abhishek HF staff commited on
Commit
e98f2b9
1 Parent(s): ea743cc

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 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags: autonlp
3
+ language: en
4
+ widget:
5
+ - text: "I love AutoNLP 🤗"
6
+ datasets:
7
+ - sefaozalpadl/autonlp-data-stop_the_steal_relevancy_analysis
8
+ co2_eq_emissions: 0.6503024714880831
9
+ ---
10
+
11
+ # Model Trained Using AutoNLP
12
+
13
+ - Problem type: Binary Classification
14
+ - Model ID: 23995359
15
+ - CO2 Emissions (in grams): 0.6503024714880831
16
+
17
+ ## Validation Metrics
18
+
19
+ - Loss: 0.49598395824432373
20
+ - Accuracy: 0.7907801418439716
21
+ - Precision: 0.7841726618705036
22
+ - Recall: 0.7898550724637681
23
+ - AUC: 0.8774154589371981
24
+ - F1: 0.7870036101083032
25
+
26
+ ## Usage
27
+
28
+ You can use cURL to access this model:
29
+
30
+ ```
31
+ $ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoNLP"}' https://api-inference.huggingface.co/models/sefaozalpadl/autonlp-stop_the_steal_relevancy_analysis-23995359
32
+ ```
33
+
34
+ Or Python API:
35
+
36
+ ```
37
+ from transformers import AutoModelForSequenceClassification, AutoTokenizer
38
+
39
+ model = AutoModelForSequenceClassification.from_pretrained("sefaozalpadl/autonlp-stop_the_steal_relevancy_analysis-23995359", use_auth_token=True)
40
+
41
+ tokenizer = AutoTokenizer.from_pretrained("sefaozalpadl/autonlp-stop_the_steal_relevancy_analysis-23995359", use_auth_token=True)
42
+
43
+ inputs = tokenizer("I love AutoNLP", return_tensors="pt")
44
+
45
+ outputs = model(**inputs)
46
+ ```
config.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "AutoNLP",
3
+ "_num_labels": 2,
4
+ "architectures": [
5
+ "RobertaForSequenceClassification"
6
+ ],
7
+ "attention_probs_dropout_prob": 0.1,
8
+ "bos_token_id": 0,
9
+ "eos_token_id": 2,
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 768,
14
+ "id2label": {
15
+ "0": "No",
16
+ "1": "Yes"
17
+ },
18
+ "initializer_range": 0.02,
19
+ "intermediate_size": 3072,
20
+ "label2id": {
21
+ "No": 0,
22
+ "Yes": 1
23
+ },
24
+ "layer_norm_eps": 1e-05,
25
+ "max_length": 128,
26
+ "max_position_embeddings": 514,
27
+ "model_type": "roberta",
28
+ "num_attention_heads": 12,
29
+ "num_hidden_layers": 6,
30
+ "pad_token_id": 1,
31
+ "padding": "max_length",
32
+ "position_embedding_type": "absolute",
33
+ "problem_type": "single_label_classification",
34
+ "transformers_version": "4.8.0",
35
+ "type_vocab_size": 1,
36
+ "use_cache": true,
37
+ "vocab_size": 50265
38
+ }
merges.txt ADDED
The diff for this file is too large to render. See raw diff
 
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ce9edf770efb129395d001f871fdb08813f32e28e8368ea18927b2d297016062
3
+ size 328525933
sample_input.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e6ec5dc018a0ba8d0cf1ac54a09be0f4749e75354e968230a1b194799b7fd53f
3
+ size 3058
special_tokens_map.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "AutoNLP", "tokenizer_class": "RobertaTokenizer"}
vocab.json ADDED
The diff for this file is too large to render. See raw diff