lovis93
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next-scene-qwen-image-lora-2509

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 license: mit
 language: en
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 # 🎥 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

+```markdown
 ---
 license: mit
 language: en
 # 🎥 next-scene-qwen-image-lora-2509
+![Demo 1](01.gif) ![Demo 2](02.gif) ![Demo 3](03.gif)
+**next-scene-qwen-image-lora-2509** is a **LoRA adapter fine-tuned on Qwen-Image-Edit (build 2509)**, purpose-built to generate cinematic image sequences with natural visual progression from frame to frame.
+This model enables Qwen Image Edit to think like a film director—understanding camera dynamics, visual composition, and narrative continuity to create shots that flow seamlessly into one another.
 ---
+## 🧠 What This Model Does
+This LoRA brings **cinematic storytelling continuity** into AI image generation workflows.
+Each output frame functions as the *"Next Scene"* in an evolving visual narrative, maintaining compositional coherence while introducing organic transitions such as:
+- **Camera movement:** Dolly shots, push-ins, pull-backs, and tracking moves
+- **Framing evolution:** Wide to close-up transitions, angle shifts, reframing
+- **Environmental reveals:** New characters entering frame, expanded scenery, spatial progression
+- **Atmospheric shifts:** Lighting changes, weather evolution, time-of-day transitions
+### Examples of Cinematic Logic:
+- *"Next Scene: The camera pulls back from a tight close-up on the airship to a sweeping aerial view, revealing an entire fleet of vessels soaring through a fantasy landscape."*
+- *"Next Scene: The camera tracks forward and tilts down, bringing the sun and helicopters closer into frame as a strong lens flare intensifies."*
+- *"Next Scene: The camera pans right, removing the dragon and rider from view while revealing more of the floating mountain range in the distance."*
 ---
+## ⚙️ Usage Instructions
+### Basic Setup:
+1. Load **Qwen-Image-Edit 2509** as your base model
+2. Add a **LoRA Loader** node and select `next-scene-qwen-image-lora-2509`
+3. Set LoRA strength: **0.7 – 0.8** (recommended)
+4. Structure your prompts with **"Next Scene:"** prefix for optimal results
+### Example Prompt:
 ```
+Next Scene: The camera moves slightly forward as sunlight breaks through the clouds, casting a soft glow around the character's silhouette in the mist. Realistic cinematic style, atmospheric depth.
 ```
+### Pro Tips:
+- Begin prompts with camera direction for stronger continuity
+- Specify lighting and atmospheric changes for mood consistency
+- Chain multiple generations to create sequential storyboards
+- Works particularly well with landscape and establishing shots
 ---
+## 🎬 Design Philosophy
+Trained on an extensive, curated cinematic dataset (proprietary), this model has learned to *think directionally* rather than just visually.
+It doesn't simply modify an image—it **advances the story**, preserving spatial relationships, lighting consistency, and emotional resonance across sequential frames.
+### Ideal Applications:
+- **Storyboard generation** for film and animation pre-production
+- **Cinematic AI video pipelines** requiring frame-to-frame coherence
+- **Sequential narrative workflows** in ComfyUI and similar tools
+- **Concept art evolution** showing scene progression
+- **Visual storytelling** for creative projects and presentations
 ---
+## ⚠️ Important Limitations
+- **Not optimized for:** Static portraits, single-image illustration tasks, or non-sequential edits
+- **Best suited for:** Multi-frame workflows with narrative progression
+- **Design priority:** Storytelling flow and continuity over isolated image perfection
+- **Recommended use case:** Scene-to-scene transitions rather than detailed object manipulation
 ---
+## 🧱 Technical Specifications
+- **Base Model:** Qwen-Image-Edit (build 2509)
+- **Architecture:** Low-Rank Adaptation (LoRA)
+- **Training Objective:** Scene continuity and cinematic shot coherence
+- **Dataset:** Large-scale proprietary cinematic imagery
+- **Recommended Strength:** 0.7–0.8
+- **Compatible Platforms:** ComfyUI, Automatic1111 (with Qwen support), custom pipelines
 ---
 ## 📄 License
+**MIT License** — Free for research, educational, and creative use.
+Commercial applications require independent testing and proper attribution. See LICENSE file for full terms.
 ---
+## 🌐 Creator
+Developed by **[@lovis93](https://huggingface.co/lovis93)**
+Pushing the boundaries of AI-directed visual storytelling and cinematic image generation.
 ---
+## 🐦 Share This Model
+🎥 Introducing **next-scene-qwen-image-lora-2509**
+A LoRA fine-tuned for **Qwen-Image-Edit 2509** that thinks like a film director.
+It evolves each frame naturally—new angles, new lighting, same coherent world.
+Perfect for cinematic storyboards, sequential edits, and "Next Scene" workflows.
+👉 https://huggingface.co/lovis93/next-scene-qwen-image-lora-2509
+#AIart #ComfyUI #Qwen #LoRA #GenerativeAI #AIcinema #ImageEditing
+```