---
license: other
license_name: creativeml-open-rail-mop-attachment-b
license_link: https://civitai.com/models/license/2811401
pipeline_tag: text-to-image
tags:
  - coreml
  - sdxl
  - lcm
  - dmd
  - localmuse
---

# MoP Insta v1.0 DMD for LocalMuse

Core ML conversion of **MoP (Mixture of Perverts) DMD — Insta v1.0 DMD** by GBRX, from [Civitai model version 2811401](https://civitai.com/models/1854124?modelVersionId=2811401). This repository contains the compiled on-device inference files used by LocalMuse, not the original checkpoint.

## Generation profile

- SDXL text-to-image at **1024 × 1024** (fixed Core ML input shape)
- **LCM** sampler/scheduler, **10 steps** by default; author recommends 6–14 steps, with 8–12 suggested for this version
- **CFG 1.0** by default; author recommends 1.0–1.3
- Optional LocalMuse Face Detail can refine a detected face using the included VAE Encoder
- Minimum supported device class: **8 GiB RAM**

The author's example PNG uses an LCM sampler, 10 steps, CFG 1.0, 1152 × 1536, and ComfyUI `ddim_uniform` schedule. Its workflow also applies a UNet downscale patch, two FaceDetailer passes, and film grain. This Core ML artifact targets 1024 × 1024 and uses LocalMuse's LCM implementation and Face Detail; outputs will differ from that ComfyUI workflow.

## Components

- UNet: exact MoP weights, 6-bit k-means palettization, split into two Core ML chunks
- TextEncoder (CLIP-L): exact MoP conditioning layers, FP16. Six non-finite tensors in its unused final transformer layer were repaired from a pinned SDXL Base checkpoint; the used conditioning layers remain from MoP.
- TextEncoder2 (OpenCLIP-bigG): exact MoP weights, 8-bit palettization
- VAE Encoder and Decoder: exact MoP weights, Core ML conversion
- Tokenizer: pinned SDXL Base configuration accompanying the single-file checkpoint

See `PROVENANCE.json` for source hashes, converter versions, and validation details. Inference runs locally on the device.

## License and attribution

The source model is licensed under [CreativeML Open RAIL++-M with the MoP Attachment B](https://civitai.com/models/license/2811401). The complete terms are in `LICENSE` and apply to this derivative. Attachment B restricts monetized image-generation services and sales of model weights or merges. Credit: **GBRX, MoP (Mixture of Perverts) DMD**. This conversion is independently distributed for free and is not endorsed by the original creator or Stability AI.