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huggingface
peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

10.8M 21K 2K
microsoft
loralib

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

204K 13K 898
modelscope
ms-swift

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-R1, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, ...) (AAAI 2025).

171K 14K 1K
hud-evals
hud-python

OSS RL environment + evals toolkit

100K 248 57
adapter-hub
adapters

A Unified Library for Parameter-Efficient and Modular Transfer Learning

93K 3K 372
transformerlab
transformerlab

The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters.

54K 5K 510
siliconflow
onediff

an out-of-the-box acceleration library for diffusion models

31K 2K 129
hiyouga
llamafactory

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

29K 71K 9K
smlng
pycayennelpp

A Cayenne Low Power Payload (CayenneLPP) decoder and encoder for Python

18K 20 15
lyogavin
airllm

AirLLM 70B inference with single 4GB GPU

18K 17K 2K
transformerlab
transformerlab-cli

The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters.

14K 5K 510
ARahim3
mlx-tune

Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, Vision, TTS, STT, Embedding, and OCR fine-tuning — natively on MLX. Unsloth-compatible API.

14K 1K 79
modelscope
mcore-bridge

MCore-Bridge: Providing Megatron-Core model definitions for state-of-the-art large models and making Megatron training as simple as Transformers.

13K 55 11
yuanjie-ai
chatllm

轻松玩转LLM兼容openai&langchain,支持文心一言、讯飞星火、腾讯混元、智谱ChatGLM等

13K 451 59
MakazhanAlpamys
soup-cli

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

11K 53 7
markqvist
nomadnet

Communicate Freely

10K 2K 131
hearmeneigh
datasetrising

Toolchain for creating custom datasets and training Stable Diffusion (1.x, 2.x, XL) models and LoRAs

9K 18 1
predibase
lorax-client

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

8K 4K 312
siliconflow
onediffx

OneDiff: An out-of-the-box acceleration library for diffusion models.

8K 2K 129
aphrodite-engine
aphrodite-engine

Large-scale LLM inference engine

7K 2K 194
WizTheAgent
ironmesh

Local-first, end-to-end encrypted agent-to-agent mesh protocol. Zero-config LAN + LoRa. Runs offline. No cloud. info@ironmesh.org

6K 13 1
jeremiah-k
fetchtastic

Fetchtastic is a utility for downloading and managing the latest Meshtastic Android app and Firmware releases on your PC and/or phone (using Termux). It also provides optional notifications via NTFY.

4K 13 1
adapter-hub
adapter-transformers

A Unified Library for Parameter-Efficient and Modular Transfer Learning

4K 3K 372
mgillr
crdt-merge

Mathematically proven conflict-free merge for AI model weights, datasets, and agent memory with recursive trust-delta entanglement. Zero dependencies. Patent protected.

3K 2 0
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