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Deploy SeedVR2 Video Upscaler

Video

SeedVR2 by ByteDance is a one-step video and image upscaler using a Diffusion Transformer. 4x faster than multi-step alternatives. Upscale to 1080p, 1440p, or 4K with enhanced detail and blur removal.

Deploy SeedVR2 Video Upscaler in minutes

Starting at $0.66/hr on dedicated GPU

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Specifications

ModelGPUVRAMPriceAction
SeedVR2 Video Upscaler
7B FP8
RTX A600048 GB$0.66/hrDeploy

Prices include 30% service fee. Billed per minute while running.

Requirements

SeedVR2 Video Upscaler requires 48GB VRAM. Consumer GPUs like the RTX 5080 (16GB) or RTX 4090 (24GB) cannot run this model.

On ModelPilot, deploy on a dedicated cloud GPU (up to 80GB VRAM) starting at $0.66/hr with no setup required.

Includes ComfyUI with video-optimized workflows. Video models require more GPU memory for frame buffers.

Use Cases

  • ✓Upscale AI-generated videos to 1080p-4K
  • ✓Restore and enhance old footage
  • ✓Fix blurry or compressed video
  • ✓Post-process video generation output

Related Models

SUPIR Image UpscalerImage

AI image upscaling to 4K+. Upload any image, get enhanced detail and resolution.

Frequently Asked Questions

How much VRAM does SeedVR2 Video Upscaler need?

SeedVR2 Video Upscaler requires 48GB VRAM.

How much does it cost to run SeedVR2 Video Upscaler?

Starting at $0.66/hr on a dedicated GPU. Billed per minute while running, with auto-stop when credits run out.

How long does SeedVR2 Video Upscaler take to deploy?

Video models typically take 15–30 minutes for first deployment (model download + setup). Subsequent starts are faster.

Can I run SeedVR2 Video Upscaler on my local GPU?

SeedVR2 Video Upscaler requires 48GB+ VRAM, which exceeds most consumer GPUs. Cloud GPUs (A6000 48GB, A100 80GB) are recommended.

Ready to deploy SeedVR2 Video Upscaler?

Pick your GPU and have it running in minutes. No infrastructure setup required.

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