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pollockjj/ComfyUI-MultiGPU - GitHub Explorer | GitHub Explorer | Trending | Compare

ComfyUI-MultiGPU

pollockjj•PUBLIC

This custom_node for ComfyUI adds one-click "Virtual VRAM" for any UNet and CLIP loader as well MultiGPU integration in WanVideoWrapper, managing the offload/Block Swap of layers to DRAM *or* VRAM to maximize the latent space of your card. Also includes nodes for directly loading entire components (UNet, CLIP, VAE) onto the device you choose

comfyuicomfyui-nodescomfyui-workflowggmlgguf-modelspytorch

GNU General Public License v3.0

Created on Dec 18, 2024

Updated on Apr 2, 2026

Stars

840

Forks

63

Watchers

840

Open Issues

17

Repository Health Score

💛

71/100

Good

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

stable-diffusion

unet-pytorch

wanvideowrapper

Community

840 stars, 63 forks

1/30

3%

Documentation

Has description, wiki, license

20/20

100%

Maintenance

2.0% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Python

99.6%

Shell

0.4%

Issues Analytics

75

Total Issues

All time

14

Open

19% of total

61

Closed

Dependencies

No package.json found

This might not be a Node.js project

81% of total

1mo

Avg Close Time

Avg response

Issues Activity: Last 6 months

Top Labels

Hottest Issues

1

#147 Error: too many values to unpack (expected 4)

38

6

closed

2

#104 CLIPLoaderDisTorch2MultiGPU Allocation on device error

bugreleased!

20

closed

3

#148 Latest ComfyUI update broke the nodes

8

5

closed

4

#156 can I offload vram to 3 gpus?

expected/normal behavior

12

closed

5

#116 keep_loaded issue

bugreleased!question

11

closed

Top Contributors

1

pollockjj

User

330

commits

2

comfy-pr-bot

User

3

commits

3

3dluvr

User

1

commits

4

AlexanderDzhoganov

AlexanderDzhoganov

User

1

commits

5

eltociear

User

1

commits

6

max-solo23

User

1

commits

7

xmodo99

User

1

commits

Recent Commits

Revert removal of memory-bank from .gitignore

John Pollock•2 weeks ago

a38cbdaView on GitHub

Fix registry publish: update action to @main, bump to 2.6.3

John Pollock•2 weeks ago

aacf0f4View on GitHub

Merge pull request #183 from pollockjj/issue-178

John Pollock•2 weeks ago

7d24e15View on GitHub

Fix to #178

John Pollock•2 weeks ago

e507f85View on GitHub

Fix Windows issue 178 dynamic clip loading

John Pollock•2 weeks ago

17a50f1View on GitHub

Merge pull request #180 from pollockjj/fix-dlpack-p2p-cu130

John Pollock•2 weeks ago

8c4034fView on GitHub

Fix DLPack CPU staging constraint fallback for issue #167/#177

John Pollock•2 weeks ago

b526e11View on GitHub

Merge pull request #175 from pollockjj/dvram

John Pollock•4 weeks ago

e64cdf7View on GitHub

fix: change file permissions for ComfyUI-starter_multigpu.json to improve accessibility

John Pollock•4 weeks ago

82e6931View on GitHub

Set version to 2.6.0 = basic DynamicVRAM compatibility and bug/compatibility fixes

John Pollock•4 weeks ago

36e5c9eView on GitHub

feat: add starter workflow for MultiGPU setup with detailed instructions, fix checkpoint loading.

John Pollock•4 weeks ago

2aaa033View on GitHub

Refactor code for improved readability and performance

John Pollock•4 weeks ago

0b438f7View on GitHub

feat: enhance MultiGPU support with device guards and runtime management

John Pollock•4 weeks ago

24e4e17View on GitHub

fix: harden startup compat and restore low-risk MultiGPU helpers

Your Name•1 month ago

7af256aView on GitHub

Merge pull request #161 from pollockjj/tmv

John Pollock•3 months ago

ac3df4eView on GitHub

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