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Unlock Stunning 60FPS Videos: A Comprehensive Workflow Guide

CN
ComfyUI.org
2025-04-04 08:04:55

Unlock advanced video generation & HD enhancement with our workflow, featuring 4K upscaling, 60FPS interpolation, and style consistency control. Discover how to transform your videos now!

Use Case
Video
Best For
Video
Key Nodes
Upscaler
VRAM
Low VRAM (≤8GB)
Reading Time
3 min
More Video Workflows

Workflow Overview

Unlock advanced video generation & HD enhancement with our workflow, featuring 4K upscaling, 60FPS interpolation, and style consistency control. Discover how to transform your videos now!

Content type: Workflow

Primary intent: Download

Required Nodes

  • Upscaler

Setup Notes

  • Install the required models before opening the workflow template.
  • Recommended hardware: Low VRAM (≤8GB).

1. Workflow Overview

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This is a Video Generation & HD Enhancement workflow with:

  • First/Last frame-based video interpolation (Image-to-Video)

  • 4K Super-Resolution Upscaling

  • Smart Frame Interpolation (60FPS output)

  • Video Style Consistency Control

2. Core Models

Model Name

Function

Wan2_1-I2V-14B-480P_fp8_e4m3fn

Main video generation model (480P output)

open-clip-xlm-roberta-large-vit-huge-14

Multilingual CLIP for image feature encoding

umt5-xxl-enc-bf16

Text encoder for negative prompts

rife47.pth

RIFE model for 60FPS interpolation

3. Key Nodes

Node Name

Function

Installation

WanVideoSampler

Core video generation sampler

Install ComfyUI-WanVideoWrapper

WanVideoClipVisionEncode

Image feature encoding (style control)

Same as above

RIFE VFI

Frame interpolation (FPS boost)

Install ComfyUI-VideoHelperSuite

VHS_VideoCombine

Video composition & export

Same as above

4. Workflow Structure

  • Group 1: Frame Processing

    • Input: Start/End frames (Auto-resized to 512x512)

    • Output: Normalized images + dimension parameters

  • Group 2: Video Generation

    • Input: Frames + Text prompts (Auto negative prompts)

    • Output: 480P raw video sequence (20 frames)

  • Group 3: Post-Processing

    • Input: Raw video + Interpolation params

    • Output: 60FPS HD video (H.264 MP4)

5. Inputs & Outputs

  • Required Inputs:

    1. Start frame (JPG/PNG)

    2. End frame (JPG/PNG)

    3. Output resolution (Default 832x480)

  • Output:

    • Format: MP4 (H.264)

    • Frame Rate: 60FPS

    • Example: WanVideoWrapper_I2V_endframe_00009.mp4

6. Notes

  • VRAM: ≥16GB GPU (For 480P generation)

  • Common Errors:

    • Frame size mismatch → Use ImageScaleByAspectRatio node

    • Interpolation lag → Reduce Upscale Factor in RIFE VFI (Default 10 → 5)

  • Optimization:

    • Enable torch.compile (Requires NVIDIA RTX 30+)

    • Use bf16 precision to save VRAM

FAQ

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