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distil_whisper_til
jimjakdiend/distil_whisper_til
distil_whisper_til is a automatic speech recognition model from jimjakdiend. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- mit
- Model type
- whisper
- Access
- Public
- Created
- May 29, 2024
- Updated
- May 30, 2024
- SHA
- c68f3ed0
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. -->
distil_whisper_til
This model is a fine-tuned version of distil-whisper/distil-large-v2 on an unknown dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.0001
- eval_wer: 0.0083
- eval_runtime: 1661.951
- eval_samples_per_second: 2.106
- eval_steps_per_second: 0.264
- epoch: 1.5982
- step: 700
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: 8
- 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: 10
- training_steps: 4000
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
- License
- mit
- Created
- May 29, 2024
- Updated
- May 30, 2024