ComfyUI Node: (Down)load CogVideo Model

Authored by kijai

Created

Updated

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Run (Down)load CogVideo Model without installing ComfyUI

This node already runs on ComfyICU. Open it in the browser, hit run, and you're billed for GPU seconds — not for setup, and not while you're idle.

Category

CogVideoWrapper

Inputs

model
  • THUDM/CogVideoX-2b
  • THUDM/CogVideoX-5b
  • THUDM/CogVideoX-5b-I2V
  • kijai/CogVideoX-5b-1.5-T2V
  • kijai/CogVideoX-5b-1.5-I2V
  • bertjiazheng/KoolCogVideoX-5b
  • kijai/CogVideoX-Fun-2b
  • kijai/CogVideoX-Fun-5b
  • kijai/CogVideoX-5b-Tora
  • alibaba-pai/CogVideoX-Fun-V1.1-2b-InP
  • alibaba-pai/CogVideoX-Fun-V1.1-5b-InP
  • alibaba-pai/CogVideoX-Fun-V1.1-2b-Pose
  • alibaba-pai/CogVideoX-Fun-V1.1-5b-Pose
  • alibaba-pai/CogVideoX-Fun-V1.1-5b-Control
  • alibaba-pai/CogVideoX-Fun-V1.5-5b-InP
  • feizhengcong/CogvideoX-Interpolation
  • NimVideo/cogvideox-2b-img2vid
precision
  • fp16
  • fp32
  • bf16
quantization
  • disabled
  • fp8_e4m3fn
  • fp8_e4m3fn_fastmode
  • torchao_fp8dq
  • torchao_fp8dqrow
  • torchao_int8dq
  • torchao_fp6
enable_sequential_cpu_offload BOOLEAN
block_edit TRANSFORMERBLOCKS
lora COGLORA
compile_args COMPILEARGS
attention_mode
  • sdpa
  • fused_sdpa
  • sageattn
  • fused_sageattn
  • sageattn_qk_int8_pv_fp8_cuda
  • sageattn_qk_int8_pv_fp16_cuda
  • sageattn_qk_int8_pv_fp16_triton
  • fused_sageattn_qk_int8_pv_fp8_cuda
  • fused_sageattn_qk_int8_pv_fp16_cuda
  • fused_sageattn_qk_int8_pv_fp16_triton
  • comfy
load_device
  • main_device
  • offload_device

Outputs

COGVIDEOMODEL

VAE

Extension: ComfyUI CogVideoX Wrapper

Diffusers wrapper for CogVideoX -models: a/https://github.com/THUDM/CogVideo

Authored by kijai

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Run (Down)load CogVideo Model without installing ComfyUI

This node already runs on ComfyICU. Open it in the browser, hit run, and you're billed for GPU seconds — not for setup, and not while you're idle.

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