transformers gguf llama text-generation-inference unsloth en ar dataset:ahmedheakl/arzen-llm-dataset arxiv:2406.18120 base_model:unsloth/llama-3-8b-Instruct-bnb-4bit base_model:quantized:unsloth/llama-3-8b-Instruct-bnb-4bit license:apache-2.0 endpoints_compatible region:us conversational
---
base_model: unsloth/llama-3-8b-Instruct-bnb-4bit
datasets:
- ahmedheakl/arzen-llm-dataset
language:
- en
- ar
library_name: transformers
license: apache-2.0
metrics:
- bleu
- meteor
- bertscore
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- gguf
---
**Please see paper & code for more information:**
- https://github.com/ahmedheakl/arazn-llm
- https://arxiv.org/abs/2406.18120


## Citation

**BibTeX:**
```
@article{heakl2024arzen,
  title={ArzEn-LLM: Code-Switched Egyptian Arabic-English Translation and Speech Recognition Using LLMs},
  author={Heakl, Ahmed and Zaghloul, Youssef and Ali, Mennatullah and Hossam, Rania and Gomaa, Walid},
  journal={arXiv preprint arXiv:2406.18120},
  year={2024}
}
```


## Model Card Authors

- Email: ahmed.heakl@ejust.edu.eg
- Linkedin: https://linkedin.com/in/ahmed-heakl

# Uploaded  model

- **Developed by:** ahmedheakl
- **License:** apache-2.0
- **Finetuned from model :** unsloth/llama-3-8b-Instruct-bnb-4bit

This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)