Skip to content
OpenMicroDrama

Wan2GP vs DiffSynth-Studio

Two Model tooling projects side by side: what each one is for, what it runs on, and how active it is right now.

deepbeepmeep

Wan2GP

modelscope

DiffSynth-Studio
In one line
Desktop app that runs open video, image and audio models on your own PC
Trains and runs image, video and audio diffusion models on your own GPU
Best for
People with older or low-VRAM GPUs who want open video, image and audio models on their own machine.
Developers and researchers who want to run or fine-tune big generative models on one consumer GPU.
GitHub stars
9.8k GitHub stars
13k GitHub stars
Stars, last 30 days
Collecting
Collecting
Last push
today
yesterday
Latest release
No releases
v1.1.9, Nov 18, 2025
Forks
1.5k forks
1.3k forks
License
Custom licenseCustom license: read the LICENSE file in the repo before you reuse anything.
Apache-2.0Apache-2.0: you can use and change this code, even in paid products. Just keep the license file.
Models
  • Wan 2.1/2.2
  • MiniMax H3
  • LTX-2/2.3/2.5
  • Hunyuan Video 1/1.5
  • LongCat
  • Kandinsky
  • Qwen Image
  • Flux 1/2
  • Krea 2
  • Index TTS2/2.5
  • MiniMax H3
  • LTX-2.5
  • Wan-Animate-2
  • LingBot-Video
  • Qwen-Video-Edit
  • Qwen-Image-2.1
  • Z-Image-Turbo
  • FLUX.2-klein-base-4B
  • HiDream-O1-Image
  • ACE-Step
Languages
English README; UI in English
English README; UI in Chinese, English
Features
  • Runs open video models like Wan 2.1/2.2, MiniMax H3, LTX-2.x and Hunyuan Video
  • Runs some models on as little as 6 GB of VRAM
  • Works on older Nvidia cards (GTX 10XX, RTX 20XX) and AMD RDNA 2-4 GPUs
  • Fetches the checkpoint files that match your GPU automatically
  • Queues video, image and audio jobs, or runs batches from the command line
  • Adds soundtracks with MMAudio and swaps voices with SeedVC
  • Runs many open-source image, video and audio diffusion models
  • Moves model weights between disk, memory and GPU to fit small VRAM
  • Quantizes weights to NF4 or INT8 to cut VRAM use
  • Trains base models, LoRAs and adapter models
  • Splits training into two stages to save memory
  • Pairs with DiffSynth-ComfyUI nodes and DiffSynth-WebUI for LoRA training
Setup
4 steps
3 steps
Category
Model tooling
Model tooling

Which one to pick

Pick Wan2GP if…

People with older or low-VRAM GPUs who want open video, image and audio models on their own machine.

Full write-upGitHub

Pick DiffSynth-Studio if…

Developers and researchers who want to run or fine-tune big generative models on one consumer GPU.

Full write-upGitHub

Stars and activity come from GitHub and update daily. We last checked the descriptions on Oct 1, 2026.