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Krea 2 gains identity reference and outpainting via new LoRAs

By PulseAugur Editorial · [1 sources] ·

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 →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Krea 2 gains identity reference and outpainting via new LoRAs

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
Release of functional LoRAs for an existing model, not a new model release from a frontier lab.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
model release, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
47 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. r/StableDiffusion TIER_2 English(EN) · /u/Upbeat_Birthday_6123 ·

    I released two Krea 2 functional LoRAs: identity reference and positional outpainting (weights + Diffusers pipelines)

    <table> <tr><td> <a href="https://www.reddit.com/r/StableDiffusion/comments/1uyp5z6/i_released_two_krea_2_functional_loras_identity/"> <img alt="I released two Krea 2 functional LoRAs: identity reference and positional outpainting (weights + Diffusers pipelines)" src="https://pre…

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