Downloads · 30 days
2
5% of all-time downloads
whisper-tiny-hi_test
GautamR/whisper-tiny-hi_test
whisper-tiny-hi_test is a automatic speech recognition model from GautamR. Use it when you need speech turned into text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
40
Public
Parameters
37.8M
1.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors151 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- Model type
- whisper
- Access
- Public
- Created
- May 24, 2024
- Updated
- May 24, 2024
- SHA
- d07d4257
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-tiny-hi_test
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.3405
- Wer: 101.7544
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: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 4
- training_steps: 20
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 2.3725 | 10.0 | 10 | 2.3405 | 101.7544 |
| 1.5413 | 20.0 | 20 | 1.7254 | 263.1579 |
Framework versions
- Transformers 4.41.1
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- Created
- May 24, 2024
- Updated
- May 24, 2024