tomesd
Speed up Stable Diffusion with this one simple trick! (by dbolya)
stable-diffusion-webui
Stable Diffusion web UI (by brkirch)
| tomesd | stable-diffusion-webui | |
|---|---|---|
| 18 | 10 | |
| 1,207 | 190 | |
| - | - | |
| 5.4 | 9.8 | |
| 5 months ago | 8 months ago | |
| Python | Python | |
| MIT License | GNU Affero General Public License v3.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tomesd
Posts with mentions or reviews of tomesd.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-11.
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List of all the ways to improve performance for stable diffusion.
They show up to 5.4 times greater: you can see his results in the image on the github repo here: https://github.com/dbolya/tomesd
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Question about automatic1111 set up after changing gpu
Another optimization extension you can use as well is token merging which has reported around 5.4x faster image generation.
- +39%~51% faster at the cost of some details? ToMe officially arrives to Auto1111's webui v1.3.0
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AUTOMATIC1111 updated to 1.3.0 version
It merges redundant tokens: https://github.com/dbolya/tomesd So it can make the generation slightly faster.
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I made some changes in AUTOMATIC1111 SD webui, faster but lower VRAM usage
Mods patched - Tomesd - Pillow-SIMD - OpenCV-CUDA (WIP) - Removed some unused imports and startup checking - Improved performance with reduced VRAM usage (tested on txt2img only) - Added a new option to use external RealESRGAN with --external-realesrgan
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Honest question, how are people getting ~35-40 it/sec on 4090? My spits 20 at most
Were the 40 it/s perhaps achieved with ToMe?
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Vlad diffusion keeps growing. Big thanx to all supporters :)
Done! Proposal
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Token Merging actually works and reduces generation time as well as RAM
This feature comes from this project: https://github.com/dbolya/tomesd
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How can I squeeze every ounce of performance from web UI?
GitHub - dbolya/tomesd: Speed up Stable Diffusion with this one simple trick!
- Token Merging for Fast Stable Diffusion
stable-diffusion-webui
Posts with mentions or reviews of stable-diffusion-webui.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-28.
- Help with Install and Extensions
- AUTOMATIC1111 updated to 1.3.0 version
- Need help- mac M1 Pro
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Can’t connect to the Server
There seems to be some Mac related issue right now I think. You can try running this https://github.com/brkirch/stable-diffusion-webui/releases/tag/v1.1.1-RC but I have no idea about macs really other than reported issues with it crashing on generate.
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Python quit unexpectedly
Consider using this fork of A1111: https://github.com/brkirch/stable-diffusion-webui. It has Mac-specific improvements and is prepackaged so that changes to dependencies don't break the software.
- Help with installing on an intel mac?
- RuntimeError: “upsample_nearest2d_channels_last” not implemented for ‘Half’
- What am I doing wrong please?
- Automatic1111 is still active
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Turn on a Mac?
Yep, you could try this https://github.com/brkirch/stable-diffusion-webui/releases
What are some alternatives?
When comparing tomesd and stable-diffusion-webui you can also consider the following projects:
stable-diffusion-webui-ux - Stable Diffusion web UI UX
MochiDiffusion - Run Stable Diffusion on Mac natively
ComfyUI - The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
stable-diffusion-webui-directml - Stable Diffusion web UI
stable-diffusion-webui-tensorrt
sd-ui-plugins
automatic - SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models
stable-diffusion-webui-rocm - A stable diffusion webui configuration for AMD ROCm
sd-extension-system-info - System and platform info and standardized benchmarking extension for SD.Next and WebUI
stable-diffusion-webui - Stable Diffusion web UI
diffusers - 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
sd-dynamic-prompts - A custom script for AUTOMATIC1111/stable-diffusion-webui to implement a tiny template language for random prompt generation
tomesd vs stable-diffusion-webui-ux
stable-diffusion-webui vs MochiDiffusion
tomesd vs ComfyUI
stable-diffusion-webui vs stable-diffusion-webui-directml
tomesd vs stable-diffusion-webui-tensorrt
stable-diffusion-webui vs sd-ui-plugins
tomesd vs automatic
stable-diffusion-webui vs stable-diffusion-webui-rocm
tomesd vs sd-extension-system-info
stable-diffusion-webui vs stable-diffusion-webui
tomesd vs diffusers
stable-diffusion-webui vs sd-dynamic-prompts