OneDiff, High-performance
Image Generation Engine
Empower your image generation application with high performance and low cost.
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Faster compilation speeds and lower
memory usage
Faster compilation speeds and lower memory usage
Faster compilation speeds and lower memory usage
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Support rapid switching of LoRA, ControlNet, and accommodates inference of arbitrary shapes
Support rapid switching of LoRA, ControlNet, and accommodates inference of arbitrary shapes
Support rapid switching of LoRA, ControlNet, and accommodates inference of arbitrary shapes
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Quick to load optimized instances
Quick to load optimized instances
Quick to load optimized instances
Compatibility
Compatibility
Compatibility
Seamless integration into existing workflows.
Seamless integration into existing workflows.
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Supports the diffusers
Supports the diffusers
Supports the diffusers
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Supports the ComfyUI custom node
Supports the ComfyUI custom node
Supports the ComfyUI custom node
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Supports the ComfyUI custom node
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Vaildated performance, compatibility, and effectiveness on 10+ diffuser scripts
Vaildated performance, compatibility, and effectiveness on 10+ diffuser scripts
Vaildated performance, compatibility, and effectiveness on 10+ diffuser scripts
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Can be directly deployed as a WEB API
Can be directly deployed as a WEB API
Can be directly deployed as a WEB API
Solution Comparison
Solution Comparison
Solution Comparison
Key Metrics
Compile Time
Dynamic Shape
Restart Model-accelerated
LoRA Switching
LoRA Memory-usage
ControlNet Acceleration
OneDiff
1 minute
Supported
Range of seconds
Hundreds of milliseconds
10-100 MB
Supported
Others
5-30 minutes
Not Supported or performance tradeoffs
Not supported or range of minutes
Range of minutes
Range of GBs
Not Supported
Feature
Diffusers API
UNet/VAE Compilation
LoRA
ComfyUI
Quantization
Multiple Resolutions
Technical Support
Community
✓
✓
✓
✓
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Zero Latency
Community Issue
Enterprise
✓
✓
✓
✓
✓
Zero Latency
Expertized Assistance
Accelerate AGI to Benefit Humanity
Our open-source OneDiff solution is freely available for download on GitHub. If you need Quant, or any other advanced features, please explore our enterprise version.
Our open-source OneDiff solution is freely available for download on GitHub. If you need Quant, or any other advanced features, please explore our enterprise version.
Our open-source OneDiff solution is freely available for download on GitHub. If you need Quant, or any other advanced features, please explore our enterprise version.
Frequently Asked Questions
Frequently Asked Questions
Frequently Asked Questions
What are the benefits of OneDiff first inference?
Does OneDiff support dynamic resolution?
Does OneDiff support dynamic batch size?
What are the benefits of OneDiff first inference?
Does OneDiff support dynamic resolution?
Does OneDiff support dynamic batch size?
What are the benefits of OneDiff first inference?
Does OneDiff support dynamic resolution?
Does OneDiff support dynamic batch size?
What are the benefits of OneDiff first inference?
Does OneDiff support dynamic resolution?
Does OneDiff support dynamic batch size?
Accelerate AGI to Benefit Humanity