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CogView 4 Test: Compare with SDXL, FLUX and Lumina 2

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Description

This workflow compares the performance and output quality of CogView 4 with SDXL, FLUX, and Lumina using RealVis 5 SDXL, Flux Dev and Lumina 2 (Alpha VLLM) as base models.

There is no ComfyUI integration for CogView 4 yet, so it uses a wrapper.

This workflow is ideal for benchmarking different AI models, comparing realism and coherence in generations, and evaluating processing speeds for different pipelines.

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  • - latest (10 months ago)

Primitive Nodes (2)

CogView4 (1)

ModelSamplingAuraFlow (1)

Custom Nodes (36)

ComfyUI

  • - CLIPTextEncode (6)

  • - UNETLoader (1)

  • - DualCLIPLoader (1)

  • - CheckpointLoaderSimple (2)

  • - VAELoader (2)

  • - EmptyLatentImage (1)

  • - VAEDecode (3)

  • - PreviewImage (1)

  • - SaveImage (1)

ComfyUI Essentials

  • - ImageCrop+ (4)

  • - ToBasicPipe (3)

  • - ImpactKSamplerBasicPipe (3)

  • - ImpactMakeImageBatch (1)

ComfyUI_tinyterraNodes

  • - ttN concat (1)

  • - TY_ExecutionTime (1)

  • - ImagesGridByRows (1)

  • - GridAnnotation (1)

  • - EmptyLatentImagePresets (1)

  • - Text Multiline (2)

Checkpoints (2)

RealVisXL_V5.0_fp16.safetensors

lumina_2.safetensors

LoRAs (0)