Apply Qwen-Image-Edit Lightning 8-step LoRA

README.md

@@ -1,6 +1,6 @@
 ---
-title: MetaView Novel View Synthesis
-emoji: 🎥
+title: MetaView Lightning Novel View Synthesis
+emoji: ⚡
 colorFrom: pink
 colorTo: purple
 sdk: gradio
@@ -8,25 +8,33 @@ sdk_version: 5.49.1
 app_file: app.py
 pinned: false
 license: apache-2.0
-short_description: Monocular novel view synthesis from a single image
+short_description: Fast 8-step monocular novel view synthesis
 python_version: "3.10"
 startup_duration_timeout: 1h
 ---
 
-# MetaView — Monocular Novel View Synthesis
+# MetaView ⚡ Lightning — Monocular Novel View Synthesis
 
 Interactive demo for [**MetaView**](https://huggingface.co/Kwai-Kolors/MetaView)
 (ECCV 2026): *Monocular Novel View Synthesis with Scale-Aware Implicit Geometry
-Priors*.
+Priors* — accelerated with the **Qwen-Image-Edit Lightning 8-step LoRA**.
 
 Upload a single image, choose a target camera **yaw** (left/right) and **pitch**
-(up/down), and MetaView renders the scene from the new viewpoint.
+(up/down), and MetaView renders the scene from the new viewpoint in **8 steps**
+(down from 40), with no classifier-free guidance.
 
 The pipeline combines:
 - **Qwen-Image-Edit** MM-DiT backbone (novel-view generation),
+- **[Qwen-Image-Edit Lightning](https://huggingface.co/lightx2v/Qwen-Image-Lightning)**
+  8-step distillation LoRA (rank 64 / alpha 8 → scale 0.125), fused into the DiT,
 - **Depth-Anything-3** GIANT (implicit 3D feature priors) + NESTED (dense depth),
 - **Modified RoPE (PRoPE)** for metric scale anchoring of the camera pose.
 
+The repeated DiT block is AoTI-compiled (LoRA-fused) offline by
+[`hugging-apps/metaview-lightning-aoti-compile`](https://huggingface.co/spaces/hugging-apps/metaview-lightning-aoti-compile)
+and served from the [`hugging-apps/metaview-lightning-aoti`](https://huggingface.co/datasets/hugging-apps/metaview-lightning-aoti)
+dataset.
+
 Links: [Model](https://huggingface.co/Kwai-Kolors/MetaView) ·
 [Code](https://github.com/KlingAIResearch/MetaView) ·
 [Paper](https://arxiv.org/abs/2607.12000)