lllyasviel/ControlNet

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Let us control diffusion models!

Stars: 34.1k
Forks: 3k
Open beginner issues: 0
Indexed issues: 439

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 9, 2023
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: help wanted
PR merge metrics: No merged PRs in 30d

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439 open issues indexed

Đồng sáng tạo nhân vật hoạt hình Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lllyasviel/ControlNet#759 · Opened Sep 14, 2026
[Security] Request contact info to report multiple vulnerabilities (deserialization/SSRF/RCE, etc.) Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

lllyasviel/ControlNet#756 · Opened May 9, 2026
ZW Skeleton Network and ControlNet Technology Homology Analysis Report. Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

lllyasviel/ControlNet#754 · Opened Mar 27, 2026
tupianshengcheng Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#753 · Opened Mar 20, 2026
ControlNet Training in pixel space rather than latent space is hard to produce good results Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lllyasviel/ControlNet#752 · Opened Feb 14, 2026
Taj Open

Difficulty 5/5 Over a week Newbie friendliness 1/100

lllyasviel/ControlNet#750 · Opened Jan 23, 2026
Stable diffusion 3 with controlnet Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lllyasviel/ControlNet#749 · 1 comment · Opened Dec 9, 2025
torch.0utofMemoryError Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#748 · Opened Dec 9, 2025
1 Click Installer for Automatic1111 SD Web UI, SDXL, ControlNet, All ControlNet Models, Full xFormers and Latest Libraries Support for RTX 5000 Series GPUs and All Other GPUs With Torch 2.8 and CUDA 12.9 Open

Difficulty 5/5 Over a week Newbie friendliness 1/100

lllyasviel/ControlNet#746 · Opened Nov 26, 2025
How to validate the Controlnet? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#745 · Opened Sep 29, 2025
Why not using "uv" instead of conda? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#744 · Opened Sep 25, 2025
Loss Not Decreasing After 10K Steps Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#742 · Opened Aug 14, 2025
Killed at running the tool_add_control.py script Open

Difficulty 4/5 3-5 days Newbie friendliness 15/100

lllyasviel/ControlNet#741 · 1 comment · Opened Aug 1, 2025
how to create environment Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

lllyasviel/ControlNet#739 · 2 comments · Opened Jul 25, 2025
request Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

lllyasviel/ControlNet#737 · Opened Jun 1, 2025
data of reconstruction_gs is wired Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#732 · Opened Jan 22, 2025
ImportError: cannot import name 'resize_image' from 'annotator.util' Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

lllyasviel/ControlNet#731 · Opened Jan 21, 2025
The image size error of the depth map I generated is too large. Figure 1 is the image I input, and Figure 2 is generated based on the depth map; This causes me to be suspended when using the original image mask to merge layers. Is there any solution Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#730 · Opened Jan 18, 2025
OpenCV Error Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

lllyasviel/ControlNet#729 · 2 reactions · Opened Jan 16, 2025
A important wrong word in the introduction of ControlNet Open

Difficulty 1/5 Under an hour Newbie friendliness 35/100

lllyasviel/ControlNet#728 · Opened Jan 14, 2025
How to read and visualise ControlNet loss data in tfevents? It shows No dashboards are active for the current data set. Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

lllyasviel/ControlNet#727 · 1 comment · 1 reaction · Opened Jan 3, 2025
Captioning for Segmentation ControlNet Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

lllyasviel/ControlNet#726 · Opened Dec 28, 2024
Is it feasible to use ControlNet on non-Stable Diffusion models? Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

lllyasviel/ControlNet#725 · Opened Dec 20, 2024
Questions about guess_mode and control_scales Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#722 · Opened Nov 15, 2024
RuntimeError: Error(s) in loading state_dict for ControlLDM: Unexpected key(s) in state_dict: "cond_stage_model.transformer.text_model.embeddings.position_ids". Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

lllyasviel/ControlNet#721 · 4 comments · Opened Nov 8, 2024
Does ControlNet 1.1 merge into this repo? Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

lllyasviel/ControlNet#720 · 1 comment · Opened Nov 8, 2024
Is there a inference script for model trained using own data? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#718 · 4 reactions · Opened Nov 3, 2024
How to convert the weights(control_sd15_ini.ckpt) of training into diffuser format Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

lllyasviel/ControlNet#717 · Opened Oct 29, 2024
Error message as output always but DDMI Sampler is loading Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

lllyasviel/ControlNet#715 · 2 comments · Opened Oct 27, 2024
without prompt Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

lllyasviel/ControlNet#713 · 1 comment · Opened Oct 17, 2024
Is there any plan to support Flux Models? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lllyasviel/ControlNet#712 · 1 comment · 1 reaction · Opened Oct 11, 2024
environment Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

lllyasviel/ControlNet#705 · Opened Sep 13, 2024
Validation Loss Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

lllyasviel/ControlNet#704 · 1 comment · Opened Sep 12, 2024
What data was used to train each controlnet? Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

lllyasviel/ControlNet#703 · Opened Sep 3, 2024
ControlNet Tab Disapeared after Automatic1111 update to 1.10.1 + controlnet extension update Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

lllyasviel/ControlNet#700 · 1 comment · Opened Aug 25, 2024
[Question] Training a camera position controlnet ? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

lllyasviel/ControlNet#699 · 7 comments · 1 reaction · Opened Aug 23, 2024
different setup of input_hint_block compared to paper? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

lllyasviel/ControlNet#698 · 1 comment · Opened Aug 21, 2024
Hollow objects, the canny controlnett generated in the middle is incompatible with other backgrounds Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#697 · Opened Aug 21, 2024
Latent controlnet discussion Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lllyasviel/ControlNet#695 · Opened Aug 6, 2024
Why is the control force so strong Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

lllyasviel/ControlNet#694 · Opened Aug 1, 2024
JSON格式不一样 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#693 · Opened Jul 29, 2024
how to Re-train the openpose ControlNet model ? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lllyasviel/ControlNet#692 · Opened Jul 25, 2024
Question about the environment Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#691 · 2 comments · Opened Jul 18, 2024
Question : Typically how much images (minimum) will be needed to train a good controlnet ? Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

lllyasviel/ControlNet#688 · Opened Jul 9, 2024
Issue with controling output shape Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

lllyasviel/ControlNet#687 · Opened Jul 2, 2024
Can someone point me to the mask embedder? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#686 · Opened Jun 19, 2024
Slow convergence on training on toy dataset that you provided Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#685 · 4 comments · 1 reaction · Opened Jun 17, 2024
How to Focus on local part Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

lllyasviel/ControlNet#684 · Opened Jun 14, 2024
self-trained ControlNet is slower than standard Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lllyasviel/ControlNet#683 · 1 reaction · Opened Jun 13, 2024
Pruning Controlnet 1.1 Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

lllyasviel/ControlNet#682 · Opened Jun 10, 2024

lllyasviel/ControlNet

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