---
base_model: unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit
language:
- en
license: mit
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
- sft
datasets:
- ai-maker-space/acronyms_and_initialisms_translated
---

## Overview

This model is a fine-tuned version of the **Meta LLaMA 3.1 8B Instruct** model.
It has been fine-tuned using the [Unsloth library](https://huggingface.co/unsloth) with **4-bit quantization** for efficient inference and deployment. 
The fine-tuning process utilized a synthetic dataset from **@AI Maker Space**  consisting of acronyms and their expanded forms in English and was performed using the LoRA (Low-Rank Adaptation) technique, specifically designed for instruction-based tasks.
 It can be easily deployed in low-resource environments thanks to the 4-bit quantization.



# Uploaded  model

- **Developed by:** vhab10
- **License:** apache-2.0
- **Finetuned from model :** unsloth/Meta-Llama-3.1-8B-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)