Improve model card: add `image-to-image` pipeline tag, `transformers` library, and paper link (#2)

- Improve model card: add `image-to-image` pipeline tag, `transformers` library, and paper link (23fc97c54ff6f231eaaa6ec2f3844f38ca8d0108)


Co-authored-by: Niels Rogge <nielsr@users.noreply.huggingface.co>

README.md

@@ -1,15 +1,19 @@
 ---
+base_model:
+- FoundationVision/Infinity
+language:
+- en
 license: mit
+pipeline_tag: image-to-image
 tags:
 - image-editing
 - HiDream.ai
-language:
-- en
-pipeline_tag: any-to-any
-base_model:
-- FoundationVision/Infinity
+library_name: transformers
 ---
-# VAREdit
+
+# VAREdit: Visual Autoregressive Modeling for Instruction-Guided Image Editing
+
+[📄 Paper](https://huggingface.co/papers/2508.15772)
 
 ![VAREdit Demo](assets/demo.jpg)
 
@@ -20,17 +24,17 @@ Try our online demos: [🤗VAREdit-8B-1024](https://huggingface.co/spaces/HiDrea
 
 ## 🌟 Key Features
 
-- **Strong Instruction Follow**: Follows instructions more accurately due to the autoregressive nature of the model.
-- **Efficient Inference**: Optimized for fast generation with less than 1 seconds for 8B model.
-- **Flexible Resolution**: Supports 512×512 and 1024×1024 image resolutions
+-   **Strong Instruction Follow**: Follows instructions more accurately due to the autoregressive nature of the model.
+-   **Efficient Inference**: Optimized for fast generation with less than 1 seconds for 8B model.
+-   **Flexible Resolution**: Supports 512×512 and 1024×1024 image resolutions
 ![VAREdit Demo](assets/framework.jpg)
 
 ## 📊 Model Variants
 
-| Model Variant    | Resolutions  | HuggingFace Model                                                                 | Time (H800) | VRAM (GB) |
-|------------------|--------------|----------------------------------------------------------------------------------|----------|-----------|
-| VAREdit-8B-512   | 512×512      | [VAREdit-8B-512](https://huggingface.co/HiDream-ai/VAREdit)         |   ~0.7s   |   50.41     |
-| VAREdit-8B-1024  | 1024×1024    | [VAREdit-8B-1024](https://huggingface.co/HiDream-ai/VAREdit)       |   ~1.99s   |   50.41     |
+| Model Variant | Resolutions | HuggingFace Model | Time (H800) | VRAM (GB) |
+|:--------------|:------------|:---------------------------------------------------------------------------------|:----------|:----------|
+| VAREdit-8B-512 | 512×512 | [VAREdit-8B-512](https://huggingface.co/HiDream-ai/VAREdit) | ~0.7s | 50.41 |
+| VAREdit-8B-1024 | 1024×1024 | [VAREdit-8B-1024](https://huggingface.co/HiDream-ai/VAREdit) | ~1.99s | 50.41 |
 
 ## 🚀 Quick Start
 
@@ -43,18 +47,18 @@ Before starting, ensure you have:
 
 ### Installation
 
-1. **Clone the repository**
+1.  **Clone the repository**
 ```bash
 git clone https://github.com/HiDream-ai/VAREdit.git
 cd VAREdit
 ```
 
-2. **Install dependencies**
+2.  **Install dependencies**
 ```bash
 pip install -r requirements.txt
 ```
 
-3. **Download model checkpoints**
+3.  **Download model checkpoints**
 
 Download the VAREdit model checkpoints:
 ```bash
@@ -91,7 +95,7 @@ edited_image = generate_image(
 ### Model Sampling Parameters
 
 | Parameter | Description | Default |
-|-----------|-------------|---------|
+|:----------|:------------|:--------|
 | `cfg` | Classifier-free guidance scale | 3.0 |
 | `tau` | Temperature for sampling | 0.1 |
 | `seed` | Random seed for reproducibility | -1 (random) |