lilouuch commited on
Commit
3bd7ddd
·
verified ·
1 Parent(s): 1d10638

End of training

Browse files
Files changed (1) hide show
  1. README.md +16 -1
README.md CHANGED
@@ -3,6 +3,9 @@ license: mit
3
  base_model: prajjwal1/bert-medium
4
  tags:
5
  - generated_from_trainer
 
 
 
6
  model-index:
7
  - name: bert_medium_Goodreads_Books_Reviews
8
  results: []
@@ -13,7 +16,11 @@ should probably proofread and complete it, then remove this comment. -->
13
 
14
  # bert_medium_Goodreads_Books_Reviews
15
 
16
- This model is a fine-tuned version of [prajjwal1/bert-medium](https://huggingface.co/prajjwal1/bert-medium) on an unknown dataset.
 
 
 
 
17
 
18
  ## Model description
19
 
@@ -41,6 +48,14 @@ The following hyperparameters were used during training:
41
  - lr_scheduler_warmup_steps: 1000
42
  - num_epochs: 2
43
 
 
 
 
 
 
 
 
 
44
  ### Framework versions
45
 
46
  - Transformers 4.38.1
 
3
  base_model: prajjwal1/bert-medium
4
  tags:
5
  - generated_from_trainer
6
+ metrics:
7
+ - f1
8
+ - accuracy
9
  model-index:
10
  - name: bert_medium_Goodreads_Books_Reviews
11
  results: []
 
16
 
17
  # bert_medium_Goodreads_Books_Reviews
18
 
19
+ This model is a fine-tuned version of [prajjwal1/bert-medium](https://huggingface.co/prajjwal1/bert-medium) on the None dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 0.8175
22
+ - F1: 0.6058
23
+ - Accuracy: 0.6523
24
 
25
  ## Model description
26
 
 
48
  - lr_scheduler_warmup_steps: 1000
49
  - num_epochs: 2
50
 
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | F1 | Accuracy |
54
+ |:-------------:|:-----:|:-----:|:---------------:|:------:|:--------:|
55
+ | 0.8393 | 1.0 | 12657 | 0.8355 | 0.5960 | 0.6430 |
56
+ | 0.7965 | 2.0 | 25314 | 0.8175 | 0.6058 | 0.6523 |
57
+
58
+
59
  ### Framework versions
60
 
61
  - Transformers 4.38.1