wennycooper commited on
Commit
7885f92
1 Parent(s): eada48d

Training in progress, epoch 3

Browse files
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ef0d6ddff4e2ee5ac7477ba4d65bd74537573a771cf4f7a0eda6c9fcaa9bedf2
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:50e6404065800fe1acdfffd268329dffb2b55a39aba2e9d5d1d81daba4a8cf9b
3
  size 267832560
run-3/checkpoint-6414/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "distilbert-base-uncased",
3
+ "activation": "gelu",
4
+ "architectures": [
5
+ "DistilBertForSequenceClassification"
6
+ ],
7
+ "attention_dropout": 0.1,
8
+ "dim": 768,
9
+ "dropout": 0.1,
10
+ "hidden_dim": 3072,
11
+ "initializer_range": 0.02,
12
+ "max_position_embeddings": 512,
13
+ "model_type": "distilbert",
14
+ "n_heads": 12,
15
+ "n_layers": 6,
16
+ "pad_token_id": 0,
17
+ "problem_type": "single_label_classification",
18
+ "qa_dropout": 0.1,
19
+ "seq_classif_dropout": 0.2,
20
+ "sinusoidal_pos_embds": false,
21
+ "tie_weights_": true,
22
+ "torch_dtype": "float32",
23
+ "transformers_version": "4.44.0",
24
+ "vocab_size": 30522
25
+ }
run-3/checkpoint-6414/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:50e6404065800fe1acdfffd268329dffb2b55a39aba2e9d5d1d81daba4a8cf9b
3
+ size 267832560
run-3/checkpoint-6414/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:06c8b5378cb023520699fa95b17a60cbb9663cb4d247e22ae68d2e8ac7e28f39
3
+ size 535727290
run-3/checkpoint-6414/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4f43152131e10c6c8143d67baee00885c80b1a35a86db3d8292e59d743842c36
3
+ size 14308
run-3/checkpoint-6414/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:621af0a7fcc16ccdb39831bc0bf468062820f7cf647ff0fd9c84f889477d1672
3
+ size 1064
run-3/checkpoint-6414/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-3/checkpoint-6414/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-3/checkpoint-6414/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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_lower_case": true,
47
+ "mask_token": "[MASK]",
48
+ "model_max_length": 512,
49
+ "pad_token": "[PAD]",
50
+ "sep_token": "[SEP]",
51
+ "strip_accents": null,
52
+ "tokenize_chinese_chars": true,
53
+ "tokenizer_class": "DistilBertTokenizer",
54
+ "unk_token": "[UNK]"
55
+ }
run-3/checkpoint-6414/trainer_state.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.5015847043424765,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-3/checkpoint-6414",
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 6414,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.23386342376052385,
13
+ "grad_norm": 9.916498184204102,
14
+ "learning_rate": 1.0352460846585169e-05,
15
+ "loss": 0.588,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 0.4677268475210477,
20
+ "grad_norm": 2.0442557334899902,
21
+ "learning_rate": 9.709610570468354e-06,
22
+ "loss": 0.5642,
23
+ "step": 1000
24
+ },
25
+ {
26
+ "epoch": 0.7015902712815716,
27
+ "grad_norm": 25.158737182617188,
28
+ "learning_rate": 9.066760294351542e-06,
29
+ "loss": 0.5358,
30
+ "step": 1500
31
+ },
32
+ {
33
+ "epoch": 0.9354536950420954,
34
+ "grad_norm": 21.2142276763916,
35
+ "learning_rate": 8.423910018234727e-06,
36
+ "loss": 0.5288,
37
+ "step": 2000
38
+ },
39
+ {
40
+ "epoch": 1.0,
41
+ "eval_loss": 0.6297594904899597,
42
+ "eval_matthews_correlation": 0.4181278600904661,
43
+ "eval_runtime": 0.8372,
44
+ "eval_samples_per_second": 1245.804,
45
+ "eval_steps_per_second": 78.833,
46
+ "step": 2138
47
+ },
48
+ {
49
+ "epoch": 1.1693171188026192,
50
+ "grad_norm": 40.90157699584961,
51
+ "learning_rate": 7.781059742117914e-06,
52
+ "loss": 0.4866,
53
+ "step": 2500
54
+ },
55
+ {
56
+ "epoch": 1.4031805425631432,
57
+ "grad_norm": 0.11679931730031967,
58
+ "learning_rate": 7.138209466001099e-06,
59
+ "loss": 0.4601,
60
+ "step": 3000
61
+ },
62
+ {
63
+ "epoch": 1.637043966323667,
64
+ "grad_norm": 9.670472145080566,
65
+ "learning_rate": 6.495359189884285e-06,
66
+ "loss": 0.4758,
67
+ "step": 3500
68
+ },
69
+ {
70
+ "epoch": 1.8709073900841908,
71
+ "grad_norm": 1.609247088432312,
72
+ "learning_rate": 5.852508913767472e-06,
73
+ "loss": 0.4517,
74
+ "step": 4000
75
+ },
76
+ {
77
+ "epoch": 2.0,
78
+ "eval_loss": 0.9118176102638245,
79
+ "eval_matthews_correlation": 0.4622674649892012,
80
+ "eval_runtime": 0.7476,
81
+ "eval_samples_per_second": 1395.206,
82
+ "eval_steps_per_second": 88.287,
83
+ "step": 4276
84
+ },
85
+ {
86
+ "epoch": 2.1047708138447145,
87
+ "grad_norm": 0.1278693974018097,
88
+ "learning_rate": 5.209658637650659e-06,
89
+ "loss": 0.3716,
90
+ "step": 4500
91
+ },
92
+ {
93
+ "epoch": 2.3386342376052385,
94
+ "grad_norm": 0.046489011496305466,
95
+ "learning_rate": 4.566808361533844e-06,
96
+ "loss": 0.3199,
97
+ "step": 5000
98
+ },
99
+ {
100
+ "epoch": 2.5724976613657624,
101
+ "grad_norm": 8.200950622558594,
102
+ "learning_rate": 3.923958085417031e-06,
103
+ "loss": 0.3667,
104
+ "step": 5500
105
+ },
106
+ {
107
+ "epoch": 2.8063610851262863,
108
+ "grad_norm": 0.06558237969875336,
109
+ "learning_rate": 3.281107809300217e-06,
110
+ "loss": 0.3323,
111
+ "step": 6000
112
+ },
113
+ {
114
+ "epoch": 3.0,
115
+ "eval_loss": 0.9285444021224976,
116
+ "eval_matthews_correlation": 0.5015847043424765,
117
+ "eval_runtime": 0.7214,
118
+ "eval_samples_per_second": 1445.788,
119
+ "eval_steps_per_second": 91.488,
120
+ "step": 6414
121
+ }
122
+ ],
123
+ "logging_steps": 500,
124
+ "max_steps": 8552,
125
+ "num_input_tokens_seen": 0,
126
+ "num_train_epochs": 4,
127
+ "save_steps": 500,
128
+ "stateful_callbacks": {
129
+ "TrainerControl": {
130
+ "args": {
131
+ "should_epoch_stop": false,
132
+ "should_evaluate": false,
133
+ "should_log": false,
134
+ "should_save": true,
135
+ "should_training_stop": false
136
+ },
137
+ "attributes": {}
138
+ }
139
+ },
140
+ "total_flos": 97881247513548.0,
141
+ "train_batch_size": 4,
142
+ "trial_name": null,
143
+ "trial_params": {
144
+ "learning_rate": 1.0995311122701982e-05,
145
+ "num_train_epochs": 4,
146
+ "per_device_train_batch_size": 4,
147
+ "seed": 21
148
+ }
149
+ }
run-3/checkpoint-6414/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e34730fac82fbb430a2d34761a01c6cb30b23aa40dc0ad7758d1ffd45727f8d7
3
+ size 5240
run-3/checkpoint-6414/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
runs/Aug17_02-11-34_b5f02c58e851/events.out.tfevents.1723863304.b5f02c58e851.301.5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1e02871ac9219eb985dfd18672fd140fd45fb31e8195f98eb5bc8ec7a966e7a2
3
- size 7888
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bee8593f570ba6f91cc2c1af4203feec0041170725da246e3aca0df65fa411ac
3
+ size 9067