shuvayanti commited on
Commit
56b858a
1 Parent(s): ebdd491

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:b0b38855305b8b377679c744001ad4e541cd22ed140e581d3752d0eff5f726f5
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fa7bcacfef2f532d8fee281c266e272a024c4d7d34ddf907105caa1561621a62
3
  size 267832560
run-1/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": "4.35.2",
24
+ "vocab_size": 30522
25
+ }
run-1/checkpoint-6414/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fa7bcacfef2f532d8fee281c266e272a024c4d7d34ddf907105caa1561621a62
3
+ size 267832560
run-1/checkpoint-6414/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c58d64526e87b949e5dcbe6f84cb6a6a92a2758eaa0ba92927dcada4b9e3a539
3
+ size 535727290
run-1/checkpoint-6414/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3ad2a20760e242235fbdf1287df7f93bec6cfe0b0a8aa29c1f1a8756fb491051
3
+ size 14244
run-1/checkpoint-6414/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7d4e32042a2237a42b53866ee789f007952bce14a4d9cc66a8286b913c5720fc
3
+ size 1064
run-1/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-1/checkpoint-6414/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-1/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-1/checkpoint-6414/trainer_state.json ADDED
@@ -0,0 +1,123 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.39150252536899116,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-1/checkpoint-4276",
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": 0.23,
13
+ "learning_rate": 1.3464482832056169e-06,
14
+ "loss": 0.6152,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 0.47,
19
+ "learning_rate": 1.2326126150279351e-06,
20
+ "loss": 0.5757,
21
+ "step": 1000
22
+ },
23
+ {
24
+ "epoch": 0.7,
25
+ "learning_rate": 1.1187769468502538e-06,
26
+ "loss": 0.5878,
27
+ "step": 1500
28
+ },
29
+ {
30
+ "epoch": 0.94,
31
+ "learning_rate": 1.0049412786725722e-06,
32
+ "loss": 0.5571,
33
+ "step": 2000
34
+ },
35
+ {
36
+ "epoch": 1.0,
37
+ "eval_loss": 0.5580433011054993,
38
+ "eval_matthews_correlation": 0.20334509429779915,
39
+ "eval_runtime": 0.5344,
40
+ "eval_samples_per_second": 1951.85,
41
+ "eval_steps_per_second": 123.511,
42
+ "step": 2138
43
+ },
44
+ {
45
+ "epoch": 1.17,
46
+ "learning_rate": 8.911056104948908e-07,
47
+ "loss": 0.5247,
48
+ "step": 2500
49
+ },
50
+ {
51
+ "epoch": 1.4,
52
+ "learning_rate": 7.772699423172092e-07,
53
+ "loss": 0.516,
54
+ "step": 3000
55
+ },
56
+ {
57
+ "epoch": 1.64,
58
+ "learning_rate": 6.634342741395277e-07,
59
+ "loss": 0.518,
60
+ "step": 3500
61
+ },
62
+ {
63
+ "epoch": 1.87,
64
+ "learning_rate": 5.495986059618463e-07,
65
+ "loss": 0.4983,
66
+ "step": 4000
67
+ },
68
+ {
69
+ "epoch": 2.0,
70
+ "eval_loss": 0.5595452189445496,
71
+ "eval_matthews_correlation": 0.39150252536899116,
72
+ "eval_runtime": 0.5424,
73
+ "eval_samples_per_second": 1922.955,
74
+ "eval_steps_per_second": 121.683,
75
+ "step": 4276
76
+ },
77
+ {
78
+ "epoch": 2.1,
79
+ "learning_rate": 4.357629377841647e-07,
80
+ "loss": 0.4985,
81
+ "step": 4500
82
+ },
83
+ {
84
+ "epoch": 2.34,
85
+ "learning_rate": 3.219272696064833e-07,
86
+ "loss": 0.4795,
87
+ "step": 5000
88
+ },
89
+ {
90
+ "epoch": 2.57,
91
+ "learning_rate": 2.080916014288018e-07,
92
+ "loss": 0.4954,
93
+ "step": 5500
94
+ },
95
+ {
96
+ "epoch": 2.81,
97
+ "learning_rate": 9.425593325112028e-08,
98
+ "loss": 0.4859,
99
+ "step": 6000
100
+ },
101
+ {
102
+ "epoch": 3.0,
103
+ "eval_loss": 0.5893857479095459,
104
+ "eval_matthews_correlation": 0.3883727168442722,
105
+ "eval_runtime": 0.5651,
106
+ "eval_samples_per_second": 1845.532,
107
+ "eval_steps_per_second": 116.783,
108
+ "step": 6414
109
+ }
110
+ ],
111
+ "logging_steps": 500,
112
+ "max_steps": 6414,
113
+ "num_train_epochs": 3,
114
+ "save_steps": 500,
115
+ "total_flos": 97693154156472.0,
116
+ "trial_name": null,
117
+ "trial_params": {
118
+ "learning_rate": 1.4602839513832982e-06,
119
+ "num_train_epochs": 3,
120
+ "per_device_train_batch_size": 4,
121
+ "seed": 39
122
+ }
123
+ }
run-1/checkpoint-6414/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fe22a8f836acb47a4fe883a7c62be708f1d34133b3d1e899a381776f9420739d
3
+ size 4664
run-1/checkpoint-6414/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
runs/Jan08_03-19-08_fe6f5592002e/events.out.tfevents.1704685074.fe6f5592002e.4919.3 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ed7d30ea936546f9edcbe07988f7862f50d387208134bcce069d5ef581fbb265
3
- size 6273
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d190d683bf700ad4c8858c1e79c446f84438278966f5e4bdba82e5a6f7b85d5
3
+ size 7433