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Two days tuning a single Tesla P40: 35B MoE, full 262k context, ~60 t/s short and ~30 t/s at 100k deep. No sub-Q4 quants.

Reddit r/LocalLLaMA ↗ · 2026-10-28

A hobbyist details two days of tuning a single Tesla P40 24GB (PCIe x1) to run the 35B-A3B Ornith 1.5 MoE model at full 262k context, achieving ~60 t/s short-prompt and ~30 t/s at 100k depth without dropping below Q4 weights or q8 KV, via ECC disabling, int8 dp4a attention, and a trained MTP draft head check.

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