Model reference · open weights

Krea-2

Krea-2 is an open-weight image model from vantagewithai, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.

Licence fee required Image vantagewithai 1 variants 39k downloads/mo
Request a licence + hosting quote All served models Not on the shared API today — deployed on request.

About

What Krea-2 is

Krea 2 Text-to-Image Model This repository provides GGUF quantized version of the Krea 2 OSS Turbo. Watch us on Youtube: @VantageWithAI See our collection of in-house trained LoRAs trained on Raw and meant to be used with Turbo: Krea-2 LoRA Collection Model Overview - Model Name: Krea 2 - Version: v1.0 - Release Date: June 22, 2026 - Model Type: Text-to-image diffusion model - Architecture: Diffusion Transformer with 12 billion parameters - License: Krea 2 Community License - Release Format: Open-weight release and Krea-hosted product integrations - Model Developer: Krea.ai, Inc. Model Family and Release Checkpoints This model card covers the Krea 2 model family, including the following release checkpoints: - Krea 2 Raw: Base release checkpoint, prior to additional post-training and fine-tuning. - Krea 2 Turbo: Post-trained release checkpoint with additional fine-tuning and distillation. Capabilities and Intended use Krea 2 is a text-to-image diffusion model that generates images from natural-language text descriptions. The model is designed to support creative, commercial, developer, and research use cases, including image generation, concepting, design exploration, visual production workflows, and integration into applications and creative tools. Out-of-Scope Uses This model is not intended or designed for uses that violate applicable law or regulations, infringe or misappropriate third-party rights, generate or facilitate unlawful or harmful content (including CSAM, NCII, harassment or defamation), or support fully automated decision-making that adversely affects legal rights of individuals. This summary is non-exhaustive. Use of Krea 2 is subject to the Krea 2 Community License Agreement and must comply with the Acceptable Use Policy. In the event of any conflict, the Krea Acceptable Use Policy and Krea 2 Community License control. Training Data This model was developed using a combination of publicly available data, data licensed from third-party providers, and synthetic data generated through proprietary methods. The training data includes images and their associated captions or text descriptions. Prior to training, data was filtered to remove certain cate

Summarised from the published model card. Read the full card on the HuggingFace links below.

Specifications

What it is

Makervantagewithai
TypeImage models
Variants1
Runs withdiffusers
Based onkrea/Krea-2-Turbo
Released2026-06-23
Popularity39k downloads / month
Likes137
LicenceCommercial licence needed

How it works

How image models work

Text promptwhat to makeText encoderunderstands itDiffusion stepsdenoise to pixelsImagePNG / JPEGA diffusion model starts from noise and denoises it, guided by your prompt, into a finished image.

Variants

Sizes & precisions

Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.

VariantParamsPrecisionVRAMFits 16 GBWeights
Krea-2-Turbo-GGUFGGUFWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys vantagewithai-krea-2 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (vantagewithai-krea-2 below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/images/generations \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"vantagewithai-krea-2","prompt":"a red bicycle","size":"1024x1024"}'

Details

Languages, data & research

Languages

en

Tags

diffusers gguf text-to-image en

Licence

Commercial licence needed

The weights are open but its licence needs a commercial agreement for business use. AxForge can arrange that licence and host the model for you — you pay AxForge, we settle with the model’s maker. Ask us for a quote. Read the licence ↗

Sources

Weights & code

Want Krea-2 on EU-owned hardware?

Request a licence + hosting quote See what’s served now

Explore

More image models

© 2026 AxForge · EU-hosted AI infrastructure Pricing Docs Trust Privacy Terms