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sd15-inpainting-controlnet-canny-fp16
sona-forge/sd15-inpainting-controlnet-canny-fp16
sd15-inpainting-controlnet-canny-fp16 is a image-to-image model from sona-forge. Use it when you need one image transformed into another. It is set up for onnxruntime. The card lists the license as creativeml-openrail-m.
This repository hosts the Sona Forge Phase 8 conversion of the SD 1.5 inpainting UNet to ONNX FP16 with additional ControlNet residual inputs.
Access
Public
Updated May 2, 2026
Repo size
1.7 GB
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Repo makeup
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.onnx1.7 GB · 100%
At a glance
- Task
- Image-to-Image
- Library
- onnxruntime
- License
- creativeml-openrail-m
- Access
- Public
- Created
- May 2, 2026
- Updated
- May 2, 2026
- SHA
- ffbf91fb
Base models
Model card
From the Hugging Face model README
Sona Forge SD 1.5 Inpainting ControlNet Canny FP16 ONNX
This repository hosts the Sona Forge Phase 8 conversion of the SD 1.5 inpainting UNet to ONNX FP16 with additional ControlNet residual inputs.
Intended use
This model is for local outfit restyling beta features in Sona Forge. It accepts an SD 1.5 inpainting sample tensor and the residual tensors produced by the separate Phase 7 ControlNet Canny ONNX.
It is not an exact virtual try-on model and should not be presented as fit, sizing, or purchase guidance.
Inputs
| Input | Shape | Dtype | Notes |
|---|---|---|---|
sample | [batch, 9, 64, 64] | FP16 | Inpaint latent: noisy latent + masked image latent + mask channel. |
timestep | [batch] | FP16 | Scheduler timestep. |
encoder_hidden_states | [batch, 77, 768] | FP16 | SD 1.5 text embeddings. |
down_residual_0..11 | 12 tensors | FP16 | ControlNet down-block residuals. |
mid_residual | [batch, 1280, 8, 8] | FP16 | ControlNet mid-block residual. |
Output
| Output | Shape | Dtype | Notes |
|---|---|---|---|
noise_pred | [batch, 4, 64, 64] | FP16 | Predicted latent noise. |
Phase 8 spike artifact
| File | Size | SHA-256 |
|---|---|---|
model.onnx | 1,720,220,149 bytes | 1f69cf75e7cc5de94774d4419397f86dcec400cdec9e5fd688b6231a1aa01d51 |
Licence
This conversion inherits the CreativeML OpenRAIL-M use restrictions from the SD 1.5 inpainting base model. The ControlNet Canny source is also tracked in Sona Forge licence documentation.
- Task
- Image-to-Image
- Library
- onnxruntime
- License
- creativeml-openrail-m
- Created
- May 2, 2026
- Updated
- May 2, 2026