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README.md
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model-index:
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- name: arazn-whisper-small-v2
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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#
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## Model description
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More information needed
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##
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### Training hyperparameters
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- num_epochs: 1
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- Transformers 4.39.3
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- Pytorch 2.1.2
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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model-index:
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- name: arazn-whisper-small-v2
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results: []
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datasets:
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- ahmedheakl/arzen-llm-speech-ds
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language:
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- en
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- ar
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metrics:
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- bleu
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- cer
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- wer
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library_name: transformers
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pipeline_tag: automatic-speech-recognition
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---
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# Model Card for Model ID
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**Please see paper & code for more information:**
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- https://github.com/ahmedheakl/arazn-llm
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- https://arxiv.org/abs/2406.18120
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## Citation
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**BibTeX:**
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```
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@article{heakl2024arzen,
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title={ArzEn-LLM: Code-Switched Egyptian Arabic-English Translation and Speech Recognition Using LLMs},
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author={Heakl, Ahmed and Zaghloul, Youssef and Ali, Mennatullah and Hossam, Rania and Gomaa, Walid},
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journal={arXiv preprint arXiv:2406.18120},
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year={2024}
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}
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```
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## Model Card Authors [optional]
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Email: ahmed.heakl@ejust.edu.eg
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Linkedin: https://linkedin.com/in/ahmed-heakl
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# arazn-whisper-small-v2
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the None dataset.
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### Training hyperparameters
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- num_epochs: 1
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.39.3
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- Pytorch 2.1.2
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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