Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +49 -0
- config.json +3 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +3 -0
- tokenizer.json +3 -0
- tokenizer_config.json +3 -0
- vocab.txt +0 -0
.gitattributes
CHANGED
@@ -30,3 +30,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
30 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
31 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
32 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
30 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
31 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
32 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
33 |
+
*.bin.* filter=lfs diff=lfs merge=lfs -text
|
34 |
+
*.tar.gz filter=lfs diff=lfs merge=lfs -text
|
35 |
+
*.json filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
tags:
|
3 |
+
- autotrain
|
4 |
+
- token-classification
|
5 |
+
language:
|
6 |
+
- en
|
7 |
+
widget:
|
8 |
+
- text: "I love AutoTrain 🤗"
|
9 |
+
datasets:
|
10 |
+
- hemangjoshi37a/autotrain-data-ratnakar_1000_sample_curated
|
11 |
+
co2_eq_emissions:
|
12 |
+
emissions: 2.1802563684907916
|
13 |
+
---
|
14 |
+
|
15 |
+
# Model Trained Using AutoTrain
|
16 |
+
|
17 |
+
- Problem type: Entity Extraction
|
18 |
+
- Model ID: 1474454086
|
19 |
+
- CO2 Emissions (in grams): 2.1803
|
20 |
+
|
21 |
+
## Validation Metrics
|
22 |
+
|
23 |
+
- Loss: 0.177
|
24 |
+
- Accuracy: 0.957
|
25 |
+
- Precision: 0.839
|
26 |
+
- Recall: 0.888
|
27 |
+
- F1: 0.863
|
28 |
+
|
29 |
+
## Usage
|
30 |
+
|
31 |
+
You can use cURL to access this model:
|
32 |
+
|
33 |
+
```
|
34 |
+
$ 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/hemangjoshi37a/autotrain-ratnakar_1000_sample_curated-1474454086
|
35 |
+
```
|
36 |
+
|
37 |
+
Or Python API:
|
38 |
+
|
39 |
+
```
|
40 |
+
from transformers import AutoModelForTokenClassification, AutoTokenizer
|
41 |
+
|
42 |
+
model = AutoModelForTokenClassification.from_pretrained("hemangjoshi37a/autotrain-ratnakar_1000_sample_curated-1474454086", use_auth_token=True)
|
43 |
+
|
44 |
+
tokenizer = AutoTokenizer.from_pretrained("hemangjoshi37a/autotrain-ratnakar_1000_sample_curated-1474454086", use_auth_token=True)
|
45 |
+
|
46 |
+
inputs = tokenizer("I love AutoTrain", return_tensors="pt")
|
47 |
+
|
48 |
+
outputs = model(**inputs)
|
49 |
+
```
|
config.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b18481f7c589db46b22b15ef849699ffa767cbb4ef36f7678746c619cb87afce
|
3 |
+
size 1403
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fb4da665fa2936b19331b6608c947629c74792c7aaba0cc34ee8c0b9ed200ad6
|
3 |
+
size 1330303153
|
special_tokens_map.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3
|
3 |
+
size 125
|
tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d60c1f51f38a6089ba8f11f30ac3e1ee902bfd9270124c8a8d8479cb197f36e2
|
3 |
+
size 669186
|
tokenizer_config.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:752fd07eb31b39ef616464da21544eeaf8f2bedceb63a0abe1ec6959a681e8b4
|
3 |
+
size 341
|
vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|