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CngFSt3T_small_model
Marcusxx/CngFSt3T_small_model
CngFSt3T_small_model is a machine learning model from Marcusxx. 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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At a glance
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Dec 12, 2024
- Updated
- Dec 12, 2024
- SHA
- b93c51d3
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. -->
CngFSt3T_small_model
This model is a fine-tuned version of openai/whisper-small on the Marcusxx/CngFSt3T dataset. It achieves the following results on the evaluation set:
- Loss: 0.1722
- Cer: 158.1261
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-06
- 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: 250
- training_steps: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Cer |
|---|---|---|---|---|
| 0.4693 | 2.2321 | 1000 | 0.5347 | 45.6669 |
| 0.2295 | 4.4643 | 2000 | 0.3416 | 101.5993 |
| 0.1157 | 6.6964 | 3000 | 0.2390 | 136.4398 |
| 0.071 | 8.9286 | 4000 | 0.1865 | 134.9996 |
| 0.0579 | 11.1607 | 5000 | 0.1722 | 158.1261 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.2.2+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
- Type
- whisper
- License
- apache-2.0
- Languages
- ko
- Created
- Dec 12, 2024
- Updated
- Dec 12, 2024