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---
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) |