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Card: add RunPod deploy section

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  1. README.md +19 -0
README.md CHANGED
@@ -71,6 +71,25 @@ q = fe.embed_text("a dog on a beach")
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  score = float(q @ v) # cosine, both unit-norm
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  ```
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  ## How it works
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  1. Kimi K3's MoonViT-V2 vision tower (frozen) encodes an image into patch tokens (1024-d).
 
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  score = float(q @ v) # cosine, both unit-norm
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  ```
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+ ## Deploy on RunPod
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+
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+ [![Deploy on RunPod](https://api.runpod.io/badge/Eximius-Labs/k3-vision)](https://www.runpod.io/console/hub/Eximius-Labs/k3-vision)
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+
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+ One-click deploy the endpoint from the
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+ [RunPod Hub](https://www.runpod.io/console/hub/Eximius-Labs/k3-vision) (serverless,
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+ scales to zero when idle). Once it is running, call it:
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+
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+ ```bash
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+ curl -s https://api.runpod.ai/v2/<ENDPOINT_ID>/runsync \
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+ -H "Authorization: Bearer $RUNPOD_API_KEY" \
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+ -H "Content-Type: application/json" \
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+ -d '{"input": {"image": "<https url | data-uri | base64>"}}'
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+ ```
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+
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+ Kimi K3 is gated, so set `HF_TOKEN` (with the K3 license accepted) on the endpoint.
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+ Returns 2048-d vectors in the fusion-embedding-2 text space; query them with text
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+ through the fusion-embedding-2 endpoint.
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+
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  ## How it works
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  1. Kimi K3's MoonViT-V2 vision tower (frozen) encodes an image into patch tokens (1024-d).