GIMM Frame Interpolation - After
GIMM Frame Interpolation - Before

This workflow performs video frame interpolation in ComfyUI to make motion look smoother without changing the total playback time. It uses the comfyui-videohelpersuite for I/O and the comfyui-gimm-vfi custom node to synthesize in-between frames. VHS_LoadVideo ingests your source clip and exposes its frames and native FPS. Those frames are passed to the GIMM VFI interpolator node (UUID: 8d69124f-cc0e-4891-b9ca-9c1b04432c40), which inserts synthetic frames between each pair of originals according to an interpolation factor you set (for example, 2x or 3x). Finally, VHS_VideoCombine assembles the expanded frame sequence back into a video file.

Technically, the GIMM VFI node estimates motion between consecutive frames and generates temporally consistent intermediate frames. The MarkdownNote in the graph spells out the key timing rule: output_fps = input_fps × interpolation_factor. By multiplying the output FPS in VHS_VideoCombine to match the factor, the clip’s duration remains identical while motion appears more fluid. No diffusion or checkpoint models are required; everything hinges on the VFI node and reliable video read/write via the Video Helper Suite.

API

Use this workflow from code

Every Comfy workflow is a JSON graph. The payload below is this workflow, exactly as ComfyUI runs it — fetch it from the URL, keep it in version control, or load it in ComfyUI and run it node by node.

utility_gimm_frame_interpolation.json
Fetching workflow JSON…

Run it from TypeScript or Python with the Comfy SDK. The same code targets Comfy Cloud or a ComfyUI you host yourself — only the base URL changes.

// Install (beta)
npm i @comfyorg/sdk

// Run "GIMM Frame Interpolation" (TypeScript)
import { Comfy } from "@comfyorg/sdk";

const client = new Comfy({ apiKey: "comfyui-..." });

// This workflow, exported in API format (see note below)
const wf = await client.workflows.fromFile("utility_gimm_frame_interpolation_api.json");

const job = await client.run(wf);
await job.getOutputs("7")[0].toFile("output.png"); // VHS_VideoCombine

The SDK takes a workflow in API format: open this workflow in ComfyUI and use File → Export Workflow (API).

Comfy Cloud API access requires a plan with an API key.

FAQ

Frequently Asked Questions

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