Downloads · 30 days
653
5% of all-time downloads
whisper-large-v3-czech-cv13
mikr/whisper-large-v3-czech-cv13
whisper-large-v3-czech-cv13 is a automatic speech recognition model from mikr. 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
12.9K
Public
Parameters
1.6B
21.5 GB on disk
Likes
6
Public
Repo makeup
Click a slice to open those files.
.safetensors3.2 GB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Nov 11, 2023
- Updated
- Nov 17, 2023
- SHA
- 207b7a2b
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. -->
openai/whisper-large-v3
This model is a fine-tuned version of openai/whisper-large-v3 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1283
- Wer: 0.0789
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: 62
- eval_batch_size: 16
- seed: 42
- distributed_type: multi-GPU
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- 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 |
|---|---|---|---|---|
| 0.0138 | 2.24 | 1000 | 0.0962 | 0.0863 |
| 0.004 | 4.48 | 2000 | 0.1117 | 0.0844 |
| 0.0015 | 6.73 | 3000 | 0.1178 | 0.0807 |
| 0.0004 | 8.97 | 4000 | 0.1219 | 0.0792 |
| 0.0002 | 11.21 | 5000 | 0.1283 | 0.0789 |
Framework versions
- Transformers 4.36.0.dev0
- Pytorch 2.0.0+cu117
- Datasets 2.14.6
- Tokenizers 0.14.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Nov 11, 2023
- Updated
- Nov 17, 2023