Krea Introduces Krea 2 Raw For Developer Image Training
Krea 2 Raw is a text-to-image diffusion model that generates pictures from written descriptions. This release serves as a base checkpoint for developers who want to customize the model. Users are not advised to run this version directly for image generation since it is meant for training purposes.
The developer Krea created this tool to support creative and commercial image generation workflows. They built a massive architecture containing 12 billion parameters to process text prompts. The team trained this model using a mix of public, licensed, and synthetic data to ensure high visual quality.
Base checkpoint for custom training
Key Features
- Generates images from text descriptions.
- Uses 12 billion parameter architecture.
- Serves as a base for fine-tuning.
- Supports training custom text modifiers.
- Released under Krea 2 Community License.
This tool is built for developers and researchers who want to train their own image generation systems. They can use this raw base to teach the model specific visual styles or domains. After training, the resulting modifiers can be directly applied to the faster Krea 2 Turbo version.
Developer notes and limitations
The developer notes that this base model may fail to perfectly match prompts and can sometimes produce undesirable outputs. Developers must implement their own content filtering measures to prevent harmful images as required by the license. The team applied targeted fine-tuning to reduce harmful content but acknowledges that outputs cannot be fully predicted in advance.
"Its a good base for finetuning or post-training for your own needs and domains." Source: Hugging Face
Project Links
