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Sneaky_Robot Low Vram GGUF_NF4_FP8 V4 Workflow

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Description

Video Instructions:

https://www.youtube.com/watch?v=5zYiwsRGGI4


Model List:

NF4 Model:

https://huggingface.co/lllyasviel/flux1-dev-bnb-nf4/blob/main/flux1-dev-bnb-nf4-v2.safetensors


Flux Dev GGUF:

https://huggingface.co/city96/FLUX.1-dev-gguf/tree/main


Flux Dev  fp8:

https://huggingface.co/XLabs-AI/flux-dev-fp8/blob/main/flux-dev-fp8.safetensors


T5 GGUF Model:

https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf/blob/main/t5-v1_1-xxl-encoder-Q4_K_M.gguf


T5 FP8 Model:

https://huggingface.co/stabilityai/stable-diffusion-3-medium/tree/main

NB: you'll need to login or sign and agree to the terms of stabilityai to download the fp8 model


Clip VIT:

https://huggingface.co/zer0int/CLIP-GmP-ViT-L-14/blob/main/ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors


Flux hyper model Lora:

https://huggingface.co/ByteDance/Hyper-SD


Flux dev add detail lora:

https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-add-details


jasperai/Flux.1-dev-Controlnet-Upscalerr:

https://huggingface.co/jasperai/Flux.1-dev-Controlnet-Upscaler/blob/main/diffusion_pytorch_model.safetensors


jasperai/Flux.1-dev-Controlnet-Depth:

https://huggingface.co/jasperai/Flux.1-dev-Controlnet-Depth/blob/main/diffusion_pytorch_model.safetensors


jasperai/Flux.1-dev-Controlnet-Surface-Normals:

https://huggingface.co/jasperai/Flux.1-dev-Controlnet-Surface-Normals/blob/main/diffusion_pytorch_model.safetensors

Controlnet Depth:

https://huggingface.co/Shakker-Labs/FLUX.1-dev-ControlNet-Depth/blob/main/diffusion_pytorch_model.safetensors


Contorlnet Canny:

https://huggingface.co/InstantX/FLUX.1-dev-Controlnet-Canny/blob/main/diffusion_pytorch_model.safetensors


Mistoline Controlnet:

https://huggingface.co/TheMistoAI/MistoLine_Flux.dev/blob/main/mistoline_flux.dev_v1.safetensors


Mistoline GitHub:

https://github.com/TheMistoAI/MistoControlNet-Flux-dev


NB: The NF4 checkpoint loader, Mistoline Note and the perfection style Nodes has to be manually installed, Here are the steps:


Installing NF4 checkpoint loader:

open the manager click on install via git URL paste the following url and click on ok and wait till its done installing.


--https://github.com/comfyanonymous/ComfyUI_bitsandbytes_NF4.git


Installing perfection styler:

open the manager click on install via git URL paste the following url and click on ok and wait till its done installing.


--https://github.com/TripleHeadedMonkey/ComfyUI_MileHighStyler.git


Installing Mistoline:

open the manager click on install via git URL paste the following url and click on ok and wait till its done installing.


--https://github.com/TheMistoAI/MistoControlNet-Flux-dev.git


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Primitive Nodes (139)

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ApplyTheMistoFluxControlNet (1)

CLIPTextEncodeFlux (6)

CheckpointLoaderNF4 (1)

DownloadAndLoadFlorence2Model (3)

DownloadAndLoadSAM2Model (1)

EmptySD3LatentImage (2)

Fast Groups Bypasser (rgthree) (16)

Florence2Run (3)

Florence2toCoordinates (1)

FluxResolutionNode (4)

GetNode (22)

Image Comparer (rgthree) (6)

InspyrenetRembg (1)

KSamplerTheMisto (1)

Label (rgthree) (30)

LoadTheMistoFluxControlNet (1)

Lora Loader Stack (rgthree) (1)

Note (8)

PerfectionStyler (1)

PrimitiveNode (10)

Sam2Segmentation (1)

SetNode (8)

SetUnionControlNetType (1)

workflow/Custom Sampler Flux +1 (5)

workflow/Flux_Scheduler_Custom2 (1)

workflow/GGUF_Model_&_Clip_Loader (1)

workflow/SRBot_2Way_Switch (2)

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ComfyUI

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  • - ControlNetLoader (4)

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  • - DifferentialDiffusion (2)

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  • - CLIPTextEncode (3)

  • - SaveImage (1)

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  • - SetLatentNoiseMask (1)

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  • - SDXLPromptStylerPreview (1)

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  • - LLMLoader (1)

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  • - SimpleText (2)

  • - ViewText (1)

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Checkpoints (3)

FLUX\flux1-dev-bnb-nf4-v2.safetensors

FLUX\flux1-dev-fp8-e4m3fn.safetensors

SDLX_LIGHTNING\realvisxlV50Lightning.Ng9I.safetensors

LoRAs (1)

Flux Loras\Hyper-FLUX.1-dev-8steps-lora.safetensors