rasyosef commited on
Commit
0b6a67b
1 Parent(s): ce81b5d

finetuning complete

Browse files
Files changed (2) hide show
  1. README.md +3 -12
  2. config.json +8 -0
README.md CHANGED
@@ -4,22 +4,18 @@ base_model: roberta-base
4
  tags:
5
  - generated_from_keras_callback
6
  model-index:
7
- - name: rasyosef/roberta-base-finetuned-sst2
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information Keras had access to. You should
12
  probably proofread and complete it, then remove this comment. -->
13
 
14
- # rasyosef/roberta-base-finetuned-sst2
15
 
16
  This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
17
  It achieves the following results on the evaluation set:
18
- - Train Loss: 0.0760
19
- - Train Accuracy: 0.9736
20
- - Validation Loss: 0.2081
21
- - Validation Accuracy: 0.9346
22
- - Epoch: 2
23
 
24
  ## Model description
25
 
@@ -43,11 +39,6 @@ The following hyperparameters were used during training:
43
 
44
  ### Training results
45
 
46
- | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
47
- |:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
48
- | 0.2126 | 0.9165 | 0.1748 | 0.9335 | 0 |
49
- | 0.1223 | 0.9562 | 0.1806 | 0.9381 | 1 |
50
- | 0.0760 | 0.9736 | 0.2081 | 0.9346 | 2 |
51
 
52
 
53
  ### Framework versions
 
4
  tags:
5
  - generated_from_keras_callback
6
  model-index:
7
+ - name: roberta-base-finetuned-sst2
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information Keras had access to. You should
12
  probably proofread and complete it, then remove this comment. -->
13
 
14
+ # roberta-base-finetuned-sst2
15
 
16
  This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
17
  It achieves the following results on the evaluation set:
18
+
 
 
 
 
19
 
20
  ## Model description
21
 
 
39
 
40
  ### Training results
41
 
 
 
 
 
 
42
 
43
 
44
  ### Framework versions
config.json CHANGED
@@ -10,8 +10,16 @@
10
  "hidden_act": "gelu",
11
  "hidden_dropout_prob": 0.1,
12
  "hidden_size": 768,
 
 
 
 
13
  "initializer_range": 0.02,
14
  "intermediate_size": 3072,
 
 
 
 
15
  "layer_norm_eps": 1e-05,
16
  "max_position_embeddings": 514,
17
  "model_type": "roberta",
 
10
  "hidden_act": "gelu",
11
  "hidden_dropout_prob": 0.1,
12
  "hidden_size": 768,
13
+ "id2label": {
14
+ "0": "negative",
15
+ "1": "positive"
16
+ },
17
  "initializer_range": 0.02,
18
  "intermediate_size": 3072,
19
+ "label2id": {
20
+ "negative": "0",
21
+ "positive": "1"
22
+ },
23
  "layer_norm_eps": 1e-05,
24
  "max_position_embeddings": 514,
25
  "model_type": "roberta",