ChrisZeng commited on
Commit
c2ddf15
1 Parent(s): 57fb000

Training in progress, epoch 5

Browse files
checkpoint-1055/config.json ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "cardiffnlp/twitter-roberta-base-2021-124m",
3
+ "architectures": [
4
+ "RobertaForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "bos_token_id": 0,
8
+ "classifier_dropout": null,
9
+ "eos_token_id": 2,
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 768,
14
+ "id2label": {
15
+ "0": "LABEL_0",
16
+ "1": "LABEL_1",
17
+ "2": "LABEL_2"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 3072,
21
+ "label2id": {
22
+ "LABEL_0": 0,
23
+ "LABEL_1": 1,
24
+ "LABEL_2": 2
25
+ },
26
+ "layer_norm_eps": 1e-05,
27
+ "max_position_embeddings": 514,
28
+ "model_type": "roberta",
29
+ "num_attention_heads": 12,
30
+ "num_hidden_layers": 12,
31
+ "pad_token_id": 1,
32
+ "position_embedding_type": "absolute",
33
+ "problem_type": "multi_label_classification",
34
+ "torch_dtype": "float32",
35
+ "transformers_version": "4.17.0",
36
+ "type_vocab_size": 1,
37
+ "use_cache": true,
38
+ "vocab_size": 50265
39
+ }
checkpoint-1055/merges.txt ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-1055/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5a7ee04cc21f8c0a893d8d833afffff1055dae3a0e859f1d677713bee0cdf858
3
+ size 997299037
checkpoint-1055/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:80407c88d78e2ce2202eab5bc047ac6e53964f73af8b8ea77b1f80079bf9abb0
3
+ size 498678125
checkpoint-1055/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:101b76c98ac1cc23a9c56e6b7353e5ef280a0ef0397e10c3141a1ee7854f6d3b
3
+ size 14503
checkpoint-1055/scaler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7a8fea1fb8546a96913bc4019e142539d7c9f92b314c83d79cf25c1bbad99388
3
+ size 559
checkpoint-1055/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d31fd8f3c9792877ff2fe426d94be6ebd771b610ce8e2e82b472d5158d5de12e
3
+ size 623
checkpoint-1055/special_tokens_map.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
checkpoint-1055/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-1055/tokenizer_config.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "cardiffnlp/twitter-roberta-base-2021-124m", "normalization": true, "tokenizer_class": "RobertaTokenizer"}
checkpoint-1055/trainer_state.json ADDED
@@ -0,0 +1,96 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.775028474008066,
3
+ "best_model_checkpoint": "outputs/time_lm_nli/checkpoint-1055",
4
+ "epoch": 5.0,
5
+ "global_step": 1055,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 1.0,
12
+ "learning_rate": 9.666666666666666e-07,
13
+ "loss": 0.5392,
14
+ "step": 211
15
+ },
16
+ {
17
+ "epoch": 1.0,
18
+ "eval_accuracy": 0.7,
19
+ "eval_f1": 0.6998718119161117,
20
+ "eval_loss": 0.4048246741294861,
21
+ "eval_runtime": 5.0256,
22
+ "eval_samples_per_second": 596.939,
23
+ "eval_steps_per_second": 74.617,
24
+ "step": 211
25
+ },
26
+ {
27
+ "epoch": 2.0,
28
+ "learning_rate": 9.333333333333333e-07,
29
+ "loss": 0.3725,
30
+ "step": 422
31
+ },
32
+ {
33
+ "epoch": 2.0,
34
+ "eval_accuracy": 0.759,
35
+ "eval_f1": 0.7583549419422403,
36
+ "eval_loss": 0.3489450216293335,
37
+ "eval_runtime": 5.103,
38
+ "eval_samples_per_second": 587.885,
39
+ "eval_steps_per_second": 73.486,
40
+ "step": 422
41
+ },
42
+ {
43
+ "epoch": 3.0,
44
+ "learning_rate": 9e-07,
45
+ "loss": 0.3158,
46
+ "step": 633
47
+ },
48
+ {
49
+ "epoch": 3.0,
50
+ "eval_accuracy": 0.7613333333333333,
51
+ "eval_f1": 0.7569694772671423,
52
+ "eval_loss": 0.3286795914173126,
53
+ "eval_runtime": 5.4646,
54
+ "eval_samples_per_second": 548.991,
55
+ "eval_steps_per_second": 68.624,
56
+ "step": 633
57
+ },
58
+ {
59
+ "epoch": 4.0,
60
+ "learning_rate": 8.666666666666667e-07,
61
+ "loss": 0.289,
62
+ "step": 844
63
+ },
64
+ {
65
+ "epoch": 4.0,
66
+ "eval_accuracy": 0.769,
67
+ "eval_f1": 0.7684440341259363,
68
+ "eval_loss": 0.33065709471702576,
69
+ "eval_runtime": 5.2159,
70
+ "eval_samples_per_second": 575.162,
71
+ "eval_steps_per_second": 71.895,
72
+ "step": 844
73
+ },
74
+ {
75
+ "epoch": 5.0,
76
+ "learning_rate": 8.333333333333333e-07,
77
+ "loss": 0.2716,
78
+ "step": 1055
79
+ },
80
+ {
81
+ "epoch": 5.0,
82
+ "eval_accuracy": 0.7766666666666666,
83
+ "eval_f1": 0.775028474008066,
84
+ "eval_loss": 0.3240624666213989,
85
+ "eval_runtime": 5.2721,
86
+ "eval_samples_per_second": 569.029,
87
+ "eval_steps_per_second": 71.129,
88
+ "step": 1055
89
+ }
90
+ ],
91
+ "max_steps": 6330,
92
+ "num_train_epochs": 30,
93
+ "total_flos": 7166157045239808.0,
94
+ "trial_name": null,
95
+ "trial_params": null
96
+ }
checkpoint-1055/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3966be765a13463da707bf5cd58cd4c0452776ca8eaf9c649e2dbde2a9daa7b1
3
+ size 3119
checkpoint-1055/vocab.json ADDED
The diff for this file is too large to render. See raw diff
 
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d03d7644b10c719efacf7fbd260c6ba981ac5d0c564857645aeadf3943566346
3
  size 498678125
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:80407c88d78e2ce2202eab5bc047ac6e53964f73af8b8ea77b1f80079bf9abb0
3
  size 498678125