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

Accessible large language models via k-bit quantization for PyTorch.

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

chatglm 6b finetuning and alpaca finetuning

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

🐋MindChat（漫谈）——心理大模型：漫谈人生路, 笑对风霜途

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

🌿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

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

对llama3进行全参微调、lora微调以及qlora微调。

Zero-friction LLM fine-tuning skill for Claude Code, Gemini CLI & any ACP agent. Unsloth on NVIDIA · TRL+MPS/MLX on Apple Silicon. Automates env setup, LoRA training (SFT, DPO, GRPO, vision), post-hoc GRPO log diagnostics, evaluation, and export end-to-end. Part of the Gaslamp AI platform.

LongQLoRA: Extent Context Length of LLMs Efficiently

qwen models finetuning

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

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

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

从对话数据到训练:数字分身 + 模型蒸馏 From Dialogue Data to Training Closed-Loop: Digital Twin + Model Distillation

Open-source framework for turning expert knowledge into PII-free synthetic conversational data and production-ready LoRA adapters.