qlora

unslothai/unsloth

Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory

yangjianxin1/Firefly

Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

lyogavin/airllm

AirLLM 70B inference with single 4GB GPU

hiyouga/ChatGLM-Efficient-Tuning

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

iusztinpaul/hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

ssbuild/chatglm_finetuning

chatglm 6b finetuning and alpaca finetuning

georgian-io/LLM-Finetuning-Toolkit

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

X-D-Lab/MindChat

🐋MindChat（漫谈）——心理大模型：漫谈人生路, 笑对风霜途

jianzhnie/LLamaTuner

Easy and Efficient Finetuning LLMs. (Supported LLama, LLama2, LLama3, Qwen, Baichuan, GLM , Falcon) 大模型高效量化训练+部署.

X-D-Lab/Sunsimiao

🌿孙思邈中文医疗大模型(Sunsimiao)：提供安全、可靠、普惠的中文医疗大模型

yangjianxin1/Firefly-LLaMA2-Chinese

Firefly中文LLaMA-2大模型，支持增量预训练Baichuan2、Llama2、Llama、Falcon、Qwen、Baichuan、InternLM、Bloom等大模型

ddzipp/AutoAudit

AutoAudit—— the LLM for Cyber Security 网络安全大语言模型

WangRongsheng/Aurora

The official codes for "Aurora: Activating chinese chat capability for Mixtral-8x7B sparse Mixture-of-Experts through Instruction-Tuning"

iamarunbrahma/finetuned-qlora-falcon7b-medical

Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

taishan1994/Llama3.1-Finetuning

对llama3进行全参微调、lora微调以及qlora微调。

yangjianxin1/LongQLoRA

LongQLoRA: Extent Context Length of LLMs Efficiently

ssbuild/chatglm2_finetuning

chatglm2 6b finetuning and alpaca finetuning

GURPREETKAURJETHRA/END-TO-END-GENERATIVE-AI-PROJECTS

End to End Generative AI Industry Projects on LLM Models with Deployment_Awesome LLM Projects

kuutsav/llm-toys

Small finetuned LLMs for a diverse set of useful tasks

ssbuild/llm_finetuning

Large language Model fintuning bloom , opt , gpt, gpt2 ,llama,llama-2,cpmant and so on

ssbuild/qwen_finetuning

qwen-7b and qwen-14b finetuning

taishan1994/qlora-chinese-LLM

使用qlora对中文大语言模型进行微调，包含ChatGLM、Chinese-LLaMA-Alpaca、BELLE

NisaarAgharia/Indian-LawyerGPT

Fine-Tuning Falcon-7B, LLAMA 2 with QLoRA to create an advanced AI model with a profound understanding of the Indian legal context.

zjohn77/lightning-mlflow-hf

Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow

kyegomez/Finetuning-Suite

Finetune any model on HF in less than 30 seconds

ssbuild/moss_finetuning

moss chat finetuning

michaelnny/InstructLLaMA

Implements pre-training, supervised fine-tuning (SFT), and reinforcement learning from human feedback (RLHF), to train and fine-tune the LLaMA2 model to follow human instructions, similar to InstructGPT or ChatGPT, but on a much smaller scale.

AviSoori1x/Tuning-the-Finetuning

Tuning the Finetuning: An exploration of achieving success with QLoRA

nikolamilosevic86/verifAI

VerifAI initiative to build open-source easy-to-deploy generative question-answering engine that can reference and verify answers for correctness (using posteriori model)

ssbuild/chatglm3_finetuning

ssbuild/rwkv_finetuning

rwkv finetuning

wangermeng2021/llm-webui

A Gradio web UI for Large Language Models. Supports LoRA/QLoRA finetuning,RAG(Retrieval-augmented generation) and Chat

ssbuild/baichuan_finetuning

baichuan and baichuan2 finetuning and alpaca finetuning

ssbuild/chatglm_rlhf

chatglm_rlhf_finetuning

InquestGeronimo/tllm

An LLM training library for instruction-tuning.