metadata

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
library_name: transformers

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 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 and Huggingface's TRL library.