How to use from the
Use from the
Diffusers library
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline

# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Rin247/Krea-2-Turbo", dtype=torch.bfloat16, device_map="cuda")

prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]

Krea-2-Turbo

Quantised media packages of krea/Krea-2-Turbo.

MECHA Forge

MECHA β€” Model Engineering & Contextual Hearth Assembly

These media packages have been forged and optimized in the MECHA Forge. Each one holds the Denoiser, Text Encoder, and VAE components packaged together for easier deployment.

Description

Krea 2 Turbo: the 8-step distilled checkpoint of Krea 2 (12B dense DiT). Fast, high-quality text-to-image at up to 2048 px. Uses a Qwen3-VL text encoder and the Qwen-Image VAE. Distilled: 8 steps, no CFG.

Available quantizations

Quant Denoiser Text encoder VAE
FP4 FP4 FP4 FP8
FP8 FP8 FP8 FP8
INT4 INT4 INT4 INT8
INT8 INT8 INT8 INT8

The VAE is shared between formats: FP4 reuses the FP8 file, INT4 reuses the INT8 file.

Recommended settings

From the source model card (adjust to taste):

Parameter Value
Steps 8
CFG / Guidance scale 0 (distilled)
Resolution 1024-2048 (total pixels)
Notes Distilled; few-step sampling; fast inference

Example prompts

Caught in the moment (candid, slice of life):

masterpiece, best quality, 1man, solo, candid moment, natural lighting.
A sunlit street cafe on a summer afternoon, a small round bistro table
under a striped parasol, potted plants and climbing flowers, warm golden
light and a gentle breeze. A 30-year-old man with short dark hair and
brown eyes, relaxed build, wearing a linen shirt and chinos, sitting with
a glass of iced coffee and a calm smile, candid and at ease.

Fashion photography (magazine cover style):

Fashion photography, magazine cover style: a 30-year-old man with a strong
jawline, short textured hair, and warm brown eyes; wearing a tailored navy
suit, open-collar white shirt, leather loafers; studio rim lighting, bold
serif typography, high contrast, cinematic, 8K, sharp focus, GQ editorial.

Scenery:

Scenery: a misty mountain ridge at dawn, pine forests below, low clouds
drifting through the valley, first light on snow-capped peaks, photorealistic,
wide angle, 8K.
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