FLUX.2 Kontext Img2Img — Multi-Reference + Strength-Guidance Image Editing Workflow by <a target="_blank" rel="ugc" href="https://www.youtube.com/c/TripTrap1?sub_confirmation=1">TripTrap</a>Files: <a rel="ugc" href="https://civarchive.com/api/download/models/2944415?fileId=2823611">pornmasterFlux2Klein_v4BaseFp8.safetensors</a><a target="_blank" rel="ugc" href="https://huggingface.co/ponpoke/flux2-klein-9b-uncensored-text-encoder/resolve/main/flux2-klein-9b-uncensored-q4_k_m.gguf?download=true">flux2-klein-9b-uncensored-q4_k_m.gguf</a><a target="_blank" rel="ugc" href="https://huggingface.co/black-forest-labs/FLUX.2-small-decoder/resolve/main/full_encoder_small_decoder.safetensors?download=true">flux2-full_encoder_small_decoder.safetensors</a>DescriptionThis workflow turns FLUX.2's native Kontext architecture into a fully-featured image-to-imageediting powerhouse. Built from the ground up over months of iteration, it gives you surgicalcontrol over how reference images influence your generations — from subtle texture injection tocomplete stylistic transformation.Whether you're editing album art, refining character designs, or exploring glitch aesthetics,this workflow lets you feed in up to 2 reference images and dial in exactly how much theyinfluence the output with a single strength slider.### What makes this different- FLUX.2 Native — This isn't a hack. It uses FLUX.2 klein 9B KV-FP8's built-in Kontext referencesystem for clean, artifact-free image conditioning- Strength Control — A denoise slider that actually works. 0.0 = no change, 1.0 = fullgeneration. No cryptic parameters.- Multi-Reference — Chain up to 6 reference images through the Kontext system for composite influences- Prompt Engineering — Built-in text concatenation for complex multi-source prompts- VRAM Safe — Auto-scales images to 0.5MP before encoding, preventing accidental OOM crashes- 4-Step Generation — Optimized for FLUX.2's distilled inference. Blazing fast.### How it works```Reference Image → Scale → VAE Encode ──┐├──→ ReferenceLatent Chain → Conditioning → SamplerReference Image → Scale → VAE Encode ──┘↑Prompt → Text Concat → CLIP Encode → Flux Guidance ──────────┘```The reference images are injected directly into FLUX.2's Kontext conditioning system — the samemechanism the BFL API uses internally. No separate style models, no CLIP vision encoders, nobloat.### RequirementsModels (download and place in ComfyUI/models/):┌────────────────────────────────────┬───────────────────┐│ File │ Location │├────────────────────────────────────┼───────────────────┤│ flux-2-klein-9b-kv-fp8.safetensors │ diffusion_models/ │├────────────────────────────────────┼───────────────────┤│ qwen_3_8b_fp8mixed.safetensors │ text_encoders/ │├────────────────────────────────────┼───────────────────┤│ flux2-vae.safetensors │ vae/ │└────────────────────────────────────┴───────────────────┘Custom Nodes: (install via ComfyUI Manager)- rgthree-comfy (Power Lora Loader)- ComfyUI-Custom-Scripts (ShowText)- ComfyUI_Comfyroll_CustomNodes (CR Aspect Ratio)### How to use1. Load the workflow JSON (drag into ComfyUI)2. Load your base image in Ref 13. Optionally load a second reference in Ref 24. Write your prompt5. Set denoise (0.65 is a good starting point)6. Queue it### Tips- 0.5–0.65 denoise: Subtle edits, preserves composition- 0.65–0.8 denoise: Balanced changes with strong reference influence- 0.8–1.0 denoise: Heavy transformation, prompt dominates- Use 4 steps for speed, or up to 8 for more refinement- Keep images under 1MP for best performance### LicenseThis workflow is free to use under the FLUX Non-Commercial License.Respect the model license terms.────────────────────────────────────────────────────────────────────────────────▶ YouTube — TripTrap Music<a target="_blank" rel="ugc" href="https://www.youtube.com/c/TripTrap1?sub_confirmation=1">https://www.youtube.com/c/TripTrap1?sub_confirmation=1</a>▶ Spotify — TripTrap Artist<a target="_blank" rel="ugc" href="https://open.spotify.com/artist/7vPfTIL4FweqDqTjcw4Bvr">https://open.spotify.com/artist/7vPfTIL4FweqDqTjcw4Bvr</a>▶ Apple Music — TripTrap<a target="_blank" rel="ugc" href="https://music.apple.com/us/artist/triptrap/1760346233">https://music.apple.com/us/artist/triptrap/1760346233</a>────────────────────────────────────────────────────────────────────────────────Built by TripTrap — glitch artist, experimental pop producer, and AI alchemist.Every image this workflow generates carries a frequency. Make it yours.

flux-2-klein_UNLOCKED | Ultimate_Img2Img_Workflow

--- FLUX2_Img2Img_Workflow_v777_NSFW-secret-v6 — Update Summary --- What changed: Reordered the prompt generation pipeline so FLUX2 receives properly structured prompts before image processing, so it knows exactly what transformation to apply to the input image instead of having to guess. New feature — Auto-Prompter Selector (1-7):<ul><li>7 different built-in auto-prompters, selectable by number</li><li>Each handles a different style/approach</li><li>Optionally type your own auto-prompt output on top, or just let it do all work</li></ul>New feature — Automatic LORA trigger word injection:<ul><li>Any LORAs you have enabled at runtime automatically get their trigger words injected into the prompt</li><li>No more manually looking up and pasting trigger phrases</li><li>+A WHOLE BUNCH MORE....</li></ul>

Files with SHA256: 5601a6bad93eb8250b5ab0cf2a2fa803ccc1a79e764b059988e7b7ae950d6d8a