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All links to models are on a note in the workflow
Runtime profile
Source description
All links to models are on a note in the workflow
PiD reformulates the latent-to-pixel decoder as a conditional pixel-space diffusion model, unifying decoding and upsampling into a single generative module. It denoises directly in high-resolution pixel space and produces a super-resolved image in one pass.
This workflow takes an Ideogram 4 generations latent from 512x512>2048x2048/1024x1024>4096x4096 or 16:9, 4:3, 3:4 aspect ratios.
Estimated VRAM requirement
Estimate unavailable
Model file sizes are not complete enough to calculate this requirement yet.
AI-generated commentary
AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.
Ideogram 4 PiD Upscale Workflow. All links to models are on a note in the workflow
The current graph contains 4 retained relationships for this resource.
Current retained source (civitai_workflow) is published by tsolful.
rgthree-comfy: resolved.
ideogram4-int8-ConvRot.safetensors: unresolved.
Qwen3-VL-8B-Instruct-abliterated-v2.Q4_K_M.gguf: unresolved.
ideogram4-unconditional-int8-ConvRot.safetensors: unresolved.
ae.safetensors: unresolved.
gemma-2-2b-it_elm_bf16.safetensors: unresolved.
pid_flux2_1024_to_4096_4step_2606_INT8.safetensors: unresolved.
gemma_2_2b_it_elm_fp8_scaled.safetensors: unresolved.
Sweet Tea records presentation quality as ready with no listed presentation blockers.
Confirm ideogram4-int8-ConvRot.safetensors before use because its retained dependency state is unresolved.
Suggestion · not verified
Confirm Qwen3-VL-8B-Instruct-abliterated-v2.Q4_K_M.gguf before use because its retained dependency state is unresolved.
Suggestion · not verified
Confirm ideogram4-unconditional-int8-ConvRot.safetensors before use because its retained dependency state is unresolved.
Suggestion · not verified
Confirm ae.safetensors before use because its retained dependency state is unresolved.
Suggestion · not verified
Confirm gemma-2-2b-it_elm_bf16.safetensors before use because its retained dependency state is unresolved.
Suggestion · not verified
Confirm pid_flux2_1024_to_4096_4step_2606_INT8.safetensors before use because its retained dependency state is unresolved.
Suggestion · not verified
Confirm gemma_2_2b_it_elm_fp8_scaled.safetensors before use because its retained dependency state is unresolved.
Suggestion · not verified
This commentary explains retained evidence; it does not independently assert that the resource is recommended or runtime-tested.
Suggestion · not verified
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Sources
1 sourceSource excerpts
3 excerptsSource context: 687 downloads · Type Workflows · Base model Ideogram 4.0
Requirements
13 requirementsVAE · Unknown
VAE · Hugging Face · Comfy-Org/flux2-dev
gemma_2_2b_it_elm_fp8_scaled.safetensors
Not resolvedText encoder · Unknown
gemma-2-2b-it_elm_bf16.safetensors
File unverifiedText encoder · Unknown · gemma_2_2b_it_elm_bf16.safetensors
ideogram4-int8-ConvRot.safetensors
Not resolvedCheckpoint · Unknown
ideogram4-unconditional-int8-ConvRot.safetensors
Not resolvedCheckpoint · Unknown
pid_flux2_1024_to_4096_4step_2606_INT8.safetensors
Not resolvedCheckpoint · Unknown
Qwen3-VL-8B-Instruct-abliterated-v2.Q4_K_M.gguf
Not resolvedText encoder · Unknown
ComfyUI-GGUF
PossibleNode pack · Registry
Node pack · Registry
Source context: 686 downloads · Type Workflows · Base model Ideogram 4.0
Source context: 661 downloads · Type Workflows · Base model Ideogram 4.0
Node pack · Registry
int8-fast
Not resolvedNode pack · Registry
Node pack · Registry
