abhishek HF staff commited on
Commit
090ac3f
1 Parent(s): aed31a4

Commit From AutoNLP

Browse files
.gitattributes CHANGED
@@ -25,3 +25,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
25
  *.zip filter=lfs diff=lfs merge=lfs -text
26
  *.zstandard filter=lfs diff=lfs merge=lfs -text
27
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
25
  *.zip filter=lfs diff=lfs merge=lfs -text
26
  *.zstandard filter=lfs diff=lfs merge=lfs -text
27
  *tfevents* filter=lfs diff=lfs merge=lfs -text
28
+ *.tar.gz filter=lfs diff=lfs merge=lfs -text
29
+ *.pkl filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags: autonlp
3
+ language: en
4
+ widget:
5
+ - text: "I love AutoNLP 🤗"
6
+ datasets:
7
+ - juliensimon/autonlp-data-reuters-summarization
8
+ co2_eq_emissions: 206.46626351359515
9
+ ---
10
+
11
+ # Model Trained Using AutoNLP
12
+
13
+ - Problem type: Summarization
14
+ - Model ID: 31447312
15
+ - CO2 Emissions (in grams): 206.46626351359515
16
+
17
+ ## Validation Metrics
18
+
19
+ - Loss: 1.1907752752304077
20
+ - Rouge1: 55.9215
21
+ - Rouge2: 30.7724
22
+ - RougeL: 53.185
23
+ - RougeLsum: 53.3353
24
+ - Gen Len: 15.1236
25
+
26
+ ## Usage
27
+
28
+ You can use cURL to access this model:
29
+
30
+ ```
31
+ $ curl -X POST -H "Authorization: Bearer YOUR_HUGGINGFACE_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoNLP"}' https://api-inference.huggingface.co/juliensimon/autonlp-reuters-summarization-31447312
32
+ ```
config.json ADDED
@@ -0,0 +1,123 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "AutoNLP",
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
+ "dropout": 0.1,
21
+ "encoder_attention_heads": 16,
22
+ "encoder_ffn_dim": 4096,
23
+ "encoder_layerdrop": 0.0,
24
+ "encoder_layers": 16,
25
+ "eos_token_id": 1,
26
+ "extra_pos_embeddings": 1,
27
+ "force_bos_token_to_be_generated": false,
28
+ "forced_eos_token_id": 1,
29
+ "gradient_checkpointing": false,
30
+ "id2label": {
31
+ "0": "LABEL_0",
32
+ "1": "LABEL_1",
33
+ "2": "LABEL_2"
34
+ },
35
+ "init_std": 0.02,
36
+ "is_encoder_decoder": true,
37
+ "label2id": {
38
+ "LABEL_0": 0,
39
+ "LABEL_1": 1,
40
+ "LABEL_2": 2
41
+ },
42
+ "length_penalty": 0.8,
43
+ "max_length": 256,
44
+ "max_position_embeddings": 1024,
45
+ "model_type": "pegasus",
46
+ "normalize_before": true,
47
+ "normalize_embedding": false,
48
+ "num_beams": 8,
49
+ "num_hidden_layers": 16,
50
+ "pad_token_id": 0,
51
+ "scale_embedding": true,
52
+ "static_position_embeddings": true,
53
+ "task_specific_params": {
54
+ "summarization_aeslc": {
55
+ "length_penalty": 0.6,
56
+ "max_length": 32,
57
+ "max_position_embeddings": 512
58
+ },
59
+ "summarization_arxiv": {
60
+ "length_penalty": 0.8,
61
+ "max_length": 256,
62
+ "max_position_embeddings": 1024
63
+ },
64
+ "summarization_big_patent": {
65
+ "length_penalty": 0.7,
66
+ "max_length": 256,
67
+ "max_position_embeddings": 1024
68
+ },
69
+ "summarization_billsum": {
70
+ "length_penalty": 0.6,
71
+ "max_length": 256,
72
+ "max_position_embeddings": 1024
73
+ },
74
+ "summarization_cnn_dailymail": {
75
+ "length_penalty": 0.8,
76
+ "max_length": 128,
77
+ "max_position_embeddings": 1024
78
+ },
79
+ "summarization_gigaword": {
80
+ "length_penalty": 0.6,
81
+ "max_length": 32,
82
+ "max_position_embeddings": 128
83
+ },
84
+ "summarization_large": {
85
+ "length_penalty": 0.8,
86
+ "max_length": 256,
87
+ "max_position_embeddings": 1024
88
+ },
89
+ "summarization_multi_news": {
90
+ "length_penalty": 0.8,
91
+ "max_length": 256,
92
+ "max_position_embeddings": 1024
93
+ },
94
+ "summarization_newsroom": {
95
+ "length_penalty": 0.8,
96
+ "max_length": 128,
97
+ "max_position_embeddings": 512
98
+ },
99
+ "summarization_pubmed": {
100
+ "length_penalty": 0.8,
101
+ "max_length": 256,
102
+ "max_position_embeddings": 1024
103
+ },
104
+ "summarization_reddit_tifu": {
105
+ "length_penalty": 0.6,
106
+ "max_length": 128,
107
+ "max_position_embeddings": 512
108
+ },
109
+ "summarization_wikihow": {
110
+ "length_penalty": 0.6,
111
+ "max_length": 256,
112
+ "max_position_embeddings": 512
113
+ },
114
+ "summarization_xsum": {
115
+ "length_penalty": 0.8,
116
+ "max_length": 64,
117
+ "max_position_embeddings": 512
118
+ }
119
+ },
120
+ "transformers_version": "4.8.0",
121
+ "use_cache": true,
122
+ "vocab_size": 96103
123
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a002b728f51c3f9123c1d421680c705126fbc5838f65f0e845b5af3bd9da89a8
3
+ size 2283825905
sample_input.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:52673aa2aa034a0a03eb123b293cb3262c9daa460d1ca923cb52e255b13b65c1
3
+ size 24629
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.json ADDED
The diff for this file is too large to render. See raw diff
 
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>", "offset": 103, "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": 1024, "special_tokens_map_file": null, "full_tokenizer_file": null, "name_or_path": "AutoNLP", "sp_model_kwargs": {}, "tokenizer_class": "PegasusTokenizer"}