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whisper-large-v3-czech
Cem13/whisper-large-v3-czech
whisper-large-v3-czech is a automatic speech recognition model from Cem13. 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. --
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Jun 5, 2024
- Updated
- Jun 9, 2024
- SHA
- a49cba61
Base models
Datasets
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 large cs - jan_zizka
This model is a fine-tuned version of openai/whisper-large-v3 on the combined dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.1242
- eval_wer: 11.3608
- eval_runtime: 14167.2564
- eval_samples_per_second: 0.624
- eval_steps_per_second: 0.078
- epoch: 0.3795
- step: 1000
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 4000
- mixed_precision_training: Native AMP
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- cs
- Created
- Jun 5, 2024
- Updated
- Jun 9, 2024