ymoslem commited on
Commit
83ccdfb
1 Parent(s): cfbf917

End of training

Browse files
README.md CHANGED
@@ -3,17 +3,25 @@ license: apache-2.0
3
  base_model: openai/whisper-tiny
4
  tags:
5
  - generated_from_trainer
 
 
 
6
  model-index:
7
- - name: whisper-tiny-ga2en-v1.5
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
- # whisper-tiny-ga2en-v1.5
15
 
16
  This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on an unknown dataset.
 
 
 
 
 
17
 
18
  ## Model description
19
 
@@ -42,6 +50,22 @@ The following hyperparameters were used during training:
42
  - training_steps: 1000
43
  - mixed_precision_training: Native AMP
44
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
45
  ### Framework versions
46
 
47
  - Transformers 4.39.2
 
3
  base_model: openai/whisper-tiny
4
  tags:
5
  - generated_from_trainer
6
+ metrics:
7
+ - bleu
8
+ - wer
9
  model-index:
10
+ - name: Whisper Tiny GA-EN Speech Translation
11
  results: []
12
  ---
13
 
14
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
  should probably proofread and complete it, then remove this comment. -->
16
 
17
+ # Whisper Tiny GA-EN Speech Translation
18
 
19
  This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on an unknown dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 2.7758
22
+ - Bleu: 15.81
23
+ - Chrf: 32.03
24
+ - Wer: 96.3980
25
 
26
  ## Model description
27
 
 
50
  - training_steps: 1000
51
  - mixed_precision_training: Native AMP
52
 
53
+ ### Training results
54
+
55
+ | Training Loss | Epoch | Step | Validation Loss | Bleu | Chrf | Wer |
56
+ |:-------------:|:-----:|:----:|:---------------:|:-----:|:-----:|:--------:|
57
+ | 0.9302 | 0.74 | 100 | 2.1831 | 8.7 | 24.4 | 114.2729 |
58
+ | 0.3304 | 1.48 | 200 | 2.2829 | 11.34 | 28.63 | 115.6686 |
59
+ | 0.1095 | 2.22 | 300 | 2.4409 | 11.35 | 29.53 | 117.4696 |
60
+ | 0.0781 | 2.96 | 400 | 2.5060 | 12.55 | 29.32 | 110.1306 |
61
+ | 0.0506 | 3.7 | 500 | 2.6288 | 16.65 | 31.61 | 91.9856 |
62
+ | 0.041 | 4.44 | 600 | 2.6641 | 15.82 | 31.65 | 96.1279 |
63
+ | 0.0335 | 5.19 | 700 | 2.7090 | 17.56 | 32.23 | 90.4998 |
64
+ | 0.0296 | 5.93 | 800 | 2.7257 | 16.61 | 32.11 | 93.0662 |
65
+ | 0.0278 | 6.67 | 900 | 2.7528 | 15.38 | 31.57 | 95.7226 |
66
+ | 0.0217 | 7.41 | 1000 | 2.7758 | 15.81 | 32.03 | 96.3980 |
67
+
68
+
69
  ### Framework versions
70
 
71
  - Transformers 4.39.2
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a7682d9556fe9b302bb7234e93f8703083a739af56d44a1fb465b360f9dac3ff
3
  size 151061672
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:025288e928bd4e9843aa3bf10904e30cbe4b60ecd2b15629466f5e84ae140756
3
  size 151061672
runs/Apr02_03-01-20_f9860dcfe305/events.out.tfevents.1712026967.f9860dcfe305.48609.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0c7955269a33780c151c1ff6cb45706a17a0f94bf17015e01bddcd35cf298acc
3
- size 18025
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3295ab270d65817ed096db6f49d4b656b5070a594601abd8b58bf4a7deb09abe
3
+ size 18379