system HF staff commited on
Commit
651fe29
1 Parent(s): 5c11625

Commit From AutoTrain

Browse files
.gitattributes CHANGED
@@ -32,3 +32,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
32
  *.zip filter=lfs diff=lfs merge=lfs -text
33
  *.zst filter=lfs diff=lfs merge=lfs -text
34
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
32
  *.zip filter=lfs diff=lfs merge=lfs -text
33
  *.zst filter=lfs diff=lfs merge=lfs -text
34
  *tfevents* filter=lfs diff=lfs merge=lfs -text
35
+ *.bin.* filter=lfs diff=lfs merge=lfs -text
36
+ *.tar.gz filter=lfs diff=lfs merge=lfs -text
37
+ *.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,50 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - autotrain
4
+ - text-regression
5
+ language:
6
+ - unk
7
+ widget:
8
+ - text: "I love AutoTrain 🤗"
9
+ datasets:
10
+ - huynhdoo/autotrain-data-ell-cohesion
11
+ co2_eq_emissions:
12
+ emissions: 4.569992504332477
13
+ ---
14
+
15
+ # Model Trained Using AutoTrain
16
+
17
+ - Problem type: Single Column Regression
18
+ - Model ID: 2217971118
19
+ - CO2 Emissions (in grams): 4.5700
20
+
21
+ ## Validation Metrics
22
+
23
+ - Loss: 0.259
24
+ - MSE: 0.259
25
+ - MAE: 0.407
26
+ - R2: 0.416
27
+ - RMSE: 0.509
28
+ - Explained Variance: 0.427
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/huynhdoo/autotrain-ell-cohesion-2217971118
36
+ ```
37
+
38
+ Or Python API:
39
+
40
+ ```
41
+ from transformers import AutoModelForSequenceClassification, AutoTokenizer
42
+
43
+ model = AutoModelForSequenceClassification.from_pretrained("huynhdoo/autotrain-ell-cohesion-2217971118", use_auth_token=True)
44
+
45
+ tokenizer = AutoTokenizer.from_pretrained("huynhdoo/autotrain-ell-cohesion-2217971118", 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 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:567e4a0d2ef01649499035d8d5fe7c2d6b98e59be2a69e07aedac3cfd8ae4699
3
+ size 860
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 sha256:8513b2124833e949e7a902801fdd5709af596beb59e35d4ccd827539a33df824
3
+ size 328515693
special_tokens_map.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:06e405a36dfe4b9604f484f6a1e619af1a7f7d09e34a8555eb0b77b66318067f
3
+ size 280
tokenizer.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2c2ecf365d372bb35a4fbab56555327876893a76958a3e5956a3fe54518f06f3
3
+ size 2108856
tokenizer_config.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6061a5eb007e615c3eaf3d524843da3b1b34a0cb317f0a0f33cc1f93182c5ec6
3
+ size 377
vocab.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ed19656ea1707df69134c4af35c8ceda2cc9860bf2c3495026153a133670ab5e
3
+ size 798293