README.md

---
license: mit
language: en
base_model:
- Qwen/Qwen-Image-Edit-2509
pipeline_tag: image-to-image
tags:
- lora
- cinematic
- comfyui
- qwen
- image-editing
- next-scene
- ai-video
- diffusers
---

# 🎥 next-scene-qwen-image-lora-2509

---

## 🎉 ✨ **UPDATE - Version 2 Now Available! (21 Oct 2025)** ✨ 🎉

🚀 **New Model:** `next-scene_lora-v2-3000.safetensors`

**What's New in V2:**
- 🎯 **Trained on higher quality data** for significantly improved results
- 💪 **Better command responsiveness** - the model follows your prompts more accurately
- 🖼️ **Fixed black bar artifacts** - no more unwanted black borders on generated images
- ⚡ **Overall enhanced performance** - smoother transitions and better cinematic flow

**Recommended:** Use V2 for all new projects.

**📥 ComfyUI Workflow:** [workflow-comfyui-basic-next-scene-v2.json](workflow-comfyui-basic-next-scene-v2.json)

### V2 Demo Examples:

![Demo 1 V2](01-update.gif) ![Demo 2 V2](02-update.gif) ![Demo 3 V2](03-update.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.

---

## 📦 Version 1 (Legacy)

**Model File:** `next-scene_lora_v1-3000.safetensors`  
**ComfyUI Workflow:** [workflow-comfyui-basic-next-scene.json](workflow-comfyui-basic-next-scene.json)

### V1 Demo Examples:

![Demo 1 V1](01.gif) ![Demo 2 V1](02.gif) ![Demo 3 V1](03.gif)

---

## 🧠 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:
   - **V2 (Recommended):** `next-scene_lora-v2-3000.safetensors`
   - **V1 (Legacy):** `next-scene_lora_v1-3000.safetensors`
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

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## 🎬 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.

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## 🐦 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