system HF staff commited on
Commit
cbf3ab1
1 Parent(s): 4bdd8be

Commit From AutoTrain

Browse files
.gitattributes CHANGED
@@ -31,3 +31,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
31
  *.zip filter=lfs diff=lfs merge=lfs -text
32
  *.zst filter=lfs diff=lfs merge=lfs -text
33
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
31
  *.zip filter=lfs diff=lfs merge=lfs -text
32
  *.zst filter=lfs diff=lfs merge=lfs -text
33
  *tfevents* filter=lfs diff=lfs merge=lfs -text
34
+ *.bin.* filter=lfs diff=lfs merge=lfs -text
35
+ *.tar.gz filter=lfs diff=lfs merge=lfs -text
36
+ *.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - autotrain
4
+ - text-classification
5
+ language:
6
+ - unk
7
+ widget:
8
+ - text: "I love AutoTrain 🤗"
9
+ datasets:
10
+ - lewtun/autotrain-data-mgb-product-reviews-xlm-r
11
+ co2_eq_emissions:
12
+ emissions: 19.116414139555882
13
+ ---
14
+
15
+ # Model Trained Using AutoTrain
16
+
17
+ - Problem type: Multi-class Classification
18
+ - Model ID: 1904264758
19
+ - CO2 Emissions (in grams): 19.1164
20
+
21
+ ## Validation Metrics
22
+
23
+ - Loss: 1.021
24
+ - Accuracy: 0.563
25
+ - Macro F1: 0.555
26
+ - Micro F1: 0.563
27
+ - Weighted F1: 0.556
28
+ - Macro Precision: 0.555
29
+ - Micro Precision: 0.563
30
+ - Weighted Precision: 0.556
31
+ - Macro Recall: 0.562
32
+ - Micro Recall: 0.563
33
+ - Weighted Recall: 0.563
34
+
35
+
36
+ ## Usage
37
+
38
+ You can use cURL to access this model:
39
+
40
+ ```
41
+ $ 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/lewtun/autotrain-mgb-product-reviews-xlm-r-1904264758
42
+ ```
43
+
44
+ Or Python API:
45
+
46
+ ```
47
+ from transformers import AutoModelForSequenceClassification, AutoTokenizer
48
+
49
+ model = AutoModelForSequenceClassification.from_pretrained("lewtun/autotrain-mgb-product-reviews-xlm-r-1904264758", use_auth_token=True)
50
+
51
+ tokenizer = AutoTokenizer.from_pretrained("lewtun/autotrain-mgb-product-reviews-xlm-r-1904264758", use_auth_token=True)
52
+
53
+ inputs = tokenizer("I love AutoTrain", return_tensors="pt")
54
+
55
+ outputs = model(**inputs)
56
+ ```
config.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f66765d436318a3af8556e7e1d539c130b458ba6b29ac0dba40ba20b0ee1c9cc
3
+ size 1001
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d22507aa5f5bef5ee92d9cb4157d5272811a55669efd675f496afbe747f043ee
3
+ size 1112261613
sentencepiece.bpe.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
3
+ size 5069051
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:b93bf61272f75c0a0b96b85fa262d2242e8a46008d76095386e98675f0bdd119
3
+ size 17082925
tokenizer_config.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bb891f26724f8deb8bc6a0b97bc9dfe38f87c2f86a75130bed448b19f2a7ef1a
3
+ size 444