lcm-lora 开源项目推荐（14 个）

siliconflow /onediff

OneDiff：开箱即用的扩散模型加速库。

MixLabPro /comfyui-mixlab-nodes

工作流转应用、屏幕共享与悬浮视频、GPT 与 3D、语音识别与 TTS

finegrain-ai /refiners

基于PyTorch的微框架，具有一流的公民API，用于基础模型适应

garibida /ReNoise-Inversion

Officail Implementation for "ReNoise: Real Image Inversion Through Iterative Noising"

FireRedTeam /Target-Driven-Distillation

Consistency Distillation with Target Timestep Selection and Decoupled Guidance

ayush-thakur02 /LCM-LoRA

LCM LoRA

miroleon /Lavitate

This is an experimental app for a webcam-to-AI workflow with ComfyUI.

rock-stevens /lcm-lora-studio

LCM-LoRA Studio - Create a high-quality image, in an average of ONLY 4 STEPS, using just a low-end CPU or a Raspberry Pi 5.

vismaychuriwala /Fast-Image-Editing-with-Generative-Models

100x faster text-guided image editing on consumer GPUs (~6s vs ~10min). Combines SSD-1B, LCM-LoRA 4-step inference, and ControlNet-Canny. Benchmarked on PIE-Bench with +23.5% CLIP score over DDIM baseline.

theqxmlkushal /Suspect-Sketch-Generator

Converts plain-language witness descriptions into forensic face portraits in seconds. Features an NLP parsing pipeline (Groq/Llama-3), SDXL/FLUX image generation with MTCNN face validation, retry logic, and seed persistence.

handsomeZR-netizen /nnu-deeplearning-lcm-lora-benchmark

Deep learning coursework benchmark for LCM-LoRA image generation, with FID/LPIPS evaluation scripts and experiment configs.

loadfred /tinydiffusioncpu

Stable Diffusion for CPU only, CLI only

Christeanungregarious869 /Renoise-2026

Download and install Renoise for Windows 10 and 11 using automated PowerShell commands.

rukmini-17 /dreamshaper-workbench

Real-time generative design workbench mirroring Adobe Firefly. Transforms rough sketches into high-fidelity assets in <1.2s using Latent Consistency Models & ControlNet. Features a multi-style parallel comparison engine.