Sneaky_Robot Low Vram GGUF_NF4_FP8 V4 Workflow
5.0
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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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Versions (1)
- latest (a year ago)
Node Details
Primitive Nodes (139)
Anything Everywhere (1)
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)
Custom Nodes (117)
- CR Text Input Switch (4 way) (1)
- CR Latent Input Switch (1)
ComfyUI
- PreviewImage (16)
- VAEEncodeTiled (2)
- LoadImage (7)
- VAEDecodeTiled (4)
- ControlNetApplyAdvanced (4)
- ControlNetLoader (4)
- ImageScaleBy (2)
- DifferentialDiffusion (2)
- KSampler (1)
- VAEDecode (3)
- CheckpointLoaderSimple (2)
- CLIPSetLastLayer (1)
- CLIPTextEncode (3)
- SaveImage (1)
- InpaintModelConditioning (1)
- ImageCompositeMasked (1)
- ConditioningZeroOut (4)
- VAEEncode (2)
- InvertMask (1)
- VAEEncodeForInpaint (1)
- SetLatentNoiseMask (1)
- DualCLIPLoader (1)
- VAELoader (1)
- MaskToImage (2)
- GrowMask (2)
- easy imageSize (9)
- easy imageScaleDownBy (2)
- easy showAnything (6)
- easy prompt (1)
- ImpactSwitch (7)
- ImpactGaussianBlurMask (2)
- LamaRemover (1)
- LayerUtility: ImageBlendAdvance V2 (1)
- AIO_Preprocessor (1)
- Textbox (1)
- SDXLPromptStylerPreview (1)
- AnyLineArtPreprocessor_aux (1)
- ImageAndMaskPreview (1)
- ImageResizeKJ (1)
- LoadAndResizeImage (1)
- GrowMaskWithBlur (1)
- ShowText|pysssss (2)
- StringFunction|pysssss (1)
- LLMLoader (1)
- LLMSampler (1)
- SimpleText (2)
- ViewText (1)
- Image Blank (1)
Model Details
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