README.md

metadata

title: I2V ( 70%+ ZeroGPU Quota Savings ) AoT Compiled
emoji: ⚡
colorFrom: yellow
colorTo: red
sdk: gradio
sdk_version: 6.0.1
app_file: app.py
pinned: true
short_description: 🎬 VIP Prompt Relay, 🎬 1080p HD RIFE 32/64/128 FPS 🚀

🎬 I2V EXTENDED v3.5 VIP (Wan 2.2 14B Base Model)

An advanced, ultra-high performance Image-to-Video generation platform powered by Wan 2.2 14B Base Model, optimized for 70%+ ZeroGPU Quota Savings and offloaded 1080p Full HD Super-Resolution.

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💎 VIP Feature Suite Highlights

⚡ 1. Wan 2.2 14B Lightning Engine

• 4-Step Lightning Diffusion Acceleration: Delivers 4.0s high-fidelity video inference in just ~19.5s GPU compute (~70%+ GPU quota savings).
• AoT Compiled Model: Ahead-of-Time CUDA graph compilation for maximum generation speed.

💎 2. Remote VIP GPU Acceleration & 1080p Super-Resolution

• ✨ Real-ESRGAN 1080p Full HD Video Super-Resolution: Offloads 480p/640p video upscaling to dedicated CUDA FP16 TensorRT GPU engine for crystal clear 1080p/4K HD clarity.
• 🚀 RIFE v4.26 Multiplier: 2x or 4x frame rate interpolation (32 FPS or 64 FPS ultra-fluid motion).
• 👤 Temporal Video Face Sharpening: Applies per-frame facial detail restoration via GFPGAN v1.4.

🔗 3. 2-Stage Chaining Engine (CPU + VIP GPU)

• 8s - 16s Cinematic Videos: Chain local CPU Motion Extension / Boomerang with VIP Remote GPU RIFE to extend 4.0s base videos into 8.0s or 16.0s smooth videos with 0 extra ZeroGPU quota.

👑 4. Sulphur AI Vision Prompt Engine

• Automated Qwen2.5-VL Vision Analysis: Analyzes input images and composes fine-grained multi-event Prompt Relay Schedules ([0.0s - 2.0s] ... [2.0s - 4.0s] ...).
• Optional Pre-Swap Pipeline: Swaps faces on input image with gender filter support (Female Faces Only, Male Faces Only, Any/All) + GFPGAN sharpening prior to video generation.

🔂 5. Master Motion Extension Suite

• ⚡ Real-Time RIFE Interpolation (32/64 FPS): 100% natural real-speed smooth playback.
• 🔂 Ending-Only Boomerang Loop: Plays main video forward normally, then boomerangs only the tail 1.5s - 2.0s frames.
• 🔁 Classic Full Boomerang Loop: 100% natural real-speed forward + reverse loop.
• 🌊 Adaptive Motion Speed Ramping: Cubic smoothstep curve easing for dynamic motion stretch.

📸 6. 3-Way Instant Video Frame Extraction

• Grab video frames at exact timestamps instantly as Next Input Image, Last Frame (dual-image interpolation), or Target Face Swap.

👤 7. Standalone CPU Face Swapper & GFPGAN Restoration

• Swap single image faces with smart gender filtering on CPU (~0 GPU quota consumed).

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📄 License

Sulphur AI Project - Developed for High-Performance Cinematic Video Generation & Face Swap Support.