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flux-2-klein-4b-fp8.safetensors

The FP8 file of FLUX.2 [klein] 4B. 4.1 GB on disk, about 5.9 GB of VRAM to run without offloading. In ComfyUI it goes in models/diffusion_models.

4.1 GBmodels/diffusion_modelsFLUX.2 klein 4B
Fileflux-2-klein-4b-fp8.safetensors
ModelFLUX.2 [klein] 4B (image model, 4B)
PrecisionFP8
Size4.1 GB
VRAM to fitabout 5.9 GB
FolderComfyUI/models/diffusion_models/
Loader nodeLoad Diffusion Model (UNETLoader)
Sourceblack-forest-labs/FLUX.2-klein-4b-fp8 on Hugging Face

Download flux-2-klein-4b-fp8.safetensors (4.1 GB)

Where to put it

Put the file in ComfyUI/models/diffusion_models/ (portable version: ComfyUI_windows_portable/ComfyUI/models/diffusion_models/). Older guides say models/unet: that folder still works. Press R in ComfyUI or restart it, then pick the file in Load Diffusion Model (UNETLoader). Not for Mac: FP8 and INT8 files do not load on Apple Silicon.

If a workflow says “Value not in list” for that node, the workflow expects a file with another name. Click the node and choose this one.

Which graphics cards it fits

VRAMThis fileBest file for that card (RTX 40/50)
6 GBRuns wellFits in VRAM, 0.1 GB to sparethis file
8 GBRuns wellFits in VRAM, 2.1 GB to sparethis file
10 GBRuns wellFits in VRAM, 4.1 GB to spareflux-2-klein-4b.safetensors (7.8 GB)
12 GBRuns wellFits in VRAM, 6.1 GB to spareflux-2-klein-4b.safetensors (7.8 GB)
16 GBRuns wellFits in VRAM, 10.1 GB to spareflux-2-klein-4b.safetensors (7.8 GB)
20 GBRuns wellFits in VRAM, 14.1 GB to spareflux-2-klein-4b.safetensors (7.8 GB)
24 GBRuns wellFits in VRAM, 18.1 GB to spareflux-2-klein-4b.safetensors (7.8 GB)
32 GBRuns wellFits in VRAM, 26.1 GB to spareflux-2-klein-4b.safetensors (7.8 GB)
48 GBRuns wellFits in VRAM, 42.1 GB to spareflux-2-klein-4b.safetensors (7.8 GB)

Need = file × 1 + 1 GB for the picture and 0.8 GB for Windows and the browser — the same rule as the rest of the site. FP8 files do not load on a Mac (Apple Silicon); use a 16-bit or GGUF file there.

Measured with this exact file

GPUTimeSizeStepsPeak VRAMSource
RTX 5060 Ti 16 GB2.9 s per image1024x1024412.2 GBmeasured by me, 2026-10-01

Time = sampling + VAE decode, after a warm-up run. Peak VRAM = memory in use on the whole card. How I measure.

What else you need

This file alone does not make a picture. With it you load:

RoleFileSizeFolder
Modelflux-2-klein-4b-fp8.safetensors4.1 GBmodels/diffusion_models
Text encoderqwen_3_4b_fp8_mixed.safetensors5.6 GBmodels/text_encoders
VAEflux2-vae.safetensors0.3 GBmodels/vae

10.0 GB in total. Smaller text-encoder versions and other options are on the FLUX.2 klein 4B page.

Other files of FLUX.2 klein 4B

FilePrecisionSizeVRAM to fit
flux-2-klein-4b.safetensors16-bit7.8 GB9.6 GB
flux-2-klein-4b-Q8_0.ggufQ8_04.3 GB6.1 GB
flux-2-klein-4b-fp8.safetensorsFP84.1 GB5.9 GB
flux-2-klein-4b-Q6_K.ggufQ6_K3.4 GB5.2 GB
flux-2-klein-4b-Q5_K_M.ggufQ5_K_M3.1 GB4.9 GB
flux-2-klein-4b-Q4_K_M.ggufQ4_K_M2.6 GB4.4 GB
flux-2-klein-4b-Q3_K_M.ggufQ3_K_M2.1 GB3.9 GB
flux-2-klein-4b-Q2_K.ggufQ2_K1.8 GB3.6 GB

Same model, different compression. 8-bit files (FP8, INT8, Q8_0) look almost the same as 16-bit; below Q5 the loss starts to show.

Free workflow with this file

Drag the .json into ComfyUI. All free workflows →

Want the answer for your exact card? Check your GPU. Every file of every model: ComfyUI model files.

Size and source read from Hugging Face (2026-10-01).