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CHUNGNAMADDRSSTranslate_model
Marcusxx/CHUNGNAMADDRSSTranslate_model
CHUNGNAMADDRSSTranslate_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
- Oct 31, 2024
- Updated
- Oct 31, 2024
- SHA
- 803c10da
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. -->
CHUNGNAMADDRSSTranslate_model
This model is a fine-tuned version of openai/whisper-medium on the Marcusxx/CHUNGNAM_NN_FM_Addresses dataset. It achieves the following results on the evaluation set:
- Loss: 0.0166
- Cer: 13.1299
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: 100
- training_steps: 10000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Cer |
|---|---|---|---|---|
| 0.0835 | 0.7704 | 1000 | 0.0637 | 25.5441 |
| 0.0255 | 1.5408 | 2000 | 0.0417 | 1.1239 |
| 0.0073 | 2.3112 | 3000 | 0.0241 | 45.3216 |
| 0.0036 | 3.0817 | 4000 | 0.0196 | 0.5121 |
| 0.0006 | 3.8521 | 5000 | 0.0179 | 36.8526 |
| 0.0007 | 4.6225 | 6000 | 0.0187 | 3.9286 |
| 0.0004 | 5.3929 | 7000 | 0.0171 | 3.6235 |
| 0.0003 | 6.1633 | 8000 | 0.0170 | 4.4623 |
| 0.0005 | 6.9337 | 9000 | 0.0165 | 16.3369 |
| 0.0001 | 7.7042 | 10000 | 0.0166 | 13.1299 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.2.2+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- whisper
- License
- apache-2.0
- Languages
- en
- Created
- Oct 31, 2024
- Updated
- Oct 31, 2024