| --- |
| license: other |
| tags: |
| - dotcheck |
| --- |
| |
| # DotCheck |
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| Organization for DotCheck AI-likeness **people**. Public model repos ship Apache-2.0 open weights (`.npz` heads on frozen upstream backbones), architecture notes, and measured holdout gates. Product video assembly **Covenant** (Muybridge frames + Helmholtz audio) stays with DotCheck. Everyday scoring still runs through DotCheck. |
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| | Hub id | Wire | Backbone / stack | Artifact | |
| |--------|------|------------------|----------| |
| | [`vermeer-image-v12`](https://huggingface.co/DotCheck/vermeer-image-v12) | `inhouse@12` | Adapted SigLIP2-base + linear head | `siglip2_base_patch16_224_linear_head_v12lora.npz` | |
| | [`valla-text-v11`](https://huggingface.co/DotCheck/valla-text-v11) | `inhouse-text@11` (+ lang heads) | TMR + Fakespot + logistic heads | `text_stack_head_v11.npz` + lang | |
| | [`muybridge-video-v2`](https://huggingface.co/DotCheck/muybridge-video-v2) | `inhouse-video@2` | SigLIP2-base + video-frame head (Muybridge) | `siglip2_base_patch16_224_linear_head_video_v2.npz` | |
| | [`helmholtz-audio-v2`](https://huggingface.co/DotCheck/helmholtz-audio-v2) | `inhouse-audio@2` | Dasheng-Base + logistic head | `dasheng_base_linear_head_audio_v2.npz` | |
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| - Collection: [DotCheck Engines](https://huggingface.co/collections/DotCheck/dotcheck-engines-6a659e57f7934cb510677785) |
| - About: [`DotCheck/dotcheck`](https://huggingface.co/DotCheck/dotcheck) |
| - Full inventory: see `REGISTRY.md` in this about repo / `hub/REGISTRY.md` in source |
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| ## Runtime |
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| Serve: DotCheck CPU FastAPI. Public HTTP: Express → inference. Guests: https://dotcheck.ai/check. Programmatic: https://dotcheck.ai/api (`Authorization: Bearer dc_…`, Pro). Gates: https://dotcheck.ai/docs · https://dotcheck.ai/how |
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| Public repos include Apache-2.0 open weights. Everyday product scoring still runs through DotCheck. |
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| ## Metrics SSOT |
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| Measured holdout floats live in product `Data.json` / `MODEL-CHOICE.md` (image bal **0.9950**, EN text bal **0.986**, video bag-p90 bal **0.985**, audio bal **0.986**). Do not cite stale bake-off YAML. |
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