Beijuka commited on
Commit
06f08f7
1 Parent(s): 510fc1e

End of training

Browse files
Files changed (2) hide show
  1. README.md +22 -40
  2. model.safetensors +1 -1
README.md CHANGED
@@ -1,41 +1,26 @@
1
  ---
2
- base_model: facebook/wav2vec2-xls-r-300m
3
- datasets:
4
- - fleurs
5
  license: apache-2.0
6
- metrics:
7
- - wer
8
  tags:
9
  - generated_from_trainer
 
 
10
  model-index:
11
  - name: wav2vec2_xls_r_300m_FLEURS_Shona_1hr_v2
12
- results:
13
- - task:
14
- type: automatic-speech-recognition
15
- name: Automatic Speech Recognition
16
- dataset:
17
- name: fleurs
18
- type: fleurs
19
- config: sn_zw
20
- split: validation
21
- args: sn_zw
22
- metrics:
23
- - type: wer
24
- value: 1.0053404539385848
25
- name: Wer
26
  ---
27
 
28
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
29
  should probably proofread and complete it, then remove this comment. -->
30
 
31
- [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/asr-africa-research-team/ASR%20Africa/runs/lpwyt5dt)
32
  # wav2vec2_xls_r_300m_FLEURS_Shona_1hr_v2
33
 
34
- This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the fleurs dataset.
35
  It achieves the following results on the evaluation set:
36
- - Loss: 13.8202
37
- - Wer: 1.0053
38
- - Cer: 1.1685
39
 
40
  ## Model description
41
 
@@ -68,22 +53,19 @@ The following hyperparameters were used during training:
68
 
69
  ### Training results
70
 
71
- | Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
72
- |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|
73
- | No log | 1.0 | 8 | 14.7278 | 6.4466 | 0.9887 |
74
- | No log | 2.0 | 16 | 14.6617 | 4.4427 | 1.0038 |
75
- | No log | 3.0 | 24 | 14.4940 | 1.2634 | 1.0645 |
76
- | No log | 4.0 | 32 | 14.2380 | 1.0 | 1.1589 |
77
- | No log | 5.0 | 40 | 13.8564 | 1.0 | 0.9520 |
78
- | No log | 6.0 | 48 | 13.0486 | 1.0 | 0.9997 |
79
- | No log | 7.0 | 56 | 11.5115 | 1.0 | 1.0 |
80
- | No log | 8.0 | 64 | 9.2890 | 1.0 | 1.0 |
81
- | No log | 9.0 | 72 | 7.5411 | 1.0 | 1.0 |
82
- | No log | 10.0 | 80 | 6.4612 | 1.0 | 1.0 |
83
- | No log | 11.0 | 88 | 5.5385 | 1.0 | 1.0 |
84
- | No log | 12.0 | 96 | 4.9727 | 1.0 | 1.0 |
85
- | 10.6364 | 13.0 | 104 | 4.6466 | 1.0 | 1.0 |
86
- | 10.6364 | 14.0 | 112 | 4.3706 | 1.0 | 1.0 |
87
 
88
 
89
  ### Framework versions
 
1
  ---
 
 
 
2
  license: apache-2.0
3
+ base_model: facebook/wav2vec2-xls-r-300m
 
4
  tags:
5
  - generated_from_trainer
6
+ metrics:
7
+ - wer
8
  model-index:
9
  - name: wav2vec2_xls_r_300m_FLEURS_Shona_1hr_v2
10
+ results: []
 
 
 
 
 
 
 
 
 
 
 
 
 
11
  ---
12
 
13
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
14
  should probably proofread and complete it, then remove this comment. -->
15
 
16
+ [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/asr-africa-research-team/ASR%20Africa/runs/y5c5xv2u)
17
  # wav2vec2_xls_r_300m_FLEURS_Shona_1hr_v2
18
 
19
+ This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the None dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 14.3032
22
+ - Wer: 1.0
23
+ - Cer: 1.4684
24
 
25
  ## Model description
26
 
 
53
 
54
  ### Training results
55
 
56
+ | Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
57
+ |:-------------:|:-----:|:----:|:---------------:|:---:|:------:|
58
+ | No log | 1.0 | 8 | 14.7171 | 1.0 | 1.5610 |
59
+ | No log | 2.0 | 16 | 14.6350 | 1.0 | 1.1264 |
60
+ | No log | 3.0 | 24 | 14.4119 | 1.0 | 0.9462 |
61
+ | No log | 4.0 | 32 | 14.0495 | 1.0 | 0.9597 |
62
+ | No log | 5.0 | 40 | 13.4414 | 1.0 | 1.0 |
63
+ | No log | 6.0 | 48 | 12.1367 | 1.0 | 1.0 |
64
+ | No log | 7.0 | 56 | 9.9086 | 1.0 | 1.0 |
65
+ | No log | 8.0 | 64 | 7.8373 | 1.0 | 1.0 |
66
+ | No log | 9.0 | 72 | 6.3719 | 1.0 | 1.0 |
67
+ | No log | 10.0 | 80 | 5.4638 | 1.0 | 1.0 |
68
+ | No log | 11.0 | 88 | 4.8611 | 1.0 | 1.0 |
 
 
 
69
 
70
 
71
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e5c79a488c3d8a4634af956eb0a16a679a6c00a43b25c6df090fb6242bcf2f8d
3
  size 1261938680
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3f8e629c18bee7033adeaeb8b42a3bd91462d9fb0d34ec0f07da742c3264990e
3
  size 1261938680