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LICENSE

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+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
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MODEL_CARD.md

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+# Model Card for StyleController
+
+## Model summary
+
+StyleController is a controllable image-stylization method built on image-editing diffusion backbones. It combines a full-strength LoRA endpoint with lightweight projector anchors learned at discrete style strengths. Interpolation between these anchors produces a continuous stylization path while aiming to preserve the content image's structure.
+
+This Hugging Face repository is organized as a multi-variant weight collection. Each top-level model directory is self-contained with respect to adapter weights, projector weights, machine-readable configuration, and checksums. Base-model weights and executable source code are not duplicated here.
+
+## Current release
+
+### qwenimage_edit_2509
+
+| Property | Value |
+| --- | --- |
+| Runtime base model | `Qwen/Qwen-Image-Edit-2509` |
+| Relationship | Custom LoRA adapter with strength projectors |
+| Tensor format | Safetensors |
+| Tensor dtype | BF16 |
+| LoRA rank | 128 |
+| Transformer layers | 0–59, inclusive |
+| Target-module groups | 10 per transformer layer |
+| Projector type | `low_rank_linear` |
+| Stored anchors | 0.1 through 0.9 |
+| Virtual endpoints | 0.0 zero projector; 1.0 identity projector |
+| Main weight parameters | 613,416,960 |
+| Projector parameters | 9,907,200 per anchor |
+| Total stored parameters | 702,581,760 |
+| Total weight size | 1,406,700,168 bytes |
+
+## Intended use
+
+The release is intended for:
+
+- research on reference-based image stylization;
+- controllable image-to-image generation;
+- continuous style-strength interpolation;
+- evaluation and reproduction of the StyleController method;
+- non-deceptive creative workflows where users have the rights needed for the input images and requested outputs.
+
+The adapters are not intended to identify individuals, authenticate media, make high-stakes decisions, or provide guarantees of copyright clearance for generated images.
+
+## How to use
+
+Use the inference entry point in the [StyleController source repository](https://github.com/ReyChiaro/StyleController). A complete command is provided in the repository-level [`README.md`](README.md). The essential compatibility requirements are recorded in [`qwenimage_edit_2509/stylecontroller_config.json`](qwenimage_edit_2509/stylecontroller_config.json).
+
+The scalar strength is expected to lie in `[0, 1]`. Projector checkpoints `s01` through `s09` correspond to strengths `0.1` through `0.9`. The source implementation constructs both missing endpoints and interpolates projector parameters at the requested strength.
+
+## Training data
+
+StyleController was trained with the SmoothStyle dataset. SmoothStyle contains content images, style references, generated stylization targets, and scalar strength supervision.
+
+The dataset has mixed provenance and its licensing is separate from this model-weight license. Users should consult the current [`ReyChiaro/SmoothStyle`](https://huggingface.co/datasets/ReyChiaro/SmoothStyle) dataset card, per-asset provenance records, third-party notices, and release status before using or redistributing dataset assets. The Apache-2.0 license for these adapter files does not grant rights to third-party training or input images.
+
+## Evaluation
+
+The project evaluates stylization fidelity, content preservation, and smoothness across strength trajectories. Final, release-specific quantitative tables and paper citation metadata have not yet been included in this weight repository. Do not treat the absence of a reported metric as evidence of performance on untested domains.
+
+## Safety and responsible use
+
+Users are responsible for obtaining appropriate rights and consent for content and style references. Avoid deceptive impersonation, non-consensual identity manipulation, removal or falsification of provenance information, and attempts to imitate living artists in jurisdictions or contexts where doing so would violate applicable rights or platform rules.
+
+Generated outputs should be reviewed before publication. For sensitive workflows, preserve input provenance, prompts, model/config revisions, random seeds, and output metadata.
+
+## Reproducibility and integrity
+
+- Configuration: `qwenimage_edit_2509/stylecontroller_config.json`
+- Repository index: `model_manifest.json`
+- Weight checksums: `qwenimage_edit_2509/checksums.sha256`
+- Source code: <https://github.com/ReyChiaro/StyleController>
+- Base model: <https://huggingface.co/Qwen/Qwen-Image-Edit-2509>
+
+The Safetensors files contain tensor data only and currently carry no embedded metadata. External configuration files are therefore part of the release contract and should be distributed with the weights.
+
+## License and attribution
+
+The adapter and projector weight files are released under Apache-2.0. StyleController source code is licensed separately under MIT. Qwen-Image-Edit-2509 is distributed by its authors under Apache-2.0 and is not included in this repository. See [`LICENSE`](LICENSE) and [`NOTICE`](NOTICE).
+
+## Contact
+
+Please use the [StyleController GitHub issue tracker](https://github.com/ReyChiaro/StyleController/issues) for technical problems, model-card corrections, provenance concerns, and takedown requests until a dedicated project contact is published.

NOTICE

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+StyleController model weights
+Copyright 2026 Rui Xu and contributors
+
+This product includes adapter weights intended for use with Qwen-Image-Edit-2509.
+Qwen-Image-Edit-2509 is developed by the Qwen team and is distributed under
+the Apache License, Version 2.0. The base-model files are not redistributed in
+this repository.
+
+Base model:
+  https://huggingface.co/Qwen/Qwen-Image-Edit-2509
+
+StyleController source code is distributed separately under the MIT License:
+  https://github.com/ReyChiaro/StyleController
+
+Training-data documentation is maintained separately:
+  https://huggingface.co/datasets/ReyChiaro/SmoothStyle
+
+The license for these model weights does not replace or expand the licenses,
+terms, provenance requirements, or third-party rights that apply to the base
+model, training data, input images, or generated outputs.

README.md

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+---
+license: apache-2.0
+library_name: diffusers
+pipeline_tag: image-to-image
+base_model: Qwen/Qwen-Image-Edit-2509
+base_model_relation: adapter
+datasets:
+  - ReyChiaro/SmoothStyle
+tags:
+  - style-transfer
+  - image-editing
+  - controllable-generation
+  - lora
+  - safetensors
+  - stylecontroller
+---
+
+<p align="center">
+  <img src="docs/assets/images/stylecontroller-banner.svg" alt="StyleController" width="100%">
+</p>
+
+<!-- <h1 align="center">StyleController</h1> -->
+
+<h3 align="center">
+  Staying True to the Origin: Continuous Image Stylization with Smooth Transitions
+</h3>
+
+<p align="center">
+  Rui Xu &nbsp;·&nbsp; Hanmo Zhang &nbsp;·&nbsp; Songhua Liu<br>
+  Shanghai Jiao Tong University
+</p>
+
+<p align="center">
+  <a href="https://huggingface.co/datasets/ReyChiaro/SmoothStyle"><img alt="Hugging Face Dataset" src="https://img.shields.io/badge/%F0%9F%A4%97-Dataset-FFD21E?style=flat-square"></a>
+  <a href=""><img alt="Hugging Face Model" src="https://img.shields.io/badge/%F0%9F%A4%97-Model-FFD21E?style=flat-square"></a>
+  <a href=""><img alt="Project Page" src="https://img.shields.io/badge/Project-Page-CB8B65?style=flat-square&logo=githubpages&logoColor=white"></a>
+  <a href=""><img alt="arXiv" src="https://img.shields.io/badge/arXiv-Paper-B31B1B?style=flat-square&logo=arxiv&logoColor=white"></a>
+  <a href="https://github.com/ReyChiaro/StyleController"><img alt="GitHub" src="https://img.shields.io/badge/GitHub-Code-181717?style=flat-square&logo=github&logoColor=white"></a>
+</p>
+
+
+StyleController is a controllable image-stylization adapter collection. Given a content image, a style reference, a text instruction, and a scalar strength, it generates stylized images while providing continuous control over the amount of transferred style.
+
+This repository contains model weights only. Inference and training code are maintained in the [StyleController GitHub repository](https://github.com/ReyChiaro/StyleController).
+
+## Available models
+
+| Variant | Base model | Precision | Strength anchors | Status |
+| --- | --- | --- | --- | --- |
+| [`qwenimage_edit_2509`](qwenimage_edit_2509/) | [`Qwen/Qwen-Image-Edit-2509`](https://huggingface.co/Qwen/Qwen-Image-Edit-2509) | BF16 | 0.1–0.9 | Available |
+
+
+## Repository layout
+
+```text
+StyleController/
+├── README.md
+├── MODEL_CARD.md
+├── LICENSE
+├── NOTICE
+├── model_manifest.json
+└── qwenimage_edit_2509/
+    ├── README.md
+    ├── stylecontroller_config.json
+    ├── checksums.sha256
+    ├── styctrl_qwenimage_edit_2509.safetensors
+    └── projectors/
+        ├── s01.safetensors
+        ├── ...
+        └── s09.safetensors
+```
+
+## Download
+
+Install the Hugging Face CLI and download the current variant:
+
+```bash
+pip install -U huggingface_hub
+
+hf download ReyChiaro/StyleController \
+  --include "qwenimage_edit_2509/*" \
+  --local-dir hf_weights
+```
+
+## Inference
+
+Clone and install the implementation:
+
+```bash
+git clone https://github.com/ReyChiaro/StyleController.git
+cd StyleController
+uv sync
+```
+
+Run Qwen-Image-Edit-2509 inference at strength `0.55`:
+
+```bash
+uv run python infer_styctrl.py \
+  --model qwen \
+  --pretrained-pipeline Qwen/Qwen-Image-Edit-2509 \
+  --content examples/content.jpg \
+  --style examples/style.jpg \
+  --prompt "Transfer the style of image 2 to image 1 while preserving the content structure." \
+  --strength 0.55 \
+  --output outputs/result_055.png \
+  --lora-checkpoint hf_weights/qwenimage_edit_2509/styctrl_qwenimage_edit_2509.safetensors \
+  --projector-checkpoints \
+    hf_weights/qwenimage_edit_2509/projectors/s01.safetensors \
+    hf_weights/qwenimage_edit_2509/projectors/s02.safetensors \
+    hf_weights/qwenimage_edit_2509/projectors/s03.safetensors \
+    hf_weights/qwenimage_edit_2509/projectors/s04.safetensors \
+    hf_weights/qwenimage_edit_2509/projectors/s05.safetensors \
+    hf_weights/qwenimage_edit_2509/projectors/s06.safetensors \
+    hf_weights/qwenimage_edit_2509/projectors/s07.safetensors \
+    hf_weights/qwenimage_edit_2509/projectors/s08.safetensors \
+    hf_weights/qwenimage_edit_2509/projectors/s09.safetensors \
+  --anchor-strengths 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9
+```
+
+
+## License
+
+The model-weight release is provided under the [Apache License 2.0](LICENSE). The StyleController source code is separately licensed under MIT. The Qwen base model and SmoothStyle dataset remain governed by their own licenses and notices; see [`NOTICE`](NOTICE).
+
+## Citation
+

model_manifest.json

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+{
+  "schema_version": 1,
+  "repository": "ReyChiaro/StyleController",
+  "project": "StyleController",
+  "source_repository": "https://github.com/ReyChiaro/StyleController",
+  "default_variant": "qwenimage_edit_2509",
+  "variants": [
+    {
+      "id": "qwenimage_edit_2509",
+      "path": "qwenimage_edit_2509",
+      "base_model": "Qwen/Qwen-Image-Edit-2509",
+      "base_model_relation": "adapter",
+      "pipeline_tag": "image-to-image",
+      "library_name": "diffusers",
+      "config": "qwenimage_edit_2509/stylecontroller_config.json",
+      "model_card": "qwenimage_edit_2509/README.md",
+      "checksums": "qwenimage_edit_2509/checksums.sha256",
+      "status": "available"
+    }
+  ]
+}

qwenimage_edit_2509/README.md

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+# StyleController for Qwen-Image-Edit-2509
+
+This directory contains the StyleController LoRA endpoint and projector anchors configured for `Qwen/Qwen-Image-Edit-2509`.
+
+## Files
+
+- `styctrl_qwenimage_edit_2509.safetensors`: main BF16 StyleController LoRA endpoint.
+- `projectors/s01.safetensors` through `projectors/s09.safetensors`: learned `low_rank_linear` projector anchors for strengths 0.1 through 0.9.
+- `stylecontroller_config.json`: authoritative runtime and architecture configuration.
+- `checksums.sha256`: SHA-256 integrity checks for all weight files in this variant.
+
+There are no `s00` or `s10` projector files. The StyleController inference code constructs strength 0.0 as a zero projector and strength 1.0 from the identity projector initialized with the main LoRA endpoint.
+
+Use the complete download and inference instructions in the repository-level [`README.md`](../README.md). In particular, pass:
+
+```text
+--pretrained-pipeline Qwen/Qwen-Image-Edit-2509
+--rank 128
+--layer-start 0
+--layer-end 59
+--projector-type low_rank_linear
+```
+
+The source implementation currently uses the listed pretrained pipeline, rank, layer range, and projector type as its Qwen defaults. Passing them explicitly makes the release command reproducible if those defaults change later.

qwenimage_edit_2509/checksums.sha256

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+27dd73f8c820ef3571b303363d01a1478891cc7ddd416a05150d7842304fa390  projectors/s09.safetensors

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