Marc Tomlinson commited on
Commit
bb2d7e8
1 Parent(s): 70f8e66

pegasus XSUM model fine-tuned with 11500 iterations on gigaword to produce short coherant summaries

Browse files
config.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "google/pegasus-xsum",
3
+ "activation_dropout": 0.1,
4
+ "activation_function": "relu",
5
+ "add_bias_logits": false,
6
+ "add_final_layer_norm": true,
7
+ "architectures": [
8
+ "PegasusForConditionalGeneration"
9
+ ],
10
+ "attention_dropout": 0.1,
11
+ "bos_token_id": 0,
12
+ "classif_dropout": 0.0,
13
+ "classifier_dropout": 0.0,
14
+ "d_model": 1024,
15
+ "decoder_attention_heads": 16,
16
+ "decoder_ffn_dim": 4096,
17
+ "decoder_layerdrop": 0.0,
18
+ "decoder_layers": 16,
19
+ "decoder_start_token_id": 0,
20
+ "do_blenderbot_90_layernorm": false,
21
+ "dropout": 0.1,
22
+ "encoder_attention_heads": 16,
23
+ "encoder_ffn_dim": 4096,
24
+ "encoder_layerdrop": 0.0,
25
+ "encoder_layers": 16,
26
+ "eos_token_id": 1,
27
+ "extra_pos_embeddings": 0,
28
+ "force_bos_token_to_be_generated": false,
29
+ "forced_eos_token_id": 1,
30
+ "gradient_checkpointing": false,
31
+ "id2label": {
32
+ "0": "LABEL_0",
33
+ "1": "LABEL_1",
34
+ "2": "LABEL_2"
35
+ },
36
+ "init_std": 0.02,
37
+ "is_encoder_decoder": true,
38
+ "label2id": {
39
+ "LABEL_0": 0,
40
+ "LABEL_1": 1,
41
+ "LABEL_2": 2
42
+ },
43
+ "length_penalty": 0.6,
44
+ "max_length": 64,
45
+ "max_position_embeddings": 512,
46
+ "model_type": "pegasus",
47
+ "normalize_before": true,
48
+ "normalize_embedding": false,
49
+ "num_beams": 8,
50
+ "num_hidden_layers": 16,
51
+ "pad_token_id": 0,
52
+ "scale_embedding": true,
53
+ "static_position_embeddings": true,
54
+ "transformers_version": "4.5.0.dev0",
55
+ "use_cache": true,
56
+ "vocab_size": 96103
57
+ }
optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:88135d49b8ac110ef03fd97a28c56186e8f409db9a6916e62a1010cf18cc2976
3
+ size 4550012928
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f66dd28963cd6410fb63156defa5fe65cd4e02aa3f4f411d5b854a0bea8eff74
3
+ size 2279640522
scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f72400869c8937c8330eb8067dbc7fd5c38bc80e224dc9d40bc460162381213e
3
+ size 623
special_tokens_map.json ADDED
@@ -0,0 +1 @@
 
1
+ {"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask_2>", "additional_special_tokens": ["<mask_1>", "<unk_2>", "<unk_3>", "<unk_4>", "<unk_5>", "<unk_6>", "<unk_7>", "<unk_8>", "<unk_9>", "<unk_10>", "<unk_11>", "<unk_12>", "<unk_13>", "<unk_14>", "<unk_15>", "<unk_16>", "<unk_17>", "<unk_18>", "<unk_19>", "<unk_20>", "<unk_21>", "<unk_22>", "<unk_23>", "<unk_24>", "<unk_25>", "<unk_26>", "<unk_27>", "<unk_28>", "<unk_29>", "<unk_30>", "<unk_31>", "<unk_32>", "<unk_33>", "<unk_34>", "<unk_35>", "<unk_36>", "<unk_37>", "<unk_38>", "<unk_39>", "<unk_40>", "<unk_41>", "<unk_42>", "<unk_43>", "<unk_44>", "<unk_45>", "<unk_46>", "<unk_47>", "<unk_48>", "<unk_49>", "<unk_50>", "<unk_51>", "<unk_52>", "<unk_53>", "<unk_54>", "<unk_55>", "<unk_56>", "<unk_57>", "<unk_58>", "<unk_59>", "<unk_60>", "<unk_61>", "<unk_62>", "<unk_63>", "<unk_64>", "<unk_65>", "<unk_66>", "<unk_67>", "<unk_68>", "<unk_69>", "<unk_70>", "<unk_71>", "<unk_72>", "<unk_73>", "<unk_74>", "<unk_75>", "<unk_76>", "<unk_77>", "<unk_78>", "<unk_79>", "<unk_80>", "<unk_81>", "<unk_82>", "<unk_83>", "<unk_84>", "<unk_85>", "<unk_86>", "<unk_87>", "<unk_88>", "<unk_89>", "<unk_90>", "<unk_91>", "<unk_92>", "<unk_93>", "<unk_94>", "<unk_95>", "<unk_96>", "<unk_97>", "<unk_98>", "<unk_99>", "<unk_100>", "<unk_101>", "<unk_102>"]}
spiece.model ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0015189ef36359283fec8b93cf6d9ce51bca37eb1101defc68a53b394913b96c
3
+ size 1912529
tokenizer_config.json ADDED
@@ -0,0 +1 @@
 
1
+ {"pad_token": "<pad>", "eos_token": "</s>", "unk_token": "<unk>", "mask_token": "<mask_2>", "mask_token_sent": "<mask_1>", "additional_special_tokens": ["<mask_1>", "<unk_2>", "<unk_3>", "<unk_4>", "<unk_5>", "<unk_6>", "<unk_7>", "<unk_8>", "<unk_9>", "<unk_10>", "<unk_11>", "<unk_12>", "<unk_13>", "<unk_14>", "<unk_15>", "<unk_16>", "<unk_17>", "<unk_18>", "<unk_19>", "<unk_20>", "<unk_21>", "<unk_22>", "<unk_23>", "<unk_24>", "<unk_25>", "<unk_26>", "<unk_27>", "<unk_28>", "<unk_29>", "<unk_30>", "<unk_31>", "<unk_32>", "<unk_33>", "<unk_34>", "<unk_35>", "<unk_36>", "<unk_37>", "<unk_38>", "<unk_39>", "<unk_40>", "<unk_41>", "<unk_42>", "<unk_43>", "<unk_44>", "<unk_45>", "<unk_46>", "<unk_47>", "<unk_48>", "<unk_49>", "<unk_50>", "<unk_51>", "<unk_52>", "<unk_53>", "<unk_54>", "<unk_55>", "<unk_56>", "<unk_57>", "<unk_58>", "<unk_59>", "<unk_60>", "<unk_61>", "<unk_62>", "<unk_63>", "<unk_64>", "<unk_65>", "<unk_66>", "<unk_67>", "<unk_68>", "<unk_69>", "<unk_70>", "<unk_71>", "<unk_72>", "<unk_73>", "<unk_74>", "<unk_75>", "<unk_76>", "<unk_77>", "<unk_78>", "<unk_79>", "<unk_80>", "<unk_81>", "<unk_82>", "<unk_83>", "<unk_84>", "<unk_85>", "<unk_86>", "<unk_87>", "<unk_88>", "<unk_89>", "<unk_90>", "<unk_91>", "<unk_92>", "<unk_93>", "<unk_94>", "<unk_95>", "<unk_96>", "<unk_97>", "<unk_98>", "<unk_99>", "<unk_100>", "<unk_101>", "<unk_102>"], "model_max_length": 512, "special_tokens_map_file": null, "full_tokenizer_file": null, "name_or_path": "google/pegasus-xsum"}
trainer_state.json ADDED
@@ -0,0 +1,154 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 0.012092661331875204,
5
+ "global_step": 11500,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.0,
12
+ "learning_rate": 4.9991237201933425e-05,
13
+ "loss": 3.5502,
14
+ "step": 500
15
+ },
16
+ {
17
+ "epoch": 0.0,
18
+ "learning_rate": 4.9982474403866854e-05,
19
+ "loss": 3.0742,
20
+ "step": 1000
21
+ },
22
+ {
23
+ "epoch": 0.0,
24
+ "learning_rate": 4.997371160580027e-05,
25
+ "loss": 2.9389,
26
+ "step": 1500
27
+ },
28
+ {
29
+ "epoch": 0.0,
30
+ "learning_rate": 4.99649488077337e-05,
31
+ "loss": 2.8079,
32
+ "step": 2000
33
+ },
34
+ {
35
+ "epoch": 0.0,
36
+ "learning_rate": 4.995618600966712e-05,
37
+ "loss": 2.7687,
38
+ "step": 2500
39
+ },
40
+ {
41
+ "epoch": 0.0,
42
+ "learning_rate": 4.9947423211600545e-05,
43
+ "loss": 2.7448,
44
+ "step": 3000
45
+ },
46
+ {
47
+ "epoch": 0.0,
48
+ "learning_rate": 4.993866041353397e-05,
49
+ "loss": 2.6388,
50
+ "step": 3500
51
+ },
52
+ {
53
+ "epoch": 0.0,
54
+ "learning_rate": 4.992989761546739e-05,
55
+ "loss": 2.6045,
56
+ "step": 4000
57
+ },
58
+ {
59
+ "epoch": 0.0,
60
+ "learning_rate": 4.992113481740082e-05,
61
+ "loss": 2.5276,
62
+ "step": 4500
63
+ },
64
+ {
65
+ "epoch": 0.01,
66
+ "learning_rate": 4.991237201933424e-05,
67
+ "loss": 2.5322,
68
+ "step": 5000
69
+ },
70
+ {
71
+ "epoch": 0.01,
72
+ "learning_rate": 4.9903609221267665e-05,
73
+ "loss": 2.4583,
74
+ "step": 5500
75
+ },
76
+ {
77
+ "epoch": 0.01,
78
+ "learning_rate": 4.989484642320109e-05,
79
+ "loss": 2.5075,
80
+ "step": 6000
81
+ },
82
+ {
83
+ "epoch": 0.01,
84
+ "learning_rate": 4.988608362513451e-05,
85
+ "loss": 2.4178,
86
+ "step": 6500
87
+ },
88
+ {
89
+ "epoch": 0.01,
90
+ "learning_rate": 4.987732082706794e-05,
91
+ "loss": 2.3881,
92
+ "step": 7000
93
+ },
94
+ {
95
+ "epoch": 0.01,
96
+ "learning_rate": 4.986855802900136e-05,
97
+ "loss": 2.3897,
98
+ "step": 7500
99
+ },
100
+ {
101
+ "epoch": 0.01,
102
+ "learning_rate": 4.985979523093478e-05,
103
+ "loss": 2.3356,
104
+ "step": 8000
105
+ },
106
+ {
107
+ "epoch": 0.01,
108
+ "learning_rate": 4.985103243286821e-05,
109
+ "loss": 2.3406,
110
+ "step": 8500
111
+ },
112
+ {
113
+ "epoch": 0.01,
114
+ "learning_rate": 4.984226963480163e-05,
115
+ "loss": 2.3413,
116
+ "step": 9000
117
+ },
118
+ {
119
+ "epoch": 0.01,
120
+ "learning_rate": 4.983350683673505e-05,
121
+ "loss": 2.3287,
122
+ "step": 9500
123
+ },
124
+ {
125
+ "epoch": 0.01,
126
+ "learning_rate": 4.9824744038668475e-05,
127
+ "loss": 2.3343,
128
+ "step": 10000
129
+ },
130
+ {
131
+ "epoch": 0.01,
132
+ "learning_rate": 4.98159812406019e-05,
133
+ "loss": 2.3305,
134
+ "step": 10500
135
+ },
136
+ {
137
+ "epoch": 0.01,
138
+ "learning_rate": 4.980721844253533e-05,
139
+ "loss": 2.3109,
140
+ "step": 11000
141
+ },
142
+ {
143
+ "epoch": 0.01,
144
+ "learning_rate": 4.979845564446875e-05,
145
+ "loss": 2.3059,
146
+ "step": 11500
147
+ }
148
+ ],
149
+ "max_steps": 2852970,
150
+ "num_train_epochs": 3,
151
+ "total_flos": 1.082983380369408e+16,
152
+ "trial_name": null,
153
+ "trial_params": null
154
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d3b7caca996f4f96a3374083fc58a9d7cd924e57bdb8855c3795d439c63eaee1
3
+ size 2351