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README.md
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---
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title:
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emoji: 🌀
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sdk_version: 6.10.0
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app_file: app.py
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python_version: "3.10"
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short_description: Realtime webcam video diffusion (
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startup_duration_timeout: 1h
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#
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Live ZeroGPU demo of [**
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(
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frontend.
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Unlike a fixed-length generator,
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streaming**: a causal Diffusion-Transformer with a **sink-token-guided rolling KV
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cache**, a motion-aware noise controller, and
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through it prompt-by-prompt and the stylized result flows back live, without the
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window-shift burst that fixed-horizon models show.
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The browser captures the webcam and posts frames to a lightweight
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a held `@
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(`start_stream_session` → `run_stream_batch`) and streams frames back over the
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One of three rolling/streaming demos:
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- Rolling
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title: SynapseDiffusionV2 Realtime
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emoji: 🌀
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sdk_version: 6.10.0
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app_file: app.py
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python_version: "3.10"
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short_description: Realtime webcam video diffusion (SynapseDiffusionV2 / Wan2.1)
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startup_duration_timeout: 1h
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pinned: false
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# SynapseDiffusionV2 · Realtime Webcam Diffusion
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Live ZeroGPU demo of [**SynapseDiffusionV2**](https://streamdiffusionv2.github.io/)
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(Synapse AI Technology) on **Synapse Vision 1.3B**, with a custom `Synapse Studio`
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frontend.
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Unlike a fixed-length generator, SynapseDiffusionV2 is **designed for continuous
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streaming**: a causal Diffusion-Transformer with a **sink-token-guided rolling KV
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cache**, a motion-aware noise controller, and SynapseVAE. Your webcam is streamed
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through it prompt-by-prompt and the stylized result flows back live, without the
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window-shift burst that fixed-horizon models show.
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The browser captures the webcam and posts frames to a lightweight Synapse API route;
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a held `@synapse.GPU` session runs SynapseDiffusionV2's single-GPU streaming loop
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(`start_stream_session` → `run_stream_batch`) and streams frames back over the
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Synapse Studio JS client, paced by a client jitter buffer.
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One of three rolling/streaming demos:
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- SynapseDiffusionV2 (this) — video-to-video webcam.
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- Synapse Live — interactive long text-to-video.
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- Synapse Rolling — real-time multi-minute text-to-video.
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index.html
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<head>
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<meta charset="utf-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1" />
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<title>LiveEdit · Realtime</title>
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<style>
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:root { --bg:#0e0f13; --panel:#171922; --line:#2a2e3a; --fg:#e8e8ee; --accent:#c084fc; --good:#86efac; }
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* { box-sizing: border-box; }
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</head>
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<body>
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<div class="wrap">
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<h1>🌀
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<p class="sub">
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Live demo of <a href="https://streamdiffusionv2.github.io/" target="_blank">
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(
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</p>
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<div class="controls">
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<head>
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<meta charset="utf-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1" />
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<title>Synapse LiveEdit · Realtime</title>
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<style>
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:root { --bg:#0e0f13; --panel:#171922; --line:#2a2e3a; --fg:#e8e8ee; --accent:#c084fc; --good:#86efac; }
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* { box-sizing: border-box; }
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</head>
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<body>
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<div class="wrap">
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<h1>🌀 Synapse Vision V2 · Realtime Webcam Diffusion</h1>
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<p class="sub">
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Live demo of <a href="https://streamdiffusionv2.github.io/" target="_blank">SynapseDiffusionV2</a>
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(Synapse AI Technology) on Synapse Vision 1.3B. It streams your webcam through a causal video-diffusion
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model with a <b>sink-token rolling KV cache</b> — built for <i>continuous</i> streaming, so it
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keeps flowing without the window-shift burst. Type a style prompt, click <b>Start</b> to grab SynapseGPU
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for ~60s. <b>Change the prompt anytime</b> — it updates the live stream.
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</p>
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<div class="controls">
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