Update model card

README.md

@@ -19,13 +19,41 @@ Every LoRA ships as `<Name>_KREA2.safetensors` alongside `<Name>_KREA2.md` insid
 
 ### Repository restructure
 - All characters moved under a single **`Characters/`** directory (one folder per character containing the `.safetensors`, the persona `.md`, and the training captions).
+- All **`Images_Prompt_Examples`** folders and their contents were **removed**.
 - A new **`Pruned_Comparison`** folder was added with one preview image per character (see below).
 
 ### Dynamic re-rank + block pruning
-Every LoRA was re-ranked with **dynamic `sv_fro` SVD** (retention `0.998`, max rank `16`) and block-pruned by dropping the **8 lowest-impact transformer blocks** (blocks `1-8`, ~3% of delta energy).
+Every LoRA was re-ranked with **dynamic `sv_fro` SVD** (retention `0.998`, max rank `16`) and block-pruned by dropping the **8 lowest-impact transformer blocks** (blocks `1-8`, ~3% of delta energy). All `txtfusion` refiner/layerwise keys are preserved. Weights are stored as `lora_up` / `lora_down` + `alpha` in fp16, loadable directly in ComfyUI. Each file carries `crt_*` provenance metadata.
+
+### Trigger word corrections
+27 persona `.md` files had trigger words that did not match the tokens actually used in their training captions. These were corrected to the exact training token, e.g.:
+
+| Character | Was | Now |
+|---|---|---|
+| Adriana Lima | `Adriana Lima` | `AdrianaLima` |
+| Anne Hathaway | `Anne Hathaway` | `AnneHathaway` |
+| Ariana Grande | `Ariana Grande` | `ArianaGrande` |
+| Billie Eilish | `Billie_ilish` | `BillieEilish` |
+| Doja Cat | `Dojcat` | `DojaCat` |
+| Elydia | `unknown` | `Helydia` |
+| Eva Mendes | `unknown` | `EvaMendes` |
+| Ho-yeon | `ho-yeon` | `JungHoYeon` |
+| Jessica Alba | `Jessica_lba` | `JessicaAlba` |
+| Kylie Jenner | `Kylie_enner` | `KylieJenner` |
+| Lea Elui | `Léa-elui` | `LeaElui` |
+| Nicki Minaj | `NickiM` | `NickiMinaj` |
+| Sab Zada | `SZA` | `SabZada` |
+| Shakira | `Sh_akira` | `Shakira` |
+| Shay | `Vanessa Lesnicki` | `Shay` |
+| Tokyo | `TKY` | `Tokyo` |
+| Zoe Kravitz | `Zkravit` | `ZoeKravitz` |
+
+(plus Alexandria Ocasio-Cortez, Ana De Armas, Anya Taylor-Joy, Bella Poarch, Camille Cerf, Dua Lipa, Emilia Clarke, Hannah Kleit, Inde Navarrette, Kaia Gerber)
 
 ### Retrained character
-- **Jung Ho-yeon** (`Ho-yeon`) was **retrained** on a new dataset, then re-ranked and pruned like the others.
+- **Jung Ho-yeon** (`Ho-yeon`) was **retrained** on a new dataset, then re-ranked and pruned like the others. Its trigger word is now **`JungHoYeon`**.
+
+> Note: `Autumn Falls` and `Hailey Rose` have no matching training dataset, so their trigger word remains `unknown`.
 
 ## Fully automated pipeline
 
@@ -40,39 +68,6 @@ This repository - dataset, training, and upload - was produced end-to-end by an
 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.
 
-## Contents
-
-| | | |
-|---|---|---|
-| Adria Arjona | Adriana Lima | Alexandria Ocasio-Cortez |
-| Alix Lapri | Amelia Gray | Ana De Armas |
-| Anne Hathaway | Anya Taylor-Joy | Ariana Grande |
-| Autumn Falls | Barbara Palvin | Bella Poarch |
-| Billie Eilish | Camila Cabello | Camille Cerf |
-| Camille Hurel | Cara Delevingne | Carla Poquin |
-| Cindy Kimberly | Corinna Kopf | Daniela Avanzini |
-| Demitra Kalogeras | Doja Cat | Dorozea |
-| Dua Lipa | Eiza González | Elydia |
-| Emilia Clarke | Emily Ratajkowski | Eva Mendes |
-| Fernanda Ly | Gal Gadot | Hailey Rose |
-| Hannah Kleit | Ho-yeon | Ice Spice |
-| Imaan Hammam | Inde Navarrette | Irina Shayk |
-| Jessica Alba | Kaia Gerber | Kelsey Merritt |
-| Kendall Jenner | Kylie Jenner | Lara Rajagopalan |
-| Lauren Mayberry | Lea Elui | Leah Halton |
-| Lena Gercke | Lena Mahfouf | Léa Meniel |
-| Madalina Ghenea | Madison Beer | Malu Trevejo |
-| Manon Bannerman | Margot Robbie | Megan Fox |
-| Megan Skiendiel | Monica Bellucci | Natalie Portman |
-| Nicki Minaj | Nikita Bellucci | Olivia Cooke |
-| Pokimane | Rihanna | Rima Hassan |
-| Rosalia | Sab Zada | Scarlett Johansson |
-| Shakira | Shay | Sofia Jamora |
-| Sofia Richie Grainge | Sommer Ray | Sophia Laforteza |
-| Sydney Sweeney | Tinashe | Tokyo |
-| Tyla | Valkyrae | Wejdene |
-| Yoonchae Jeong | Zendaya | Zoe Kravitz |
-
 ## Pruned comparison
 
 One example image per character, generated with the pruned LoRA. Click a character to expand.