Krea 2 gains identity reference and outpainting via new LoRAs

A user has released two functional LoRAs for Krea 2, focusing on identity reference and positional outpainting capabilities. The identity reference LoRA allows for changes in clothing, pose, composition, and background while maintaining a consistent identity, utilizing Qwen3-VL image conditioning and VAE reference tokens. The positional outpainting LoRA enables extending an image by placing a source image at a specific location and filling in the surrounding areas. Both LoRAs are available with weights, Diffusers pipelines, and runnable examples, designed for local inference without requiring a hosted API. AI

IMPACT Enhances image generation capabilities for Krea 2 users with specific identity and composition controls.

RANK_REASON Release of functional LoRAs for an existing model, not a new model release from a frontier lab.

Read on r/StableDiffusion →

• diffusers
• identity reference
• Krea 2
• Loras
• positional outpainting
• Qwen3-VL

• model release
• product

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