc56e7cd7d1f034a6feea42daceca483f4
|
3 |
+
size 35122746
|
run-1/checkpoint-672/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a39c6918f3fd24e7a04a4220bba5fcc478d9db2386daee293756dba26ecf21ac
|
3 |
+
size 14054
|
run-1/checkpoint-672/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7a1def38e3d0091ae61fc1a9daff613116fc2c57d2522dab2e3fd226f81b3f4f
|
3 |
+
size 1064
|
run-1/checkpoint-672/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-1/checkpoint-672/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-672/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-1/checkpoint-672/trainer_state.json
ADDED
@@ -0,0 +1,159 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8160469667318982,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-576",
|
4 |
+
"epoch": 7.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 672,
|
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": 1.0269759893417358,
|
14 |
+
"learning_rate": 5.9043684647359026e-05,
|
15 |
+
"loss": 0.5339,
|
16 |
+
"step": 96
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7035225048923679,
|
21 |
+
"eval_f1": 0.6651933701657459,
|
22 |
+
"eval_loss": 0.4725688099861145,
|
23 |
+
"eval_precision": 0.7639593908629442,
|
24 |
+
"eval_recall": 0.589041095890411,
|
25 |
+
"eval_runtime": 28.4268,
|
26 |
+
"eval_samples_per_second": 35.952,
|
27 |
+
"eval_steps_per_second": 1.126,
|
28 |
+
"step": 96
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 2.0,
|
32 |
+
"grad_norm": 1.4684391021728516,
|
33 |
+
"learning_rate": 4.920307053946586e-05,
|
34 |
+
"loss": 0.4589,
|
35 |
+
"step": 192
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 2.0,
|
39 |
+
"eval_accuracy": 0.7563600782778865,
|
40 |
+
"eval_f1": 0.7537091988130563,
|
41 |
+
"eval_loss": 0.4252457022666931,
|
42 |
+
"eval_precision": 0.762,
|
43 |
+
"eval_recall": 0.7455968688845401,
|
44 |
+
"eval_runtime": 28.3965,
|
45 |
+
"eval_samples_per_second": 35.99,
|
46 |
+
"eval_steps_per_second": 1.127,
|
47 |
+
"step": 192
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 3.0,
|
51 |
+
"grad_norm": 1.83766770362854,
|
52 |
+
"learning_rate": 3.9362456431572686e-05,
|
53 |
+
"loss": 0.4336,
|
54 |
+
"step": 288
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 3.0,
|
58 |
+
"eval_accuracy": 0.8013698630136986,
|
59 |
+
"eval_f1": 0.8122109158186863,
|
60 |
+
"eval_loss": 0.41349494457244873,
|
61 |
+
"eval_precision": 0.7701754385964912,
|
62 |
+
"eval_recall": 0.8590998043052838,
|
63 |
+
"eval_runtime": 28.5368,
|
64 |
+
"eval_samples_per_second": 35.813,
|
65 |
+
"eval_steps_per_second": 1.121,
|
66 |
+
"step": 288
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 4.0,
|
70 |
+
"grad_norm": 1.8088363409042358,
|
71 |
+
"learning_rate": 2.9521842323679513e-05,
|
72 |
+
"loss": 0.424,
|
73 |
+
"step": 384
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 4.0,
|
77 |
+
"eval_accuracy": 0.7945205479452054,
|
78 |
+
"eval_f1": 0.7965116279069767,
|
79 |
+
"eval_loss": 0.40849176049232483,
|
80 |
+
"eval_precision": 0.7888675623800384,
|
81 |
+
"eval_recall": 0.8043052837573386,
|
82 |
+
"eval_runtime": 29.2183,
|
83 |
+
"eval_samples_per_second": 34.978,
|
84 |
+
"eval_steps_per_second": 1.095,
|
85 |
+
"step": 384
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 5.0,
|
89 |
+
"grad_norm": 1.6147538423538208,
|
90 |
+
"learning_rate": 1.9681228215786343e-05,
|
91 |
+
"loss": 0.4186,
|
92 |
+
"step": 480
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 5.0,
|
96 |
+
"eval_accuracy": 0.8062622309197651,
|
97 |
+
"eval_f1": 0.818014705882353,
|
98 |
+
"eval_loss": 0.40458473563194275,
|
99 |
+
"eval_precision": 0.7712305025996534,
|
100 |
+
"eval_recall": 0.8708414872798435,
|
101 |
+
"eval_runtime": 30.48,
|
102 |
+
"eval_samples_per_second": 33.53,
|
103 |
+
"eval_steps_per_second": 1.05,
|
104 |
+
"step": 480
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 6.0,
|
108 |
+
"grad_norm": 3.4918863773345947,
|
109 |
+
"learning_rate": 9.840614107893172e-06,
|
110 |
+
"loss": 0.4148,
|
111 |
+
"step": 576
|
112 |
+
},
|
113 |
+
{
|
114 |
+
"epoch": 6.0,
|
115 |
+
"eval_accuracy": 0.8160469667318982,
|
116 |
+
"eval_f1": 0.8312387791741472,
|
117 |
+
"eval_loss": 0.40512770414352417,
|
118 |
+
"eval_precision": 0.7678275290215588,
|
119 |
+
"eval_recall": 0.9060665362035225,
|
120 |
+
"eval_runtime": 30.2589,
|
121 |
+
"eval_samples_per_second": 33.775,
|
122 |
+
"eval_steps_per_second": 1.058,
|
123 |
+
"step": 576
|
124 |
+
},
|
125 |
+
{
|
126 |
+
"epoch": 7.0,
|
127 |
+
"grad_norm": 1.9054783582687378,
|
128 |
+
"learning_rate": 0.0,
|
129 |
+
"loss": 0.4095,
|
130 |
+
"step": 672
|
131 |
+
},
|
132 |
+
{
|
133 |
+
"epoch": 7.0,
|
134 |
+
"eval_accuracy": 0.8140900195694716,
|
135 |
+
"eval_f1": 0.8269581056466302,
|
136 |
+
"eval_loss": 0.4025559723377228,
|
137 |
+
"eval_precision": 0.7734241908006815,
|
138 |
+
"eval_recall": 0.8884540117416829,
|
139 |
+
"eval_runtime": 29.9441,
|
140 |
+
"eval_samples_per_second": 34.13,
|
141 |
+
"eval_steps_per_second": 1.069,
|
142 |
+
"step": 672
|
143 |
+
}
|
144 |
+
],
|
145 |
+
"logging_steps": 500,
|
146 |
+
"max_steps": 672,
|
147 |
+
"num_input_tokens_seen": 0,
|
148 |
+
"num_train_epochs": 7,
|
149 |
+
"save_steps": 500,
|
150 |
+
"total_flos": 1649866380960.0,
|
151 |
+
"train_batch_size": 32,
|
152 |
+
"trial_name": null,
|
153 |
+
"trial_params": {
|
154 |
+
"alpha": 0.7341280696937652,
|
155 |
+
"learning_rate": 6.88842987552522e-05,
|
156 |
+
"num_train_epochs": 7,
|
157 |
+
"temperature": 8
|
158 |
+
}
|
159 |
+
}
|
run-1/checkpoint-672/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:846c082dceab6915234c6a2aabd837d23103edc099022b8d844818635e620020
|
3 |
+
size 4920
|
run-1/checkpoint-672/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-2/checkpoint-96/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 sha256:12de485927495a54a42aa2b293b0adf412d00170117941f81fbe4835dce02946
|
3 |
size 17549312
|
run-2/checkpoint-96/optimizer.pt
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 35122746
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:54062a3bdb564650b4d45cbadb566f422765f4cfb994c34b40c126e7ea2017ac
|
3 |
size 35122746
|
run-2/checkpoint-96/scheduler.pt
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1064
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0c79e750cc582cae4735d180e15f64e99d57267a624826e5fed0ad71eed76c34
|
3 |
size 1064
|
run-2/checkpoint-96/trainer_state.json
CHANGED
@@ -1,5 +1,5 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-2/checkpoint-96",
|
4 |
"epoch": 1.0,
|
5 |
"eval_steps": 500,
|
@@ -10,36 +10,36 @@
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 1.0,
|
13 |
-
"grad_norm":
|
14 |
-
"learning_rate":
|
15 |
-
"loss": 0.
|
16 |
"step": 96
|
17 |
},
|
18 |
{
|
19 |
"epoch": 1.0,
|
20 |
-
"eval_accuracy": 0.
|
21 |
-
"eval_f1": 0.
|
22 |
-
"eval_loss": 0.
|
23 |
-
"eval_precision": 0.
|
24 |
-
"eval_recall":
|
25 |
-
"eval_runtime": 28.
|
26 |
-
"eval_samples_per_second":
|
27 |
-
"eval_steps_per_second": 1.
|
28 |
"step": 96
|
29 |
}
|
30 |
],
|
31 |
"logging_steps": 500,
|
32 |
-
"max_steps":
|
33 |
"num_input_tokens_seen": 0,
|
34 |
-
"num_train_epochs":
|
35 |
"save_steps": 500,
|
36 |
"total_flos": 235695197280.0,
|
37 |
"train_batch_size": 32,
|
38 |
"trial_name": null,
|
39 |
"trial_params": {
|
40 |
-
"alpha": 0.
|
41 |
-
"learning_rate":
|
42 |
-
"num_train_epochs":
|
43 |
-
"temperature":
|
44 |
}
|
45 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.5499021526418787,
|
3 |
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-2/checkpoint-96",
|
4 |
"epoch": 1.0,
|
5 |
"eval_steps": 500,
|
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 1.0,
|
13 |
+
"grad_norm": 0.663398027420044,
|
14 |
+
"learning_rate": 0.00027867701883546326,
|
15 |
+
"loss": 0.2787,
|
16 |
"step": 96
|
17 |
},
|
18 |
{
|
19 |
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.5499021526418787,
|
21 |
+
"eval_f1": 0.24092409240924093,
|
22 |
+
"eval_loss": 0.25340619683265686,
|
23 |
+
"eval_precision": 0.7684210526315789,
|
24 |
+
"eval_recall": 0.14285714285714285,
|
25 |
+
"eval_runtime": 28.5207,
|
26 |
+
"eval_samples_per_second": 35.834,
|
27 |
+
"eval_steps_per_second": 1.122,
|
28 |
"step": 96
|
29 |
}
|
30 |
],
|
31 |
"logging_steps": 500,
|
32 |
+
"max_steps": 864,
|
33 |
"num_input_tokens_seen": 0,
|
34 |
+
"num_train_epochs": 9,
|
35 |
"save_steps": 500,
|
36 |
"total_flos": 235695197280.0,
|
37 |
"train_batch_size": 32,
|
38 |
"trial_name": null,
|
39 |
"trial_params": {
|
40 |
+
"alpha": 0.3483609408663828,
|
41 |
+
"learning_rate": 0.0003135116461898962,
|
42 |
+
"num_train_epochs": 9,
|
43 |
+
"temperature": 7
|
44 |
}
|
45 |
}
|
run-2/checkpoint-96/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:f7adcc08e8d37cad0335688bbf483a90600b348a62bf08e2b72452e95967f2a4
|
3 |
size 4920
|
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:f7adcc08e8d37cad0335688bbf483a90600b348a62bf08e2b72452e95967f2a4
|
3 |
size 4920
|