Qlora Open Source Projects

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.

魔搭大模型训练推理部署工具箱，支持LLaMA、千问、ChatGLM、BaiChuan等多种模型及LoRA等多种训练方式(The LLM training/inference/deployment framework of ModelScope community, Support various models like LLaMA, Qwen, ChatGLM, Baichuan and others, and training methods like LoRA, ResTuning, NEFTune, etc.)

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

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

🦖 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

chatglm 6b finetuning and alpaca finetuning

Repository that contains LLM fine-tuning and deployment scripts along with our research findings.

🐋MindChat（漫谈）：漫谈人生路, 笑对风霜途

🌿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

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

Small(7B and below), production-ready finetuned LLMs for a diverse set of useful tasks.

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

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

LongQLoRA: Extent Context Length of LLMs Efficiently

chatglm2 6b finetuning and alpaca finetuning

qwen models finetuning