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horoscop_vreme_base
iulik-pisik/horoscop_vreme_base
horoscop_vreme_base is a automatic speech recognition model from iulik-pisik. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
This model is a fine-tuned version of iulik-pisik/horoscopemodelbase on the Vreme ProTV dataset. It achieves the following results on the evaluation set: - Loss: 0.2407 - Wer: 11.8989
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Mar 30, 2024
- Updated
- Apr 3, 2024
- SHA
- e6e69528
Base models
Datasets
Model card
From the Hugging Face model README
Horoscope Model Base - finetuned on weather
This model is a fine-tuned version of iulik-pisik/horoscope_model_base on the Vreme ProTV dataset. It achieves the following results on the evaluation set:
- Loss: 0.2407
- Wer: 11.8989
Model description
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: 500
- training_steps: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0227 | 6.02 | 1000 | 0.1744 | 13.2758 |
| 0.001 | 12.05 | 2000 | 0.2217 | 12.0222 |
| 0.0004 | 18.07 | 3000 | 0.2365 | 11.9194 |
| 0.0003 | 24.1 | 4000 | 0.2407 | 11.8989 |
Framework versions
- Transformers 4.39.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ro
- Created
- Mar 30, 2024
- Updated
- Apr 3, 2024