hiyouga / LlamaFactory

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

MakazhanAlpamys / Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

bitsandbytes-foundation / bitsandbytes

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

whitecircle / halo

Halo is an open-source framework built by White Circle for training large language and multimodal models

DaoyuanLi2816 / can-i-finetune-this

Single-GPU LLM fine-tuning preflight: memory estimates, runnable LoRA/QLoRA recipes, and local measurements.

DaoyuanLi2816 / mini-verl

verl for a single consumer GPU. PPO, GRPO and on-policy distillation on NVIDIA GPUs.

usedotai / dot-reflex

Open-source agent execution-recovery controller for coding and tool-using AI agents.