Update README.md

README.md

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----
-license: mit
-language: en
-base_model: Qwen-Image-Edit-2509
-pipeline_tag: image-to-image
-tags:
-  - lora
-  - cinematic
-  - comfyui
-  - qwen
-  - image-editing
-  - next-scene
-  - ai-video
----
-
-# 🎥 next-scene-qwen-image-lora-2509
-
-**next-scene-qwen-image-lora-2509** is a **LoRA fine-tuned on Qwen-Image-Edit (build 2509)**, designed to generate cinematic, sequential images that evolve naturally from shot to shot.  
-It enables Qwen Image Edit to interpret prompts like a film director — understanding camera movement, framing, and visual storytelling continuity.
-
----
-
-## 🧠 Model Purpose
-This LoRA was trained to bring **cinematic continuity** into AI image workflows.  
-Each generated frame feels like a *“Next Scene”* in a visual story — preserving the core composition while introducing natural shot transitions such as:
-
-- Camera pullbacks and push-ins  
-- Perspective and framing shifts  
-- Revealing new characters or environments  
-- Atmospheric and lighting evolution  
-
-Examples of the kind of cinematic logic it learns:
-- “Next Scene: The camera pulls back from a close-up on a flying vehicle to a wide aerial shot, revealing multiple similar vehicles soaring over a fantastical landscape.”  
-- “Next Scene: The camera tracks forward and lowers its angle, bringing the sun and helicopters closer into the frame with a strong lens flare.”  
-- “Next Scene: The camera pans right, removing the flying creature and rider from the frame and revealing more of the floating mountains.”  
-
----
-
-## ⚙️ How to Use
-1. Load **Qwen-Image-Edit 2509** as your base model.  
-2. Add a **LoRA Loader** and select `next-scene-qwen-image-lora-2509`.  
-3. Recommended strength: `0.7 – 1.0`.  
-4. Use structured prompts starting with **Next Scene**.
-
-**Example Prompt:**
-```
-Next Scene: The camera moves slightly forward, showing the sunlight breaking through clouds while the character’s silhouette glows softly in the mist. realistic cinematic style
-```
-
----
-
-## 🎬 Concept
-Trained on a large, high-quality cinematic dataset (details undisclosed), this model learns to *think like a director*.  
-It doesn’t just change an image — it advances the visual story, maintaining continuity of light, space, and emotional tone across multiple frames.
-
-Ideal for:
-- Storyboard generation  
-- Cinematic AI video pipelines  
-- Sequential Qwen image editing  
-- ComfyUI and multi-frame creative workflows
-
----
-
-## ⚠️ Limitations
-- Not optimized for portrait-only or static illustration tasks.  
-- Works best in structured “Next Scene” pipelines.  
-- Prioritizes storytelling flow over isolated image detail.
-
----
-
-## 🧱 Technical Info
-- **Base model:** Qwen-Image-Edit (build 2509)  
-- **Architecture:** LoRA  
-- **Goal:** Enhance scene continuity and shot coherence  
-- **Training data:** Large-scale cinematic dataset (undisclosed)  
-
----
-
-## 📄 License
-MIT License — free for research, educational, and creative use.  
-Commercial use requires independent testing and attribution.
-
----
-
-## 🌐 Author
-Created by **[@lovis93](https://huggingface.co/lovis93)**  
-Exploring the boundaries of AI-directed cinematography and storytelling.
-
----
-
-## 🐦 Tweet Template
-🎥 Introducing **next-scene-qwen-image-lora-2509**  
-A LoRA fine-tuned for **Qwen-Image-Edit 2509** — trained to think like a director.  
-It evolves each frame naturally: new angles, new light, same world.  
-
-Perfect for cinematic storyboards, trailers, and “Next Scene” workflows.  
-👉 https://huggingface.co/lovis93/next-scene-qwen-image-lora-2509  
-#AIart #ComfyUI #Qwen #LoRA #GenerativeAI #AIcinema
+---
+license: mit
+language: en
+base_model: Qwen-Image-Edit-2509
+pipeline_tag: image-to-image
+tags:
+  - lora
+  - cinematic
+  - comfyui
+  - qwen
+  - image-editing
+  - next-scene
+  - ai-video
+---
+
+# 🎥 next-scene-qwen-image-lora-2509
+
+**next-scene-qwen-image-lora-2509** is a **LoRA fine-tuned on Qwen-Image-Edit (build 2509)**, designed to generate cinematic, sequential images that evolve naturally from shot to shot.  
+It enables Qwen Image Edit to interpret prompts like a film director — understanding camera movement, framing, and visual storytelling continuity.
+
+---
+
+## 🧠 Model Purpose
+This LoRA was trained to bring **cinematic continuity** into AI image workflows.  
+Each generated frame feels like a *“Next Scene”* in a visual story — preserving the core composition while introducing natural shot transitions such as:
+
+- Camera pullbacks and push-ins  
+- Perspective and framing shifts  
+- Revealing new characters or environments  
+- Atmospheric and lighting evolution  
+
+Examples of the kind of cinematic logic it learns:
+- “Next Scene: The camera pulls back from a close-up on a flying vehicle to a wide aerial shot, revealing multiple similar vehicles soaring over a fantastical landscape.”  
+- “Next Scene: The camera tracks forward and lowers its angle, bringing the sun and helicopters closer into the frame with a strong lens flare.”  
+- “Next Scene: The camera pans right, removing the flying creature and rider from the frame and revealing more of the floating mountains.”  
+
+---
+
+## ⚙️ How to Use
+1. Load **Qwen-Image-Edit 2509** as your base model.  
+2. Add a **LoRA Loader** and select `next-scene-qwen-image-lora-2509`.  
+3. Recommended strength: `0.7 – 0.8`.  
+4. Use structured prompts starting with **Next Scene**.
+
+**Example Prompt:**
+```
+Next Scene: The camera moves slightly forward, showing the sunlight breaking through clouds while the character’s silhouette glows softly in the mist. realistic cinematic style
+```
+
+---
+
+## 🎬 Concept
+Trained on a large, high-quality cinematic dataset (details undisclosed), this model learns to *think like a director*.  
+It doesn’t just change an image — it advances the visual story, maintaining continuity of light, space, and emotional tone across multiple frames.
+
+Ideal for:
+- Storyboard generation  
+- Cinematic AI video pipelines  
+- Sequential Qwen image editing  
+- ComfyUI and multi-frame creative workflows
+
+---
+
+## ⚠️ Limitations
+- Not optimized for portrait-only or static illustration tasks.  
+- Works best in structured “Next Scene” pipelines.  
+- Prioritizes storytelling flow over isolated image detail.
+
+---
+
+## 🧱 Technical Info
+- **Base model:** Qwen-Image-Edit (build 2509)  
+- **Architecture:** LoRA  
+- **Goal:** Enhance scene continuity and shot coherence  
+- **Training data:** Large-scale cinematic dataset (undisclosed)  
+
+---
+
+## 📄 License
+MIT License — free for research, educational, and creative use.  
+Commercial use requires independent testing and attribution.
+
+---
+
+## 🌐 Author
+Created by **[@lovis93](https://huggingface.co/lovis93)**  
+Exploring the boundaries of AI-directed cinematography and storytelling.
+
+---
+
+## 🐦 Tweet Template
+🎥 Introducing **next-scene-qwen-image-lora-2509**  
+A LoRA fine-tuned for **Qwen-Image-Edit 2509** — trained to think like a director.  
+It evolves each frame naturally: new angles, new light, same world.  
+
+Perfect for cinematic storyboards, trailers, and “Next Scene” workflows.  
+👉 https://huggingface.co/lovis93/next-scene-qwen-image-lora-2509  
+#AIart #ComfyUI #Qwen #LoRA #GenerativeAI #AIcinema