Downloads · 30 days
11
6% of all-time downloads
whisper-small-sesotho
misterkissi/whisper-small-sesotho
whisper-small-sesotho is a automatic speech recognition model from misterkissi. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as cc-by-nc-sa-4.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
183
Public
Parameters
242M
967 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors967 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- cc-by-nc-sa-4.0
- Model type
- whisper
- Access
- Public
- Created
- Jul 23, 2025
- Updated
- Aug 15, 2025
- SHA
- 7cbfdbd6
Base models
Spaces
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
whisper-small-sesotho
This model is a fine-tuned version of openai/whisper-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5607
- Wer: 0.4212
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 32
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 1.5799 | 8.4746 | 500 | 0.4938 | 0.4363 |
| 0.0106 | 16.9492 | 1000 | 0.5006 | 0.3685 |
| 0.0018 | 25.4237 | 1500 | 0.5144 | 0.3372 |
| 0.001 | 33.8983 | 2000 | 0.5209 | 0.4070 |
| 0.0002 | 42.3729 | 2500 | 0.5338 | 0.4846 |
| 0.0002 | 50.8475 | 3000 | 0.5435 | 0.4885 |
| 0.0001 | 59.3220 | 3500 | 0.5503 | 0.4632 |
| 0.0001 | 67.7966 | 4000 | 0.5554 | 0.4104 |
| 0.0001 | 76.2712 | 4500 | 0.5590 | 0.4217 |
| 0.0001 | 84.7458 | 5000 | 0.5607 | 0.4212 |
Framework versions
- Transformers 4.52.4
- Pytorch 2.6.0+cu124
- Datasets 2.14.4
- Tokenizers 0.21.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- cc-by-nc-sa-4.0
- Created
- Jul 23, 2025
- Updated
- Aug 15, 2025