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README.md
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# potion-mxbai-512d
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A static embedding model that **outperforms potion-base-32M** — the previous best static embedding model — by using a stronger teacher model and matching its architecture.
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## Highlights
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# potion-mxbai-512d
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A static embedding model that **outperforms potion-base-32M** — the previous best static embedding model — by using a stronger teacher model and matching its architecture. Trained on 1M C4 sentences.
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> **Update**: A newer version trained on 2M sentences is available: [potion-mxbai-2m-512d](https://huggingface.co/blobbybob/potion-mxbai-2m-512d) — scoring **71.28 avg** (+0.55 over this model, +2.23 STS).
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## Highlights
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