finetuning

FineTune LLMs in few lines of code (Text2Text, Text2Speech, Speech2Text)

A survey on harmful fine-tuning attack for large language model (ACM CSUR)

🔥 Korean GPT-2, KoGPT2 FineTuning cased. 한국어 가사 데이터 학습 🔥

Enhancing LLMs with LoRA

Agentic AI 智能体开发实战

A curated list of open source repositories for AI Engineers

Fine-tuning and serving LLMs on any cloud

Finetune mistral-7b-instruct for sentence embeddings

Gen AI Large Language Model Projects

This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit, Fundamentals.

PyTorch Reimplementation of LoRA (featuring with supporting nn.MultiheadAttention in OpenCLIP)

A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.

Build an Autonomous Web3 AI Trading Agent (BASE + Uniswap V4 example)

Praetor is a lightweight finetuning data and prompt management tool

vision language models finetuning notebooks & use cases (Medgemma - paligemma - florence .....)

CompanionLLM - A framework to finetune LLMs to be your own sentient conversational companion

This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)

This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation" (ICLR2025 Oral).

This is a obsidian plugin to help with the creation of personal jsonl datasets for text generation models.

Custom model training using modern architectures. 4-bit QLoRA fine-tuning pipeline for LLaMA 3 8B with production-grade optimization. Memory-efficient training on consumer GPUs. Published adapter on HuggingFace. From training pipeline to deployed model.