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whisper-medium-LoRA
adityarra07/whisper-medium-LoRA
whisper-medium-LoRA is a machine learning model from adityarra07. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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Public
Updated Mar 26, 2024
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Mar 26, 2024
- Updated
- Mar 26, 2024
- SHA
- a75cd157
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-medium-LoRA
This model is a fine-tuned version of openai/whisper-medium on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3284
- Wer: 12.2024
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: 0.001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 6
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.6785 | 1.0 | 789 | 0.4078 | 18.0952 |
| 0.3283 | 2.0 | 1578 | 0.3660 | 19.9802 |
| 0.2298 | 3.0 | 2367 | 0.3391 | 14.2063 |
| 0.1458 | 4.0 | 3156 | 0.3307 | 13.7302 |
| 0.0688 | 5.0 | 3945 | 0.3211 | 12.5 |
| 0.0222 | 6.0 | 4734 | 0.3284 | 12.2024 |
Framework versions
- Transformers 4.33.1
- Pytorch 2.0.1+cu117
- Datasets 2.14.5
- Tokenizers 0.13.3
- License
- apache-2.0
- Created
- Mar 26, 2024
- Updated
- Mar 26, 2024