system HF staff commited on
Commit
7d2d281
1 Parent(s): ba2e3ee

Commit From AutoTrain

Browse files
.gitattributes CHANGED
@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ *.bin.* filter=lfs diff=lfs merge=lfs -text
37
+ *.tar.gz filter=lfs diff=lfs merge=lfs -text
38
+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,50 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - autotrain
4
+ - text-classification
5
+ language:
6
+ - unk
7
+ widget:
8
+ - text: "I love AutoTrain"
9
+ datasets:
10
+ - zijun/autotrain-data-input_list
11
+ co2_eq_emissions:
12
+ emissions: 0.20160817247860105
13
+ ---
14
+
15
+ # Model Trained Using AutoTrain
16
+
17
+ - Problem type: Binary Classification
18
+ - Model ID: 71788138727
19
+ - CO2 Emissions (in grams): 0.2016
20
+
21
+ ## Validation Metrics
22
+
23
+ - Loss: 0.261
24
+ - Accuracy: 0.882
25
+ - Precision: 0.926
26
+ - Recall: 0.926
27
+ - AUC: 0.931
28
+ - F1: 0.926
29
+
30
+ ## Usage
31
+
32
+ You can use cURL to access this model:
33
+
34
+ ```
35
+ $ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/models/zijun/autotrain-input_list-71788138727
36
+ ```
37
+
38
+ Or Python API:
39
+
40
+ ```
41
+ from transformers import AutoModelForSequenceClassification, AutoTokenizer
42
+
43
+ model = AutoModelForSequenceClassification.from_pretrained("zijun/autotrain-input_list-71788138727", use_auth_token=True)
44
+
45
+ tokenizer = AutoTokenizer.from_pretrained("zijun/autotrain-input_list-71788138727", use_auth_token=True)
46
+
47
+ inputs = tokenizer("I love AutoTrain", return_tensors="pt")
48
+
49
+ outputs = model(**inputs)
50
+ ```
config.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "AutoTrain",
3
+ "_num_labels": 2,
4
+ "architectures": [
5
+ "BertForSequenceClassification"
6
+ ],
7
+ "attention_probs_dropout_prob": 0.1,
8
+ "classifier_dropout": null,
9
+ "directionality": "bidi",
10
+ "hidden_act": "gelu",
11
+ "hidden_dropout_prob": 0.1,
12
+ "hidden_size": 768,
13
+ "id2label": {
14
+ "0": "input",
15
+ "1": "list"
16
+ },
17
+ "initializer_range": 0.02,
18
+ "intermediate_size": 3072,
19
+ "label2id": {
20
+ "input": 0,
21
+ "list": 1
22
+ },
23
+ "layer_norm_eps": 1e-12,
24
+ "max_length": 64,
25
+ "max_position_embeddings": 512,
26
+ "model_type": "bert",
27
+ "num_attention_heads": 12,
28
+ "num_hidden_layers": 12,
29
+ "output_past": true,
30
+ "pad_token_id": 0,
31
+ "padding": "max_length",
32
+ "pooler_fc_size": 768,
33
+ "pooler_num_attention_heads": 12,
34
+ "pooler_num_fc_layers": 3,
35
+ "pooler_size_per_head": 128,
36
+ "pooler_type": "first_token_transform",
37
+ "position_embedding_type": "absolute",
38
+ "problem_type": "single_label_classification",
39
+ "torch_dtype": "float32",
40
+ "transformers_version": "4.29.2",
41
+ "type_vocab_size": 2,
42
+ "use_cache": true,
43
+ "vocab_size": 21128
44
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:67acdd6d851826edfc5aaa2966ac23d86a003760206c3dcfbcfe8ed8fd04df98
3
+ size 409104432
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b2c8b098dff0842b858ac10aefc99c28aa4d4f054c2a4a06918bb6080d29f8d1
3
+ size 409149557
special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
tokenizer.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c9c9a74e179a68973f69f4d9dc6245c3563b350dffa313f29b875ce9619e99c9
3
+ size 439387
tokenizer_config.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "clean_up_tokenization_spaces": true,
3
+ "cls_token": "[CLS]",
4
+ "do_lower_case": true,
5
+ "mask_token": "[MASK]",
6
+ "model_max_length": 1000000000000000019884624838656,
7
+ "pad_token": "[PAD]",
8
+ "sep_token": "[SEP]",
9
+ "strip_accents": null,
10
+ "tokenize_chinese_chars": true,
11
+ "tokenizer_class": "BertTokenizer",
12
+ "unk_token": "[UNK]"
13
+ }
vocab.txt ADDED
The diff for this file is too large to render. See raw diff