ControlNetXL (CNXL) - Huchenlei-PuLID
by ModelsLabPuLID is an ip-adapter alike method to restore facial identity. It uses both insightface embedding and CLIP embedding similar to what ip-adapter faceid plus model does. However, there is an extra process of masking out the face from background environment using facexlib before passing image to CLIP. PuLID also uses Eva CLIP instead of normal CLIP. In the attn overrides, PuLID also does something more than IPAdapter, as it zero pads the tensor and adds to ortho of hidden states.
PuLID uses both evaclip embedding and insightface embedding as proj module input. So in order to use the feature, you need to install https://github.com/huchenlei/sd-webui-controlnet-evaclip extension.
ComfyUI implementations:
https://github.com/cubiq/PuLID_ComfyUI provided by cubiq, native ComfyUI implementation
https://github.com/ZHO-ZHO-ZHO/ComfyUI-PuLID-ZHO provided by ZHO, diffusers-based implementation
Original repository: https://huggingface.co/huchenlei/ipadapter_pulid
controlnetxl-cnxl-huchenlei-pulidInput
Per image generation will cost 0.0047$
For premium plan image generation will cost 0.00$ i.e Free.
Output
Unknown content type
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About ControlNetXL (CNXL) - Huchenlei-PuLID
PuLID is an ip-adapter alike method to restore facial identity. It uses both insightface embedding and CLIP embedding similar to what ip-adapter faceid plus model does. However, there is an extra process of masking out the face from background environment using facexlib before passing image to CLIP. PuLID also uses Eva CLIP instead of normal CLIP. In the attn overrides, PuLID also does something more than IPAdapter, as it zero pads the tensor and adds to ortho of hidden states.PuLID uses both ev
Technical Specifications
- Model ID
- controlnetxl-cnxl-huchenlei-pulid
- Provider
- Modelslab
- Task
- AI Generation
- Price
- $0.0047 per API call
- Added
- May 21, 2025
Quick Start
Integrate ControlNetXL (CNXL) - Huchenlei-PuLID into your application with a single API call. Get your API key from the pricing page to get started.
import requestsimport jsonurl = "https://modelslab.com/api/v6/images/text2img"headers = {"Content-Type": "application/json"}data = {"model_id": "controlnetxl-cnxl-huchenlei-pulid","prompt": "your prompt here","key": "YOUR_API_KEY"}try:response = requests.post(url, headers=headers, json=data)response.raise_for_status() # Raises an HTTPError for bad responses (4XX or 5XX)result = response.json()print("API Response:")print(json.dumps(result, indent=2))except requests.exceptions.HTTPError as http_err:print(f"HTTP error occurred: {http_err} - {response.text}")except Exception as err:print(f"Other error occurred: {err}")
View the full API documentation for SDKs, code examples in Python, JavaScript, and more.
Pricing
ControlNetXL (CNXL) - Huchenlei-PuLID API costs $0.0047 per API call. Pay only for what you use with no minimum commitments. View pricing plans
ControlNetXL (CNXL) - Huchenlei-PuLID FAQ
PuLID is an ip-adapter alike method to restore facial identity. It uses both insightface embedding and CLIP embedding similar to what ip-adapter faceid plus model does. However, there is an extra process of masking out the face from background environment using facexlib before passing image to CLIP.
You can integrate ControlNetXL (CNXL) - Huchenlei-PuLID into your application with a single API call. Sign up on ModelsLab to get your API key, then use the model ID "controlnetxl-cnxl-huchenlei-pulid" in your API requests. We provide SDKs for Python, JavaScript, and cURL examples in the API documentation.
ControlNetXL (CNXL) - Huchenlei-PuLID costs $0.0047 per API call. ModelsLab uses pay-per-use pricing with no minimum commitments. A free tier is available to get started.
The model ID for ControlNetXL (CNXL) - Huchenlei-PuLID is "controlnetxl-cnxl-huchenlei-pulid". Use this ID in your API requests to specify this model.
Yes, ModelsLab offers a free tier that lets you try ControlNetXL (CNXL) - Huchenlei-PuLID and other AI models. Sign up to get free API credits and start building immediately.