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8 discoveries with reviewed findings. 12 of 12 areas had a research attempt.
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Saved 2026-10-10 04:54 UTC. Later research does not rewrite this edition. Reconstructed from retained records, rather than saved on the original day.
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Sevren describes Heimr 570M as experimental, built from Mamba-3 layers plus its lab's Heimr attention layers, with 2.7B total and roughly 570M active parameters per token. Source ↗
The company says Heimr 570M was trained to a 64K context and decodes 2 to 8× faster than comparable open models on long contexts. Source ↗
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