Downloads · 30 days
7
24% of all-time downloads
whisper-small-gu
rajvs20/whisper-small-gu
whisper-small-gu is a automatic speech recognition model from rajvs20. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
29
Public
Parameters
243M
6.8 GB on disk
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors972 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Dec 6, 2024
- Updated
- Dec 17, 2024
- SHA
- eb7cb9a8
Base models
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-gu
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: 0.9980
- Wer: 101.5466
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: 16
- eval_batch_size: 8
- 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: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 1.2455 | 17.5439 | 1000 | 1.2529 | 100.0 |
| 1.0102 | 35.0877 | 2000 | 1.0608 | 105.5149 |
| 0.894 | 52.6316 | 3000 | 1.0094 | 101.7908 |
| 0.8411 | 70.1754 | 4000 | 0.9980 | 101.5466 |
Framework versions
- Transformers 4.47.0
- Pytorch 2.5.1+cu118
- Datasets 3.1.0
- Tokenizers 0.21.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Dec 6, 2024
- Updated
- Dec 17, 2024