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.
GET https://comfy.org/workflows/download/268307c5793e.jsonFetching workflow JSON…
Run it from Python or TypeScript with the Comfy SDK. The same code targets Comfy Cloud or a ComfyUI you host yourself — only the base URL changes.
# Install (beta)
pip install comfy-sdk # Python
npm i @comfyorg/sdk # TypeScript
# Run "GIMM Frame Interpolation" (Python)
from comfy_sdk import Comfy
client = Comfy(api_key="comfyui-...")
# This workflow, exported in API format (see note below)
wf = client.workflows.from_file("utility_gimm_frame_interpolation_api.json")
job = client.run(wf)
for output in job.get_outputs("7"): # VHS_VideoCombine
output.to_file(output.name)The SDK takes a workflow in API format: open this workflow in ComfyUI and use File → Export Workflow (API). API access requires a Comfy Cloud plan with an API key. SDK docs · Get an API key
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