lora

65 progetti condividono questo topic GitHub

Le linee collegano membri che sono misurabilmente correlati tra loro. La dimensione dei punti riflette le stelle.

🧬 Membri

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

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including…

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lo…

AirLLM 70B inference with single 4GB GPU

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

Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

stable-diffusion-webui-colab

stable diffusion webui colab

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4,…

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

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents…

BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）

Using Low-rank adaptation to quickly fine-tune diffusion models.

SD-Trainer. LoRA & Dreambooth training scripts & GUI use kohya-ss's trainer, for diffusion model.

transformerlab-app

The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from…

[ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models

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

🦞 Just talk to your agent — it learns and EVOLVES 🧬.

Generate, animate and schedule your AI characters 🤖

OneTrainer is a one-stop solution for all your Diffusion training needs.

LLM Finetuning with peft

A Unified Library for Parameter-Efficient and Modular Transfer Learning

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient…

Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an…

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

Large-scale LLM inference engine

chatglm_finetuning

chatglm 6b finetuning and alpaca finetuning

An Open-sourced Knowledgable Large Language Model Framework.

Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, Vision, TTS, STT, Embedding, and OCR…

Hypernetworks that adapt LLMs for specific benchmark tasks using only textual task description as the input

Whisper-Finetune

Fine-tune the Whisper speech recognition model to support training without timestamp data, training with…

vlms-zero-to-hero

This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge…

Serving multiple LoRA finetuned LLM as one

[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation

从 NLP 到 LLM 的算法全栈教程，在线阅读地址：https://datawhalechina.github.io/base-llm/

LLM-Finetuning-Toolkit

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

Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"

alexandria-audiobook

AI-powered multi-voice audiobook generator — LLM script annotation, voice cloning, voice design, LoRA…

Lora-for-Diffusers

The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation) within diffusers framework for AI…

can-i-finetune-this

Estimate whether a Hugging Face model fits and fine-tunes on your local GPU.

Research of DeepSeek Engram Architecture based on Qwen-3 and Stable Diffusion series.

🐋MindChat（漫谈）：漫谈人生路, 笑对风霜途

Official Codebase for "Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights" (ICML 2026…

END-TO-END-GENERATIVE-AI-PROJECTS

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

tensorflow-nlp-tutorial

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의…

comfyUI-Realtime-Lora

Train and block edit and save LoRAs directly inside ComfyUI for Z-image, Flux Klein, SDXL, Flux, WAN 2.2, SD…

A library for easily merging multiple LLM experts, and efficiently train the merged LLM.

AI-Toolkit-Easy-Install

One-click Portable Windows installation of 'AI-Toolkit by Ostris'

VibeVoiceFusion

VibeVoiceFusion is a full-stack, multi-speaker voice generation web system featuring LoRA fine-tuning, batch…

LLaMA-LoRA-Tuner

UI tool for fine-tuning and testing your own LoRA models base on LLaMA, GPT-J and more. One-click run on…

Visual-Chinese-LLaMA-Alpaca

多模态中文LLaMA&Alpaca大语言模型（VisualCLA）

LLM-RLHF-Tuning

LLM Tuning with PEFT (SFT+RM+PPO+DPO with LoRA)

BentoDiffusion: A collection of diffusion models served with BentoML

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

In-context subject-driven image generation while preserving foreground fidelity

Low-rank adaptation for Erasing COncepts from diffusion models.

PMetal: high-performance Apple Silicon framework for local LLM inference, LoRA/QLoRA fine-tuning, serving,…

Project_Chronos

⚡ Zero-Stall MoE Inference via Lookahead Prediction & Async DMA Prefetching. Optimized for SSD I/O with…

Full-featured DAW, DJ, and VJ app interoperable w/Ableton, Reaper, Resolume & more. Stable Audio 3, Magenta…

World's most accurate password guessing AI tool. A PyTorch implementation of PassLLM (USENIX 2025) that…

Krea 2 & Klein 9B LoRA Studio — train, profile, repair, and extract Krea 2 & Flux 2 Klein 9B LoRAs

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

★ 80 · GitHub ↗

Image-AI-Generator-2026

AI Image Generator is a powerful and user-friendly desktop application designed to help creators produce…

★ 53 · GitHub ↗

🔗 Famiglie affini

peft 19 qlora 13 qwen 102 huggingface 108 quantization 51 alpaca 21 instruction-tuning 35 llama3 48

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