tsobolev commited on
Commit
529757e
·
1 Parent(s): 95080da

End of training

Browse files
Files changed (2) hide show
  1. README.md +64 -0
  2. generation_config.json +1 -1
README.md ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language:
3
+ - ka
4
+ license: apache-2.0
5
+ base_model: openai/whisper-small
6
+ tags:
7
+ - generated_from_trainer
8
+ metrics:
9
+ - wer
10
+ model-index:
11
+ - name: Whisper Small Ka - tsobolev
12
+ results: []
13
+ ---
14
+
15
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
16
+ should probably proofread and complete it, then remove this comment. -->
17
+
18
+ # Whisper Small Ka - tsobolev
19
+
20
+ This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the None dataset.
21
+ It achieves the following results on the evaluation set:
22
+ - Loss: 0.0542
23
+ - Wer Ortho: 0.2785
24
+ - Wer: 0.2470
25
+
26
+ ## Model description
27
+
28
+ More information needed
29
+
30
+ ## Intended uses & limitations
31
+
32
+ More information needed
33
+
34
+ ## Training and evaluation data
35
+
36
+ More information needed
37
+
38
+ ## Training procedure
39
+
40
+ ### Training hyperparameters
41
+
42
+ The following hyperparameters were used during training:
43
+ - learning_rate: 1e-05
44
+ - train_batch_size: 16
45
+ - eval_batch_size: 8
46
+ - seed: 42
47
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
48
+ - lr_scheduler_type: linear
49
+ - lr_scheduler_warmup_steps: 50
50
+ - training_steps: 5000
51
+
52
+ ### Training results
53
+
54
+ | Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
55
+ |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|
56
+ | 0.0123 | 2.76 | 5000 | 0.0542 | 0.2785 | 0.2470 |
57
+
58
+
59
+ ### Framework versions
60
+
61
+ - Transformers 4.32.1
62
+ - Pytorch 2.0.0
63
+ - Datasets 2.14.4
64
+ - Tokenizers 0.13.3
generation_config.json CHANGED
@@ -265,5 +265,5 @@
265
  "transcribe": 50359,
266
  "translate": 50358
267
  },
268
- "transformers_version": "4.30.2"
269
  }
 
265
  "transcribe": 50359,
266
  "translate": 50358
267
  },
268
+ "transformers_version": "4.32.1"
269
  }