Theoreticallyhugo commited on
Commit
cc294f2
1 Parent(s): ca20b04

Training in progress, epoch 3, checkpoint

Browse files
checkpoint-243/config.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "X_placeholder_X",
31
+ "2": "MajorClaim",
32
+ "3": "Claim",
33
+ "4": "Premise"
34
+ },
35
+ "ignore_attention_mask": false,
36
+ "initializer_range": 0.02,
37
+ "intermediate_size": 3072,
38
+ "label2id": {
39
+ "Claim": 3,
40
+ "MajorClaim": 2,
41
+ "O": 0,
42
+ "Premise": 4,
43
+ "X_placeholder_X": 1
44
+ },
45
+ "layer_norm_eps": 1e-05,
46
+ "max_position_embeddings": 4098,
47
+ "model_type": "longformer",
48
+ "num_attention_heads": 12,
49
+ "num_hidden_layers": 12,
50
+ "onnx_export": false,
51
+ "pad_token_id": 1,
52
+ "sep_token_id": 2,
53
+ "torch_dtype": "float32",
54
+ "transformers_version": "4.38.2",
55
+ "type_vocab_size": 1,
56
+ "vocab_size": 50265
57
+ }
checkpoint-243/merges.txt ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-243/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:493ebd37a1af7bf62dc4d31b3b12090d50327d353cf4f9ae3b5a22b08c632c3b
3
+ size 592324828
checkpoint-243/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4927714b0c09271d1bd331a35d8c6402edfcff02c9b11052b5fc97564b7d9583
3
+ size 1014657786
checkpoint-243/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4510120abb9e19965e0fc90a9342c8b839c7b334c4b005e1a74bbda01d4f51cc
3
+ size 14244
checkpoint-243/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5e7403b5a2b8007c90df75059abe86b7e67f96587685c6c4fcbd47bcd5bb1b47
3
+ size 1064
checkpoint-243/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-243/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-243/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": true,
47
+ "cls_token": "<s>",
48
+ "eos_token": "</s>",
49
+ "errors": "replace",
50
+ "mask_token": "<mask>",
51
+ "model_max_length": 4096,
52
+ "pad_token": "<pad>",
53
+ "sep_token": "</s>",
54
+ "tokenizer_class": "LongformerTokenizer",
55
+ "trim_offsets": true,
56
+ "unk_token": "<unk>"
57
+ }
checkpoint-243/trainer_state.json ADDED
@@ -0,0 +1,156 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 243,
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_Claim": {
14
+ "f1-score": 0.46243291592128805,
15
+ "precision": 0.6588785046728972,
16
+ "recall": 0.3562241616903996,
17
+ "support": 4354.0
18
+ },
19
+ "eval_MajorClaim": {
20
+ "f1-score": 0.8342621259029929,
21
+ "precision": 0.8096955128205128,
22
+ "recall": 0.8603661132396765,
23
+ "support": 2349.0
24
+ },
25
+ "eval_O": {
26
+ "f1-score": 0.9993622448979592,
27
+ "precision": 0.9987253027405991,
28
+ "recall": 1.0,
29
+ "support": 12536.0
30
+ },
31
+ "eval_Premise": {
32
+ "f1-score": 0.8941052999825083,
33
+ "precision": 0.8401157057392676,
34
+ "recall": 0.955510692388216,
35
+ "support": 13374.0
36
+ },
37
+ "eval_accuracy": 0.8857510808573268,
38
+ "eval_loss": 0.2754688858985901,
39
+ "eval_macro avg": {
40
+ "f1-score": 0.7975406466761871,
41
+ "precision": 0.8268537564933192,
42
+ "recall": 0.793025241829573,
43
+ "support": 32613.0
44
+ },
45
+ "eval_runtime": 4.8781,
46
+ "eval_samples_per_second": 16.605,
47
+ "eval_steps_per_second": 2.255,
48
+ "eval_weighted avg": {
49
+ "f1-score": 0.8726239240080429,
50
+ "precision": 0.8746959682542021,
51
+ "recall": 0.8857510808573268,
52
+ "support": 32613.0
53
+ },
54
+ "step": 81
55
+ },
56
+ {
57
+ "epoch": 2.0,
58
+ "eval_Claim": {
59
+ "f1-score": 0.6446312571646924,
60
+ "precision": 0.5518482172064115,
61
+ "recall": 0.77491961414791,
62
+ "support": 4354.0
63
+ },
64
+ "eval_MajorClaim": {
65
+ "f1-score": 0.8912341158733577,
66
+ "precision": 0.9019180470793374,
67
+ "recall": 0.8808003405704555,
68
+ "support": 2349.0
69
+ },
70
+ "eval_O": {
71
+ "f1-score": 0.9998005504806733,
72
+ "precision": 0.9999202106439001,
73
+ "recall": 0.9996809189534142,
74
+ "support": 12536.0
75
+ },
76
+ "eval_Premise": {
77
+ "f1-score": 0.8690409646250897,
78
+ "precision": 0.9324023303632625,
79
+ "recall": 0.8137430835950351,
80
+ "support": 13374.0
81
+ },
82
+ "eval_accuracy": 0.8848618649004998,
83
+ "eval_loss": 0.25178349018096924,
84
+ "eval_macro avg": {
85
+ "f1-score": 0.8511767220359533,
86
+ "precision": 0.8465222013232279,
87
+ "recall": 0.8672859893167036,
88
+ "support": 32613.0
89
+ },
90
+ "eval_runtime": 4.907,
91
+ "eval_samples_per_second": 16.507,
92
+ "eval_steps_per_second": 2.242,
93
+ "eval_weighted avg": {
94
+ "f1-score": 0.8909418634778542,
95
+ "precision": 0.9053537287957648,
96
+ "recall": 0.8848618649004998,
97
+ "support": 32613.0
98
+ },
99
+ "step": 162
100
+ },
101
+ {
102
+ "epoch": 3.0,
103
+ "eval_Claim": {
104
+ "f1-score": 0.6598764019226366,
105
+ "precision": 0.6576186131386861,
106
+ "recall": 0.6621497473587505,
107
+ "support": 4354.0
108
+ },
109
+ "eval_MajorClaim": {
110
+ "f1-score": 0.9062119366626066,
111
+ "precision": 0.8661233993015134,
112
+ "recall": 0.9501915708812261,
113
+ "support": 2349.0
114
+ },
115
+ "eval_O": {
116
+ "f1-score": 0.9998404722022812,
117
+ "precision": 0.9997607273887382,
118
+ "recall": 0.9999202297383536,
119
+ "support": 12536.0
120
+ },
121
+ "eval_Premise": {
122
+ "f1-score": 0.9007852612503775,
123
+ "precision": 0.9097148086014946,
124
+ "recall": 0.8920293106026619,
125
+ "support": 13374.0
126
+ },
127
+ "eval_accuracy": 0.9070002759635728,
128
+ "eval_loss": 0.23778581619262695,
129
+ "eval_macro avg": {
130
+ "f1-score": 0.8666785180094754,
131
+ "precision": 0.8583043871076081,
132
+ "recall": 0.876072714645248,
133
+ "support": 32613.0
134
+ },
135
+ "eval_runtime": 4.9168,
136
+ "eval_samples_per_second": 16.474,
137
+ "eval_steps_per_second": 2.237,
138
+ "eval_weighted avg": {
139
+ "f1-score": 0.907089072967282,
140
+ "precision": 0.9075314026721463,
141
+ "recall": 0.9070002759635728,
142
+ "support": 32613.0
143
+ },
144
+ "step": 243
145
+ }
146
+ ],
147
+ "logging_steps": 500,
148
+ "max_steps": 4050,
149
+ "num_input_tokens_seen": 0,
150
+ "num_train_epochs": 50,
151
+ "save_steps": 500,
152
+ "total_flos": 430026551602200.0,
153
+ "train_batch_size": 4,
154
+ "trial_name": null,
155
+ "trial_params": null
156
+ }
checkpoint-243/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3f40e108617f6f8082cc0f1a47e89121d861cfb2e77ef6b602a909d9b6ba8d15
3
+ size 4856
checkpoint-243/vocab.json ADDED
The diff for this file is too large to render. See raw diff