simwiki/easy-llm

llm code demo for begginer

easy-llm

llm code demo for begginer.

Introduction

Welcome to the easy-llm Repository, a beginner-friendly platform that provides a comprehensive introduction to fine-tuning and inference of the LLM (Language Model) using practical code examples. Whether you're new to machine learning, natural language processing, or you're simply looking to expand your existing skills, this repository is an excellent starting point.

Repository Content

This repository contains a series of Python scripts that demonstrate how to fine-tune and perform inference on an LLM model. It includes:

• Fine-tuning a pre-trained LLM model on a custom dataset.
• Using a fine-tuned LLM model to generate predictions (inference).
• Detailed comments explaining each step of the process.

Milestone

Status	Base Model	Finetune Method	Dataset	Desc	Code
	tiiuae/falcon-7b	QLoRA	heliosbrahma/mental_health_chatbot_dataset	finetune demo using lora with SFT	Code
	tiiuae/falcon-7b	QLoRA	-	inference demo using lora	Code
	tiiuae/falcon-7b	QLoRA	b-mc2/sql-create-context	finetune demo using lora	Code
	tiiuae/falcon-7b	QLoRA	-		Code