Description
Krea 2 Raw is part of the Krea 2 model family, a text-to-image diffusion model developed by Krea.ai, Inc. It is designed to generate images from natural-language text descriptions, making it suitable for creative, commercial, developer, and research use cases. The model is particularly useful for image generation, concepting, design exploration, and visual production workflows. Krea 2 Raw serves as a base release checkpoint, ideal for fine-tuning and post-training to meet specific needs and domains. Users can train LoRAs on midtrain and directly use them on Krea 2 Turbo, enhancing the model's capabilities.
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The model architecture is a Diffusion Transformer with 12 billion parameters, released under the Krea 2 Community License. It supports open-weight release and Krea-hosted product integrations. The model's training data comprises publicly available data, licensed data from third-party providers, and synthetic data generated through proprietary methods. This data is curated to improve prompt following, visual quality, and alignment with intended use cases.
Safety measures are implemented throughout the model development lifecycle, including targeted fine-tuning techniques to reduce susceptibility to harmful content generation. Multiple rounds of internal and external safety evaluations were conducted before release, ensuring high resilience against violative inputs. Krea deploys input and output classifiers to flag or block policy-violating prompts and generated images.
Krea 2 Raw is not intended for uses that violate laws or regulations, infringe third-party rights, or support fully automated decision-making that adversely affects legal rights. Users must comply with the Krea 2 Community License and Acceptable Use Policy. The model's outputs are not controlled by Krea, and deployers are required to implement content filtering measures to prevent unlawful content generation.
- CategoryAI Models & LLMs
- DeploymentCloud
- PlatformsWeb
Krea 2 Raw Highlights
Model Type: Text-to-image diffusion model
Architecture: Diffusion Transformer
Parameters: 12 billion
License: Krea 2 Community License
Release Format: Open-weight release
Fine-tuning Support: Yes
Safety Measures: Input and output classifiers
Training Data: Public, licensed, and synthetic data
Getting Started with Krea 2 Raw
Access model: Visit the Hugging Face page
Authenticate: Log in or sign up
Set up environment: Download raw.safetensors
Integrate via API: Use official Krea 2 codebase
Optimize: Train LoRAs for specific needs
Krea 2 Raw's Use Cases
- Image Generation
- Design Exploration
- Creative Applications
- Commercial Use
- Research
