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Modelo_3_Whisper_Tiny
mfidabel/Modelo_3_Whisper_Tiny
Modelo_3_Whisper_Tiny is a machine learning model from mfidabel. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. 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
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Mar 7, 2024
- Updated
- Mar 8, 2024
- SHA
- 20c1324c
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. -->
Modelo_3_Whisper_Tiny
This model is a fine-tuned version of openai/whisper-tiny on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4710
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: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 50
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.9233 | 1.0 | 1295 | 0.7396 |
| 0.8323 | 2.0 | 2590 | 0.6168 |
| 0.6931 | 3.0 | 3885 | 0.5398 |
| 0.5671 | 4.0 | 5180 | 0.4955 |
| 0.489 | 5.0 | 6475 | 0.4710 |
Framework versions
- PEFT 0.7.1
- Transformers 4.36.2
- Pytorch 2.1.0+cu118
- Datasets 2.16.1
- Tokenizers 0.15.2
- Library
- peft
- License
- apache-2.0
- Created
- Mar 7, 2024
- Updated
- Mar 8, 2024