KawshikManikantan commited on
Commit
48a051f
1 Parent(s): 996c005
best/doc_encoder/added_tokens.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "[SPEAKER_END]": 50266,
3
+ "[SPEAKER_START]": 50265
4
+ }
best/doc_encoder/config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "allenai/longformer-large-4096",
3
+ "architectures": [
4
+ "LongformerModel"
5
+ ],
6
+ "attention_mode": "longformer",
7
+ "attention_probs_dropout_prob": 0.1,
8
+ "attention_window": [
9
+ 512,
10
+ 512,
11
+ 512,
12
+ 512,
13
+ 512,
14
+ 512,
15
+ 512,
16
+ 512,
17
+ 512,
18
+ 512,
19
+ 512,
20
+ 512,
21
+ 512,
22
+ 512,
23
+ 512,
24
+ 512,
25
+ 512,
26
+ 512,
27
+ 512,
28
+ 512,
29
+ 512,
30
+ 512,
31
+ 512,
32
+ 512
33
+ ],
34
+ "bos_token_id": 0,
35
+ "eos_token_id": 2,
36
+ "gradient_checkpointing": false,
37
+ "hidden_act": "gelu",
38
+ "hidden_dropout_prob": 0.1,
39
+ "hidden_size": 1024,
40
+ "ignore_attention_mask": false,
41
+ "initializer_range": 0.02,
42
+ "intermediate_size": 4096,
43
+ "layer_norm_eps": 1e-05,
44
+ "max_position_embeddings": 4098,
45
+ "model_type": "longformer",
46
+ "num_attention_heads": 16,
47
+ "num_hidden_layers": 24,
48
+ "onnx_export": false,
49
+ "pad_token_id": 1,
50
+ "sep_token_id": 2,
51
+ "torch_dtype": "float32",
52
+ "transformers_version": "4.33.2",
53
+ "type_vocab_size": 1,
54
+ "vocab_size": 50267
55
+ }
best/doc_encoder/merges.txt ADDED
The diff for this file is too large to render. See raw diff
 
best/doc_encoder/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ccdd604f38eae855ad3fc1ca9a98586512f1d59a341348e5a258ad6e45d9a907
3
+ size 1734394785
best/doc_encoder/special_tokens_map.json ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "additional_special_tokens": [
3
+ "[SPEAKER_START]",
4
+ "[SPEAKER_END]"
5
+ ],
6
+ "bos_token": "<s>",
7
+ "cls_token": "<s>",
8
+ "eos_token": "</s>",
9
+ "mask_token": {
10
+ "content": "<mask>",
11
+ "lstrip": true,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": "<pad>",
17
+ "sep_token": "</s>",
18
+ "unk_token": "<unk>"
19
+ }
best/doc_encoder/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
best/doc_encoder/tokenizer_config.json ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": false,
3
+ "bos_token": "<s>",
4
+ "clean_up_tokenization_spaces": true,
5
+ "cls_token": "<s>",
6
+ "eos_token": "</s>",
7
+ "errors": "replace",
8
+ "mask_token": "<mask>",
9
+ "model_max_length": 4096,
10
+ "pad_token": "<pad>",
11
+ "sep_token": "</s>",
12
+ "tokenizer_class": "LongformerTokenizer",
13
+ "trim_offsets": true,
14
+ "unk_token": "<unk>"
15
+ }
best/doc_encoder/vocab.json ADDED
The diff for this file is too large to render. See raw diff
 
best/model.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a7ef0c9c1aeebcf010e33b65ea2a54fff4a9fd78ca9f4b29e68842fbc0218bb2
3
+ size 149248194
config.json ADDED
@@ -0,0 +1,136 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "datasets": {
3
+ "fantasy": {
4
+ "canonical_cluster_threshold": 2,
5
+ "cluster_threshold": 2,
6
+ "has_conll": true,
7
+ "name": "fantasy",
8
+ "num_dev_docs": 20,
9
+ "num_test_docs": 20,
10
+ "num_train_docs": 171,
11
+ "targeted_eval": false
12
+ },
13
+ "litbank": {
14
+ "canonical_cluster_threshold": 1,
15
+ "cluster_threshold": 1,
16
+ "cross_val_split": 0,
17
+ "has_conll": true,
18
+ "name": "LitBank",
19
+ "num_dev_docs": 10,
20
+ "num_test_docs": 10,
21
+ "num_train_docs": 80,
22
+ "targeted_eval": false
23
+ }
24
+ },
25
+ "desc": "longformer base version retrain",
26
+ "infra": {
27
+ "is_local": true,
28
+ "work_dir": "./"
29
+ },
30
+ "keep_singletons": true,
31
+ "key": "coref_lf_train_final_runs_2",
32
+ "log_vals": false,
33
+ "metrics": [
34
+ "MUC",
35
+ "Bcub",
36
+ "CEAFE"
37
+ ],
38
+ "model": {
39
+ "doc_encoder": {
40
+ "add_speaker_tokens": true,
41
+ "chunking": "independent",
42
+ "finetune": true,
43
+ "speaker_end": "[SPEAKER_END]",
44
+ "speaker_start": "[SPEAKER_START]",
45
+ "transformer": {
46
+ "max_encoder_segment_len": 4096,
47
+ "max_segment_len": 4096,
48
+ "model_size": "large",
49
+ "model_str": "allenai/longformer-large-4096",
50
+ "name": "longformer"
51
+ }
52
+ },
53
+ "memory": {
54
+ "emb_size": 20,
55
+ "entity_rep": "wt_avg",
56
+ "mem_type": {
57
+ "eval_max_ents": null,
58
+ "max_ents": null,
59
+ "name": "unbounded"
60
+ },
61
+ "mlp_depth": 1,
62
+ "mlp_size": 3000,
63
+ "num_feats": 2,
64
+ "sim_func": "hadamard",
65
+ "thresh": 0.0
66
+ },
67
+ "mention_params": {
68
+ "emb_size": 20,
69
+ "ext_ment": false,
70
+ "max_span_width": 20,
71
+ "ment_emb": "attn",
72
+ "ment_emb_to_size_factor": {
73
+ "attn": 3,
74
+ "endpoint": 2,
75
+ "max": 1
76
+ },
77
+ "mlp_depth": 1,
78
+ "mlp_size": 3000,
79
+ "top_span_ratio": 0.4,
80
+ "use_gold_ments": false,
81
+ "use_topk": false
82
+ },
83
+ "metadata_params": {
84
+ "default_genre": "nw",
85
+ "genres": [
86
+ "bc",
87
+ "bn",
88
+ "mz",
89
+ "nw",
90
+ "pt",
91
+ "tc",
92
+ "wb"
93
+ ],
94
+ "use_genre_feature": false
95
+ }
96
+ },
97
+ "optimizer": {
98
+ "fine_tune_lr": 1e-05,
99
+ "init_lr": 0.0003,
100
+ "lr_decay": "linear",
101
+ "max_gradient_norm": 1.0
102
+ },
103
+ "override_encoder": false,
104
+ "override_memory": false,
105
+ "paths": {
106
+ "base_data_dir": "${paths.resource_dir}/raw_data",
107
+ "base_model_dir": "${infra.work_dir}/../models",
108
+ "best_model_dir": ".//../models/coref_joint_f55855e64a8bca2f420dbe05725aa39e_coref_lf_train_final_runs_2/best",
109
+ "best_model_path": "/home/kawshikcvit/coref_research/gpt-coref-met/models/coref_joint_f55855e64a8bca2f420dbe05725aa39e_coref_lf_train_final_runs_2/best/model.pth",
110
+ "conll_scorer": "${paths.resource_dir}/reference-coreference-scorers/scorer.pl",
111
+ "doc_encoder_dirname": "doc_encoder",
112
+ "model_dir": ".//../models/coref_joint_f55855e64a8bca2f420dbe05725aa39e_coref_lf_train_final_runs_2",
113
+ "model_filename": "model.pth",
114
+ "model_name": null,
115
+ "model_name_prefix": "coref_",
116
+ "model_path": "/home/kawshikcvit/coref_research/gpt-coref-met/models/coref_joint_f55855e64a8bca2f420dbe05725aa39e_coref_lf_train_final_runs_2/model.pth",
117
+ "resource_dir": "../data/"
118
+ },
119
+ "seed": 2,
120
+ "train": true,
121
+ "trainer": {
122
+ "dropout_rate": 0.3,
123
+ "eval_per_k_steps": null,
124
+ "eval_type": "full",
125
+ "label_smoothing_wt": 0.1,
126
+ "log_frequency": 500,
127
+ "max_evals": 25,
128
+ "max_training_segments": 1,
129
+ "ment_loss": "all",
130
+ "normalize_loss": false,
131
+ "num_training_steps": null,
132
+ "patience": 10,
133
+ "to_save_model": false
134
+ },
135
+ "use_wandb": true
136
+ }