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gyeongsan_1_6_model_20000
Marcusxx/gyeongsan_1_6_model_20000
gyeongsan_1_6_model_20000 is a automatic speech recognition model from Marcusxx. Use it when you need speech turned into text. It is set up for transformers. 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
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Jul 22, 2024
- Updated
- Jul 25, 2024
- SHA
- eb7c3512
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. -->
gyeongsan_1_6_model_2000
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: 0.1386
- Cer: 10.5431
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: 50000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Cer |
|---|---|---|---|---|
| 0.1752 | 0.2252 | 10000 | 0.1892 | 11.5421 |
| 0.1559 | 0.4503 | 20000 | 0.1678 | 11.1123 |
| 0.1676 | 0.6755 | 30000 | 0.1538 | 10.6121 |
| 0.1342 | 0.9006 | 40000 | 0.1427 | 10.6985 |
| 0.0933 | 1.1258 | 50000 | 0.1386 | 10.5431 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.2.2+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Jul 22, 2024
- Updated
- Jul 25, 2024