--- license: apache-2.0 tags: - lora - krea2 - character - comfyui - text-to-image base_model: KREA2 --- # Krea2 Character LoRA Collection A collection of **34 character LoRAs** for the **KREA2** base model, each paired with a `persona .md` file describing the character's stable facial features, variable appearance, and expressions. Every LoRA ships as `_KREA2.safetensors` alongside `_KREA2.md`. ## Fully automated pipeline This entire repository — dataset, training, and upload — was produced end-to-end by an autonomous **[Hermes Agent](https://hermes-agent.nousresearch.com)** (served by the **Kimi K3** model) from a natural-language request. No manual review gates anywhere in the loop: 1. **Scraping** — automated image collection per character from web photo pools. 2. **Cropping & curation** — face/head detection **Ultralytics Yolo** and crop, with a hard content filter (No AI generated images, correct subject only, sharpness threshold). 3. **Aesthetic gating** — every candidate image scored by a discriminator built on the **ERNIE aesthetic image scorer**; low scorers rejected automatically with a hard pass/fail threshold. 4. **Captioning** — datasets captioned with **Gemma-4 26B (abliterated) vision MTP** for unrestricted, descriptive captions, fast (1.2s/i). 5. **Persona synthesis** — each `_KREA2.md` generated from caption trait-analysis (facial features, range of expressions). 6. **Infrastructure** — training pods created, configured, monitored, and torn down automatically via the **RunPod API (MCP)**. 7. **Training** — LoRAs trained on pods with **Ostris AI-Toolkit** with user predefined settings. 8. **Publishing** — weights and persona files uploaded to this repo by the agent. ## Usage ### Recommended: CRT-Nodes persona loader Use the **Seeded Persona LoRA Loader (CRT)** node from [CRT-Nodes](https://github.com/PGCRT/CRT-Nodes). It loads both the LoRA **and** its paired `.md` file in one node, and returns: - `MODEL` — the LoRA-patched model - `STRING` — the persona text, ready to feed an LLM prompt enhancer Wiring the string output into your prompt-enhancement LLM gives it grounded hints about the currently loaded character — stable features, typical styling, expressions — so prompts stay on-identity without you memorizing trigger details. The same CRT-Nodes pack includes **ERNIE Image Aesthetic Score (CRT)** — the exact scorer used to gate these datasets, packaged as a ComfyUI node with automatic model download. Ready to use out of the box if you want to score your own outputs or curate your own datasets with the same standard. ### Standard usage Load `_KREA2.safetensors` as a regular LoRA on top of KREA2 in ComfyUI (or any KREA2-compatible pipeline) — recommended strength is around **1.0**. The `.md` files are plain text — read them, or feed them to your prompt LLM manually. ## Contents | | | | |---|---|---| | Adriana Lima | Alexandria Ocasio-Cortez | Ana De Armas | | Anne Hathaway | Anya Taylor-Joy | Ariana Grande | | Autumn Falls | Bella Poarch | Billie Eilish | | Camille Cerf | Doja Cat | Dorozea | | Dua Lipa | Elydia | Emilia Clarke | | Eva Mendes | Hailey Rose | Hannah Kleit | | Ho-yeon | Ice Spice | Inde Navarrette | | Jessica Alba | Kaia Gerber | Kylie Jenner | | Lea Elui | Nicki Minaj | Sab Zada | | Shakira | Shay | Sydney Sweeney | | Tinashe | Tokyo | Zendaya | | Zoe Kravitz | | | ## Known limitations - Trained for likeness; style flexibility depends on your prompt and sampler settings. ## Disclaimer These LoRAs reproduce the likeness of real people and are shared for research and creative purposes. Please use them responsibly and respect the rights of the individuals depicted — don't create misleading, harmful, or non-consensual content. By downloading, you take responsibility for what you generate. ## Credits - Pipeline automation: [Hermes Agent](https://hermes-agent.nousresearch.com) (Nous Research) on Kimi K3 - Training: [Ostris AI-Toolkit](https://github.com/ostris/ai-toolkit) - Aesthetic scoring: ERNIE aesthetic scorer (CRT-Nodes ComfyUI packaging) - Captioning: Gemma-4 26B (abliterated) vision MTP - Infrastructure: RunPod - User Discord https://discord.gg/uV6ZNgg33j