Duplicate from lovis93/next-scene-qwen-image-lora-2509

Co-authored-by: ldf <[email protected]>

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README.md

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+---
+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
+
+---
+
+## 🎬 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

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+          "link": 86
+        },
+        {
+          "name": "vae",
+          "shape": 7,
+          "type": "VAE",
+          "link": 87
+        },
+        {
+          "name": "image1",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 98
+        },
+        {
+          "name": "image2",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "name": "image3",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "name": "prompt",
+          "type": "STRING",
+          "widget": {
+            "name": "prompt"
+          },
+          "link": 102
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            74
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.59",
+        "Node name for S&R": "TextEncodeQwenImageEditPlus"
+      },
+      "widgets_values": [
+        "Next Scene: The camera pushes in from behind the keeper, showing him gripping the rail as the storm rages and lightning illuminates his weathered face. realistic cinematic style"
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
+    },
+    {
+      "id": 27,
+      "type": "EmptySD3LatentImage",
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+      "inputs": [],
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+          "type": "LATENT",
+          "slot_index": 0,
+          "links": [
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+        }
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+        "cnr_id": "comfy-core",
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+          "type": "IMAGE",
+          "link": 97
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+      "outputs": [
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+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            78,
+            82,
+            98
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+        }
+      ],
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+        "cnr_id": "comfy-core",
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+        "Node name for S&R": "ImageScaleToTotalPixels",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "upscale_method": true,
+            "megapixels": true
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+      "widgets_values": [
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+      "type": "MarkdownNote",
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+        390
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+      "flags": {},
+      "order": 7,
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+      "inputs": [],
+      "outputs": [],
+      "title": "Model links",
+      "properties": {},
+      "widgets_values": [
+        "## Model links\n\n**Diffusion Model**\n\n- [flux1-krea-dev_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/FLUX.1-Krea-dev_ComfyUI/resolve/main/split_files/diffusion_models/flux1-krea-dev_fp8_scaled.safetensors)\n\nIf you need the original weights, head to [black-forest-labs/FLUX.1-Krea-dev](https://huggingface.co/black-forest-labs/FLUX.1-Krea-dev/), accept the agreement in the repo, then click the link below to download the models:\n\n- [flux1-krea-dev.safetensors](https://huggingface.co/black-forest-labs/FLUX.1-Krea-dev/resolve/main/flux1-krea-dev.safetensors)\n\n**Text Encoder**\n\n- [clip_l.safetensors](https://huggingface.co/comfyanonymous/flux_text_encoders/blob/main/clip_l.safetensors)\n\n- [t5xxl_fp16.safetensors](https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors) or [t5xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors)\n\n**VAE**\n\n- [ae.safetensors](https://huggingface.co/Comfy-Org/Lumina_Image_2.0_Repackaged/resolve/main/split_files/vae/ae.safetensors)\n\n\n```\nComfyUI/\n├── models/\n│   ├── diffusion_models/\n│   │   └─── flux1-krea-dev_fp8_scaled.safetensors\n│   ├── text_encoders/\n│   │   ├── clip_l.safetensors\n│   │   └─── t5xxl_fp16.safetensors # or t5xxl_fp8_e4m3fn_scaled.safetensors\n│   └── vae/\n│       └── ae.safetensors\n```\n"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 8,
+      "type": "VAEDecode",
+      "pos": [
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+        208.9554308869794
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+      "size": [
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+        46
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+      "flags": {
+        "collapsed": false
+      },
+      "order": 20,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 52
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 58
+        }
+      ],
+      "outputs": [
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+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
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+            97
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+        }
+      ],
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+        "cnr_id": "comfy-core",
+        "ver": "0.3.40",
+        "Node name for S&R": "VAEDecode"
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+      "widgets_values": []
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+      "type": "ConditioningZeroOut",
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+      "flags": {
+        "collapsed": false
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+      "order": 15,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "link": 66
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            63
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.40",
+        "Node name for S&R": "ConditioningZeroOut"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 74,
+      "type": "Text Load Line From File",
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+          "type": "STRING",
+          "link": 103
+        },
+        {
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+          "type": "INT",
+          "widget": {
+            "name": "index"
+          },
+          "link": 100
+        }
+      ],
+      "outputs": [
+        {
+          "name": "line_text",
+          "type": "STRING",
+          "links": [
+            101,
+            102
+          ]
+        },
+        {
+          "name": "dictionary",
+          "type": "DICT",
+          "links": null
+        }
+      ],
+      "properties": {
+        "cnr_id": "was-node-suite-comfyui",
+        "ver": "ea935d1044ae5a26efa54ebeb18fe9020af49a45",
+        "Node name for S&R": "Text Load Line From File"
+      },
+      "widgets_values": [
+        "",
+        "[filename]",
+        "TextBatch",
+        "index",
+        0
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+    },
+    {
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+      "type": "Note",
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+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "you can make the list of your prompt in the text multiline and the incrementer will select each line for each of you run.\nyou need to restart at 0 when you have no more lines.  ( seed  )"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
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+      "type": "PreviewAny",
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+          "link": 101
+        }
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+      "outputs": [],
+      "title": "NEXT SCENE PROMPT",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.64",
+        "Node name for S&R": "PreviewAny"
+      },
+      "widgets_values": []
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+      "mode": 0,
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+          "link": 9
+        }
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+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.40",
+        "Node name for S&R": "SaveImage"
+      },
+      "widgets_values": [
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+          "link": 77
+        }
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+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48",
+        "Node name for S&R": "SaveImage",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "nextscene"
+      ]
+    },
+    {
+      "id": 65,
+      "type": "LoraLoaderModelOnly",
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+          "type": "MODEL",
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+        }
+      ],
+      "outputs": [
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+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            94
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+      "properties": {
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+        "ver": "0.3.50",
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+        "models": [
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+            "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Edit-2509/Qwen-Image-Edit-2509-Lightning-4steps-V1.0-bf16.safetensors",
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+          }
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+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "lora_name": true,
+            "strength_model": true
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+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [
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+        "cnr_id": "comfy-core",
+        "ver": "0.3.48",
+        "Node name for S&R": "UNETLoader",
+        "models": [
+          {
+            "name": "qwen_image_edit_2509_fp8_e4m3fn.safetensors",
+            "url": "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_2509_fp8_e4m3fn.safetensors",
+            "directory": "diffusion_models"
+          }
+        ],
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "qwen_image_edit_2509_fp8_e4m3fn.safetensors",
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+        "ver": "0.3.64",
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+        }
+      ],
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+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            65,
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+      "title": "PROMPT",
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+        "ver": "0.3.47",
+        "Node name for S&R": "CLIPTextEncode"
+      },
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+        "A cinematic interior of a modern apartment at night. a man and a woman stand in the living room, mid-argument. the warm light from a floor lamp contrasts with the cold blue glow from the city outside the window. tension fills the space, their faces flushed with emotion, half-lit by shadows. cinematic realism, shallow depth of field."
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
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+      "type": "Text Multiline",
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+          "type": "STRING",
+          "links": [
+            103
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "was-node-suite-comfyui",
+        "ver": "ea935d1044ae5a26efa54ebeb18fe9020af49a45",
+        "Node name for S&R": "Text Multiline"
+      },
+      "widgets_values": [
+        "Next Scene: The camera moves closer to the woman, showing tears forming as she tries to speak but hesitates, her reflection faintly visible in the window behind her. realistic cinematic style\nNext Scene: The camera cuts to the man pacing back and forth, his hand in his hair, the city lights flickering behind him through the curtains. realistic cinematic style\nNext Scene: The camera moves to a medium shot between them, framing their silhouettes across the table, the soft lamp glow splitting them in two. realistic cinematic style\nNext Scene: The camera tilts down to the woman’s hand gripping her glass, trembling slightly before setting it down. realistic cinematic style\nNext Scene: The camera pans slowly as he stops and looks toward her, silence stretching between them, the hum of the city barely audible. realistic cinematic style\nNext Scene: The camera pulls back to a wide shot from the hallway, both figures motionless in the warm, fragile light. realistic cinematic style"
+      ]
+    },
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+          "type": "LATENT",
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+          "type": "LATENT",
+          "slot_index": 0,
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+        "secondTabText": "Send Back",
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+        "widget_ue_connectable": {}
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+        },
+        {
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+          "type": "CONDITIONING",
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+        },
+        {
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+          "type": "LATENT",
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+        }
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+          "type": "LATENT",
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+          "type": "INT",
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+      ],
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workflow-comfyui-basic-next-scene.json

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+      "title": "Model links",
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+        "## Model links\n\n**Diffusion Model**\n\n- [flux1-krea-dev_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/FLUX.1-Krea-dev_ComfyUI/resolve/main/split_files/diffusion_models/flux1-krea-dev_fp8_scaled.safetensors)\n\nIf you need the original weights, head to [black-forest-labs/FLUX.1-Krea-dev](https://huggingface.co/black-forest-labs/FLUX.1-Krea-dev/), accept the agreement in the repo, then click the link below to download the models:\n\n- [flux1-krea-dev.safetensors](https://huggingface.co/black-forest-labs/FLUX.1-Krea-dev/resolve/main/flux1-krea-dev.safetensors)\n\n**Text Encoder**\n\n- [clip_l.safetensors](https://huggingface.co/comfyanonymous/flux_text_encoders/blob/main/clip_l.safetensors)\n\n- [t5xxl_fp16.safetensors](https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors) or [t5xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors)\n\n**VAE**\n\n- [ae.safetensors](https://huggingface.co/Comfy-Org/Lumina_Image_2.0_Repackaged/resolve/main/split_files/vae/ae.safetensors)\n\n\n```\nComfyUI/\n├── models/\n│   ├── diffusion_models/\n│   │   └─── flux1-krea-dev_fp8_scaled.safetensors\n│   ├── text_encoders/\n│   │   ├── clip_l.safetensors\n│   │   └─── t5xxl_fp16.safetensors # or t5xxl_fp8_e4m3fn_scaled.safetensors\n│   └── vae/\n│       └── ae.safetensors\n```\n"
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+      "title": "Step 2 - Image Size",
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+        200
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+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
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+    {
+      "id": 3,
+      "title": "Step 3 - Prompt",
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+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
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+    {
+      "id": 4,
+      "title": "Step1 - Load models",
+      "bounding": [
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+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
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+    {
+      "id": 5,
+      "title": "Step 2 - Upload image for editing",
+      "bounding": [
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+        680,
+        970,
+        550
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
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+    {
+      "id": 6,
+      "title": "Step 4 - Prompt",
+      "bounding": [
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+        570
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 7,
+      "title": "Step3 - Image Size",
+      "bounding": [
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+        1030,
+        310,
+        200
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    }
+  ],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 0.7187434554973852,
+      "offset": [
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+    "frontendVersion": "1.27.10",
+    "VHS_latentpreview": false,
+    "VHS_latentpreviewrate": 0,
+    "VHS_MetadataImage": true,
+    "VHS_KeepIntermediate": true
+  },
+  "version": 0.4
+}