system HF staff commited on
Commit
a84607f
1 Parent(s): a2c204b

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
+ tokenizer.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
+ - en
7
+ widget:
8
+ - text: "I love AutoTrain 🤗"
9
+ datasets:
10
+ - Cleighton071/autotrain-data-detection-for-product-location
11
+ co2_eq_emissions:
12
+ emissions: 2.30199726014708
13
+ ---
14
+
15
+ # Model Trained Using AutoTrain
16
+
17
+ - Problem type: Multi-class Classification
18
+ - Model ID: 44269111681
19
+ - CO2 Emissions (in grams): 2.3020
20
+
21
+ ## Validation Metrics
22
+
23
+ - Loss: 0.005
24
+ - Accuracy: 0.999
25
+ - Macro F1: 0.999
26
+ - Micro F1: 0.999
27
+ - Weighted F1: 0.999
28
+ - Macro Precision: 0.999
29
+ - Micro Precision: 0.999
30
+ - Weighted Precision: 0.999
31
+ - Macro Recall: 0.999
32
+ - Micro Recall: 0.999
33
+ - Weighted Recall: 0.999
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/Cleighton071/autotrain-detection-for-product-location-44269111681
42
+ ```
43
+
44
+ Or Python API:
45
+
46
+ ```
47
+ from transformers import AutoModelForSequenceClassification, AutoTokenizer
48
+
49
+ model = AutoModelForSequenceClassification.from_pretrained("Cleighton071/autotrain-detection-for-product-location-44269111681", use_auth_token=True)
50
+
51
+ tokenizer = AutoTokenizer.from_pretrained("Cleighton071/autotrain-detection-for-product-location-44269111681", 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 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "AutoTrain",
3
+ "_num_labels": 2,
4
+ "architectures": [
5
+ "DebertaForSequenceClassification"
6
+ ],
7
+ "attention_probs_dropout_prob": 0.1,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 768,
11
+ "id2label": {
12
+ "0": "City",
13
+ "1": "Location"
14
+ },
15
+ "initializer_range": 0.02,
16
+ "intermediate_size": 3072,
17
+ "label2id": {
18
+ "City": 0,
19
+ "Location": 1
20
+ },
21
+ "layer_norm_eps": 1e-07,
22
+ "max_length": 64,
23
+ "max_position_embeddings": 512,
24
+ "max_relative_positions": -1,
25
+ "model_type": "deberta",
26
+ "num_attention_heads": 12,
27
+ "num_hidden_layers": 12,
28
+ "pad_token_id": 0,
29
+ "padding": "max_length",
30
+ "pooler_dropout": 0,
31
+ "pooler_hidden_act": "gelu",
32
+ "pooler_hidden_size": 768,
33
+ "pos_att_type": [
34
+ "c2p",
35
+ "p2c"
36
+ ],
37
+ "position_biased_input": false,
38
+ "relative_attention": true,
39
+ "torch_dtype": "float32",
40
+ "transformers_version": "4.25.1",
41
+ "type_vocab_size": 0,
42
+ "vocab_size": 50265
43
+ }
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:bcda807db83abcd7f62f94e7a4f01d21639084b6059efc9d641cd07ab8cafdf7
3
+ size 556848625
special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "[CLS]",
4
+ "lstrip": false,
5
+ "normalized": true,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "[CLS]",
11
+ "lstrip": false,
12
+ "normalized": true,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "[SEP]",
18
+ "lstrip": false,
19
+ "normalized": true,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "[MASK]",
25
+ "lstrip": true,
26
+ "normalized": true,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "[PAD]",
32
+ "lstrip": false,
33
+ "normalized": true,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "[SEP]",
39
+ "lstrip": false,
40
+ "normalized": true,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "[UNK]",
46
+ "lstrip": false,
47
+ "normalized": true,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
tokenizer.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:24b59b42a04c6b31ff64005a6d966a1a4863ddcc4721f7aa1cf74539db17c974
3
+ size 2109846
tokenizer_config.json ADDED
@@ -0,0 +1,67 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_bos_token": false,
3
+ "add_prefix_space": false,
4
+ "bos_token": {
5
+ "__type": "AddedToken",
6
+ "content": "[CLS]",
7
+ "lstrip": false,
8
+ "normalized": true,
9
+ "rstrip": false,
10
+ "single_word": false
11
+ },
12
+ "cls_token": {
13
+ "__type": "AddedToken",
14
+ "content": "[CLS]",
15
+ "lstrip": false,
16
+ "normalized": true,
17
+ "rstrip": false,
18
+ "single_word": false
19
+ },
20
+ "do_lower_case": false,
21
+ "eos_token": {
22
+ "__type": "AddedToken",
23
+ "content": "[SEP]",
24
+ "lstrip": false,
25
+ "normalized": true,
26
+ "rstrip": false,
27
+ "single_word": false
28
+ },
29
+ "errors": "replace",
30
+ "mask_token": {
31
+ "__type": "AddedToken",
32
+ "content": "[MASK]",
33
+ "lstrip": true,
34
+ "normalized": true,
35
+ "rstrip": false,
36
+ "single_word": false
37
+ },
38
+ "model_max_length": 512,
39
+ "name_or_path": "AutoTrain",
40
+ "pad_token": {
41
+ "__type": "AddedToken",
42
+ "content": "[PAD]",
43
+ "lstrip": false,
44
+ "normalized": true,
45
+ "rstrip": false,
46
+ "single_word": false
47
+ },
48
+ "sep_token": {
49
+ "__type": "AddedToken",
50
+ "content": "[SEP]",
51
+ "lstrip": false,
52
+ "normalized": true,
53
+ "rstrip": false,
54
+ "single_word": false
55
+ },
56
+ "special_tokens_map_file": null,
57
+ "tokenizer_class": "DebertaTokenizer",
58
+ "unk_token": {
59
+ "__type": "AddedToken",
60
+ "content": "[UNK]",
61
+ "lstrip": false,
62
+ "normalized": true,
63
+ "rstrip": false,
64
+ "single_word": false
65
+ },
66
+ "vocab_type": "gpt2"
67
+ }
vocab.json ADDED
The diff for this file is too large to render. See raw diff