Theoreticallyhugo commited on
Commit
0555d17
·
verified ·
1 Parent(s): 2a8f5d5

Training in progress, epoch 2, checkpoint

Browse files
checkpoint-82/config.json ADDED
@@ -0,0 +1,61 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "allenai/longformer-base-4096",
3
+ "architectures": [
4
+ "LongformerForTokenClassification"
5
+ ],
6
+ "attention_mode": "longformer",
7
+ "attention_probs_dropout_prob": 0.1,
8
+ "attention_window": [
9
+ 700,
10
+ 700,
11
+ 700,
12
+ 700,
13
+ 700,
14
+ 700,
15
+ 700,
16
+ 700,
17
+ 700,
18
+ 700,
19
+ 700,
20
+ 700
21
+ ],
22
+ "bos_token_id": 0,
23
+ "eos_token_id": 2,
24
+ "gradient_checkpointing": false,
25
+ "hidden_act": "gelu",
26
+ "hidden_dropout_prob": 0.1,
27
+ "hidden_size": 768,
28
+ "id2label": {
29
+ "0": "O",
30
+ "1": "B-MajorClaim",
31
+ "2": "I-MajorClaim",
32
+ "3": "B-Claim",
33
+ "4": "I-Claim",
34
+ "5": "B-Premise",
35
+ "6": "I-Premise"
36
+ },
37
+ "ignore_attention_mask": false,
38
+ "initializer_range": 0.02,
39
+ "intermediate_size": 3072,
40
+ "label2id": {
41
+ "B-Claim": 3,
42
+ "B-MajorClaim": 1,
43
+ "B-Premise": 5,
44
+ "I-Claim": 4,
45
+ "I-MajorClaim": 2,
46
+ "I-Premise": 6,
47
+ "O": 0
48
+ },
49
+ "layer_norm_eps": 1e-05,
50
+ "max_position_embeddings": 4098,
51
+ "model_type": "longformer",
52
+ "num_attention_heads": 12,
53
+ "num_hidden_layers": 12,
54
+ "onnx_export": false,
55
+ "pad_token_id": 1,
56
+ "sep_token_id": 2,
57
+ "torch_dtype": "float32",
58
+ "transformers_version": "4.45.2",
59
+ "type_vocab_size": 1,
60
+ "vocab_size": 50265
61
+ }
checkpoint-82/merges.txt ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-82/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:32c0f1c9bd04591a3456a15bf7bde168d661c124f762a97ce2cffe913982dc60
3
+ size 592330980
checkpoint-82/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cd92fd9832594cb14d0ef621d9be0cc96cd13140b7e88632eef8417ba7439ae4
3
+ size 1014670074
checkpoint-82/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6f23442d3fbd2b285133fc17830fc5ef321f30363930dc169287329da4345042
3
+ size 14244
checkpoint-82/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:35becfc5c99f2600532b4996a243492c9f70147154c4888c3394125f10b7908d
3
+ size 1064
checkpoint-82/special_tokens_map.json ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": "<s>",
3
+ "cls_token": "<s>",
4
+ "eos_token": "</s>",
5
+ "mask_token": {
6
+ "content": "<mask>",
7
+ "lstrip": true,
8
+ "normalized": false,
9
+ "rstrip": false,
10
+ "single_word": false
11
+ },
12
+ "pad_token": "<pad>",
13
+ "sep_token": "</s>",
14
+ "unk_token": "<unk>"
15
+ }
checkpoint-82/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-82/tokenizer_config.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": true,
3
+ "added_tokens_decoder": {
4
+ "0": {
5
+ "content": "<s>",
6
+ "lstrip": false,
7
+ "normalized": true,
8
+ "rstrip": false,
9
+ "single_word": false,
10
+ "special": true
11
+ },
12
+ "1": {
13
+ "content": "<pad>",
14
+ "lstrip": false,
15
+ "normalized": true,
16
+ "rstrip": false,
17
+ "single_word": false,
18
+ "special": true
19
+ },
20
+ "2": {
21
+ "content": "</s>",
22
+ "lstrip": false,
23
+ "normalized": true,
24
+ "rstrip": false,
25
+ "single_word": false,
26
+ "special": true
27
+ },
28
+ "3": {
29
+ "content": "<unk>",
30
+ "lstrip": false,
31
+ "normalized": true,
32
+ "rstrip": false,
33
+ "single_word": false,
34
+ "special": true
35
+ },
36
+ "50264": {
37
+ "content": "<mask>",
38
+ "lstrip": true,
39
+ "normalized": false,
40
+ "rstrip": false,
41
+ "single_word": false,
42
+ "special": true
43
+ }
44
+ },
45
+ "bos_token": "<s>",
46
+ "clean_up_tokenization_spaces": false,
47
+ "cls_token": "<s>",
48
+ "eos_token": "</s>",
49
+ "errors": "replace",
50
+ "mask_token": "<mask>",
51
+ "model_max_length": 1000000000000000019884624838656,
52
+ "pad_token": "<pad>",
53
+ "sep_token": "</s>",
54
+ "tokenizer_class": "LongformerTokenizer",
55
+ "trim_offsets": true,
56
+ "unk_token": "<unk>"
57
+ }
checkpoint-82/trainer_state.json ADDED
@@ -0,0 +1,159 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.47574615478515625,
3
+ "best_model_checkpoint": "longformer-full_labels/checkpoint-82",
4
+ "epoch": 2.0,
5
+ "eval_steps": 500,
6
+ "global_step": 82,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "eval_B-Claim": {
14
+ "f1-score": 0.0,
15
+ "precision": 0.0,
16
+ "recall": 0.0,
17
+ "support": 284.0
18
+ },
19
+ "eval_B-MajorClaim": {
20
+ "f1-score": 0.0,
21
+ "precision": 0.0,
22
+ "recall": 0.0,
23
+ "support": 141.0
24
+ },
25
+ "eval_B-Premise": {
26
+ "f1-score": 0.12010443864229765,
27
+ "precision": 0.7931034482758621,
28
+ "recall": 0.06497175141242938,
29
+ "support": 708.0
30
+ },
31
+ "eval_I-Claim": {
32
+ "f1-score": 0.15241779497098645,
33
+ "precision": 0.35688405797101447,
34
+ "recall": 0.09690113133300542,
35
+ "support": 4066.0
36
+ },
37
+ "eval_I-MajorClaim": {
38
+ "f1-score": 0.4055459272097054,
39
+ "precision": 0.4854771784232365,
40
+ "recall": 0.3482142857142857,
41
+ "support": 2016.0
42
+ },
43
+ "eval_I-Premise": {
44
+ "f1-score": 0.8243874805268375,
45
+ "precision": 0.7254034519284691,
46
+ "recall": 0.9546535465354653,
47
+ "support": 12195.0
48
+ },
49
+ "eval_O": {
50
+ "f1-score": 0.8527010510877536,
51
+ "precision": 0.8224254998113919,
52
+ "recall": 0.8852908334179271,
53
+ "support": 9851.0
54
+ },
55
+ "eval_accuracy": 0.7349372885410614,
56
+ "eval_loss": 0.7363316416740417,
57
+ "eval_macro avg": {
58
+ "f1-score": 0.3364509560625115,
59
+ "precision": 0.4547562337728534,
60
+ "recall": 0.3357187926304447,
61
+ "support": 29261.0
62
+ },
63
+ "eval_runtime": 1.4874,
64
+ "eval_samples_per_second": 53.786,
65
+ "eval_steps_per_second": 6.723,
66
+ "eval_weighted avg": {
67
+ "f1-score": 0.6826734788782265,
68
+ "precision": 0.6814305221181916,
69
+ "recall": 0.7349372885410614,
70
+ "support": 29261.0
71
+ },
72
+ "step": 41
73
+ },
74
+ {
75
+ "epoch": 2.0,
76
+ "eval_B-Claim": {
77
+ "f1-score": 0.020905923344947737,
78
+ "precision": 1.0,
79
+ "recall": 0.01056338028169014,
80
+ "support": 284.0
81
+ },
82
+ "eval_B-MajorClaim": {
83
+ "f1-score": 0.0,
84
+ "precision": 0.0,
85
+ "recall": 0.0,
86
+ "support": 141.0
87
+ },
88
+ "eval_B-Premise": {
89
+ "f1-score": 0.7109756097560975,
90
+ "precision": 0.6255364806866953,
91
+ "recall": 0.8234463276836158,
92
+ "support": 708.0
93
+ },
94
+ "eval_I-Claim": {
95
+ "f1-score": 0.5191693290734825,
96
+ "precision": 0.5658734764944864,
97
+ "recall": 0.4795868175110674,
98
+ "support": 4066.0
99
+ },
100
+ "eval_I-MajorClaim": {
101
+ "f1-score": 0.6294067067927773,
102
+ "precision": 0.745417515274949,
103
+ "recall": 0.5446428571428571,
104
+ "support": 2016.0
105
+ },
106
+ "eval_I-Premise": {
107
+ "f1-score": 0.8761396663614285,
108
+ "precision": 0.8514935768456895,
109
+ "recall": 0.9022550225502255,
110
+ "support": 12195.0
111
+ },
112
+ "eval_O": {
113
+ "f1-score": 0.931648308418568,
114
+ "precision": 0.9034811635670005,
115
+ "recall": 0.9616282610902447,
116
+ "support": 9851.0
117
+ },
118
+ "eval_accuracy": 0.8239636376063703,
119
+ "eval_loss": 0.47574615478515625,
120
+ "eval_macro avg": {
121
+ "f1-score": 0.5268922205353288,
122
+ "precision": 0.6702574589812601,
123
+ "recall": 0.5317318094656714,
124
+ "support": 29261.0
125
+ },
126
+ "eval_runtime": 1.5047,
127
+ "eval_samples_per_second": 53.167,
128
+ "eval_steps_per_second": 6.646,
129
+ "eval_weighted avg": {
130
+ "f1-score": 0.8117058591419718,
131
+ "precision": 0.8138696629123667,
132
+ "recall": 0.8239636376063703,
133
+ "support": 29261.0
134
+ },
135
+ "step": 82
136
+ }
137
+ ],
138
+ "logging_steps": 500,
139
+ "max_steps": 205,
140
+ "num_input_tokens_seen": 0,
141
+ "num_train_epochs": 5,
142
+ "save_steps": 500,
143
+ "stateful_callbacks": {
144
+ "TrainerControl": {
145
+ "args": {
146
+ "should_epoch_stop": false,
147
+ "should_evaluate": false,
148
+ "should_log": false,
149
+ "should_save": true,
150
+ "should_training_stop": false
151
+ },
152
+ "attributes": {}
153
+ }
154
+ },
155
+ "total_flos": 287581625436000.0,
156
+ "train_batch_size": 8,
157
+ "trial_name": null,
158
+ "trial_params": null
159
+ }
checkpoint-82/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fe195065619b864cb5750c9937fe7b655a8f6d715d46f4e339179bcd7da8efaa
3
+ size 5176
checkpoint-82/vocab.json ADDED
The diff for this file is too large to render. See raw diff