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Flux Kontext GGUF workflow LOWVRAM Realistic Cinematic 2Pass + Lora

22

677

12

Type

Workflows

Stats

284

0

Reviews

Published

Jul 2, 2025

Base Model

Flux.1 Kontext

Hash

AutoV2
F6E33FEC40

The FLUX.1 [dev] Model is licensed by Black Forest Labs. Inc. under the FLUX.1 [dev] Non-Commercial License. Copyright Black Forest Labs. Inc.

IN NO EVENT SHALL BLACK FOREST LABS, INC. BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.

Hi! This is a simple workflow to create realistic images using Flux Dev, Schnell, Kontext or other models with only a laptop and 4GB VRAM.

The Workflow uses GGUF files , uses two samplers and torch teacache etc for speed.

In only 30 steps im getting semi realistic images with

πŸŽ₯ Video Explainer:

πŸ“¦ DOWNLOAD SECTION

Only MODELS (not VAE or CLIP)

VAE

CLIP

πŸ“– Download Overview

  • Flux Kontext = Higher quality, Image editing

  • Flux Dev = Higher quality

  • Flux Schnell = Faster, needs fewer steps to create usable images

  • PixelWave = Merged checkpoint for better realism

βš™οΈ Quantization

  • -q8 β†’ Highest quality, most VRAM used

  • -q5 β†’ Least quality loss, most performance gained

  • Below -q5 β†’ Less VRAM usage, lower quality

CLIP

  • fp16 β†’ Better textual understanding, more VRAM used

  • fp8 β†’ Less textual understanding, less VRAM used

  • scaled β†’ less

πŸ”— Helpful Sources:

If you have any questions, leave a comment and I will try to help :)