docs: org about + registry + brand icon

README.md

@@ -15,7 +15,7 @@ See what's real.
 | Hub id | Wire | Backbone / stack | Artifact |
 |--------|------|------------------|----------|
 | [`vermeer-image-v14_2`](https://huggingface.co/DotCheck/vermeer-image-v14_2) | `inhouse@14` | Pair stack: max-side 256 + native 224 | `siglip2_base_patch16_224_linear_head_v14_2.npz` |
-| [`valla-text-v12_2`](https://huggingface.co/DotCheck/valla-text-v12_2) | `inhouse-text@12` (+ lang heads) | TMR + Fakespot + logistic heads | `text_stack_head_v12.npz` + lang |
+| [`valla-text-v14_3`](https://huggingface.co/DotCheck/valla-text-v14_3) | `inhouse-text@14` (+ lang heads) | Valla 14.3 (TMR + e5-small + BERT-tiny) + MacBERT zh | `text_stack_head_v14_3_en.npz` + lang |
 | [`muybridge-video-v4_4`](https://huggingface.co/DotCheck/muybridge-video-v4_4) | `inhouse-video@4` | Pair stack + stamp-cap max | `siglip2_base_patch16_224_linear_head_v4_4.npz` |
 | [`helmholtz-audio-v3_1`](https://huggingface.co/DotCheck/helmholtz-audio-v3_1) | `inhouse-audio@3` | Dasheng-Base + logistic head | `dasheng_base_linear_head_audio_h3e.npz` |
 

REGISTRY.md

@@ -7,7 +7,7 @@ SSOT: repo-root `Data.json` → `models` + `hub` + `engines`. Generated by Sync.
 | Slot | Wire | Hub repo | Artifact |
 | --- | --- | --- | --- |
 | image | `inhouse@14` | [vermeer-image-v14_2](https://huggingface.co/DotCheck/vermeer-image-v14_2) | `siglip2_base_patch16_224_linear_head_v14_2.npz` |
-| text | `inhouse-text@12` | [valla-text-v12_2](https://huggingface.co/DotCheck/valla-text-v12_2) | `text_stack_head_v12.npz` |
+| text | `inhouse-text@14` | [valla-text-v14_3](https://huggingface.co/DotCheck/valla-text-v14_3) | `text_stack_head_v14_3_en.npz` |
 | video | `inhouse-video@4` | [muybridge-video-v4_4](https://huggingface.co/DotCheck/muybridge-video-v4_4) | `siglip2_base_patch16_224_linear_head_v4_4.npz` |
 | audio | `inhouse-audio@3` | [helmholtz-audio-v3_1](https://huggingface.co/DotCheck/helmholtz-audio-v3_1) | `dasheng_base_linear_head_audio_h3e.npz` |
 
@@ -18,8 +18,10 @@ Org: [DotCheck](https://huggingface.co/DotCheck) · Collection: [DotCheck Engine
 | HF id | Role | License | Used by |
 | --- | --- | --- | --- |
 | `google/siglip2-base-patch16-224` | image_video | Apache-2.0 | Vermeer + Muybridge |
-| `Oxidane/tmr-ai-text-detector` | text | MIT | Valla |
-| `fakespot-ai/roberta-base-ai-text-detection-v1` | text | Apache-2.0 | Valla |
+| `Oxidane/tmr-ai-text-detector` | text | MIT | Valla (Rask) |
+| `intfloat/e5-small` | text | MIT | Valla (Comenius) |
+| `prajjwal1/bert-tiny` | text | MIT | Valla (tinies) |
+| `fakespot-ai/roberta-base-ai-text-detection-v1` | text | Apache-2.0 | Valla rollback @12 |
 | `mispeech/dasheng-base` | audio | Apache-2.0 | Helmholtz |
 | `hfl/chinese-macbert-base` | text | Apache-2.0 | Valla (zh cls_emb) |