Anything2Real 2601A

Flux2 Klein 9B — Anything2Real (Single Image)

Transform any image — illustration, anime, 3D render, or concept art — into a photorealistic photograph using the power of Flux2 Klein 9B.

This workflow takes a single input image and converts it into a hyper-realistic photo while preserving the original composition, structure, and content. It uses the Anything2Real LoRA to bridge the gap between stylized/non-photographic imagery and real-world photography, and the Klein 9B Turbo LoRA for fast, high-quality generation.

What it does:

• Loads your image and intelligently adapts it to the optimal resolution for the model

• Uses EditTextEncode with Flux2 Klein's native edit pipeline to condition generation on your input

• Injects a reference latent to preserve structural consistency with the original image

• Runs a KSampler (Euler, 20 steps) to generate the photorealistic result

• Decodes with tiled VAE for sharp, memory-efficient output at high resolutions

• Crops the result back to the original image boundaries and saves/previews

Models used:

• flux-2-klein-base-9b-fp8 — Base model

• klein_9B_Turbo_r128 LoRA — Speed and quality boost

• anything2real_2601 LoRA — Stylized-to-real conversion

• qwen_3_8b_fp8mixed CLIP — Text encoder

• flux2-vae — VAE decoder

Default prompt: "ultra realistic photo, professional photography, natural lighting, detailed skin texture" Easily customizable — swap the prompt prefix to guide the realism style.

Best for: Anime-to-real, illustration-to-photo, concept art rendering, 3D-to-photo, and any stylized image you want to make look like a real photograph.