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@@ -19,7 +19,7 @@ pipeline_tag: text-classification
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  # tachyone-multi (System One decision engine)
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- > **Status: released (`v0.7.0`), revision 2026-10-02 (B-13 English / B-5b multilingual).** Trained on a
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  > single RTX 3060 12GB (B-5b and B-13 on NVIDIA L4 23GB) and published as LoRA adapters
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  > ([`munod/tachyone-en`](https://huggingface.co/munod/tachyone-en),
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  > [`munod/tachyone-multi`](https://huggingface.co/munod/tachyone-multi)); measured numbers below come
 
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  # tachyone-multi (System One decision engine)
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+ > **Status: released (`v0.8.0`), revision 2026-10-02 — English [`1c88ebef`](https://huggingface.co/munod/tachyone-en/commit/1c88ebef8f15f68e8a6583c564d636221f22c29f) (B-13 mixture + P3 evidence confidence), multilingual [`3693def1`](https://huggingface.co/munod/tachyone-multi/commit/3693def1bd04d8208216f05459c5b83388ff9fd6) (card).** Trained on a
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  > single RTX 3060 12GB (B-5b and B-13 on NVIDIA L4 23GB) and published as LoRA adapters
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  > ([`munod/tachyone-en`](https://huggingface.co/munod/tachyone-en),
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  > [`munod/tachyone-multi`](https://huggingface.co/munod/tachyone-multi)); measured numbers below come