system HF staff commited on
Commit
3031df2
1 Parent(s): 644afcb

Commit From AutoTrain

Browse files
.gitattributes CHANGED
@@ -25,3 +25,6 @@ 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
+ *.bin.* filter=lfs diff=lfs merge=lfs -text
29
+ *.tar.gz filter=lfs diff=lfs merge=lfs -text
30
+ *.pkl filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags: autotrain
3
+ language: en
4
+ widget:
5
+ - text: "I love AutoTrain 🤗"
6
+ datasets:
7
+ - ismail-lucifer011/autotrain-data-job_all
8
+ co2_eq_emissions: 192.68222884611995
9
+ ---
10
+
11
+ # Model Trained Using AutoTrain
12
+
13
+ - Problem type: Entity Extraction
14
+ - Model ID: 903929564
15
+ - CO2 Emissions (in grams): 192.68222884611995
16
+
17
+ ## Validation Metrics
18
+
19
+ - Loss: 0.0036299973726272583
20
+ - Accuracy: 0.9989412009896035
21
+ - Precision: 0.9863310000901253
22
+ - Recall: 0.9885186672019269
23
+ - F1: 0.9874236219367322
24
+
25
+ ## Usage
26
+
27
+ You can use cURL to access this model:
28
+
29
+ ```
30
+ $ 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/ismail-lucifer011/autotrain-job_all-903929564
31
+ ```
32
+
33
+ Or Python API:
34
+
35
+ ```
36
+ from transformers import AutoModelForTokenClassification, AutoTokenizer
37
+
38
+ model = AutoModelForTokenClassification.from_pretrained("ismail-lucifer011/autotrain-job_all-903929564", use_auth_token=True)
39
+
40
+ tokenizer = AutoTokenizer.from_pretrained("ismail-lucifer011/autotrain-job_all-903929564", use_auth_token=True)
41
+
42
+ inputs = tokenizer("I love AutoTrain", return_tensors="pt")
43
+
44
+ outputs = model(**inputs)
45
+ ```
config.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "AutoTrain",
3
+ "_num_labels": 2,
4
+ "activation": "gelu",
5
+ "architectures": [
6
+ "DistilBertForTokenClassification"
7
+ ],
8
+ "attention_dropout": 0.1,
9
+ "dim": 768,
10
+ "dropout": 0.1,
11
+ "hidden_dim": 3072,
12
+ "id2label": {
13
+ "0": "Job",
14
+ "1": "OOV"
15
+ },
16
+ "initializer_range": 0.02,
17
+ "label2id": {
18
+ "Job": 0,
19
+ "OOV": 1
20
+ },
21
+ "max_length": 128,
22
+ "max_position_embeddings": 512,
23
+ "model_type": "distilbert",
24
+ "n_heads": 12,
25
+ "n_layers": 6,
26
+ "output_past": true,
27
+ "pad_token_id": 0,
28
+ "padding": "max_length",
29
+ "qa_dropout": 0.1,
30
+ "seq_classif_dropout": 0.2,
31
+ "sinusoidal_pos_embds": false,
32
+ "tie_weights_": true,
33
+ "torch_dtype": "float32",
34
+ "transformers_version": "4.15.0",
35
+ "vocab_size": 28996
36
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4f4d609d198bd4ef66971788b73ee50b0ce2232a7ebce05a5ced26e6f60c1c02
3
+ size 260809205
sample_input.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:63a7390043a013aa170c5404a51a8193b9f1f13cb5534e6562738d3b3bc7d418
3
+ size 4944
special_tokens_map.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"do_lower_case": false, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "AutoTrain", "tokenizer_class": "DistilBertTokenizer"}
vocab.txt ADDED
The diff for this file is too large to render. See raw diff