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Ornith 1.5 122B runs on one 32 GB card, but the 35B is within noise of it on every test…

Ornith 1.5 122B runs on one 32 GB card, but the 35B is within noise of it on every test except MMLU, and 6x faster.…

This is a dev post classified by AGK Intelligence as Other (a tool drop), kept by the Dev Radar because it carries real work, not commentary.

Ornith 1.5 122B runs on one 32 GB card, but the 35B is within noise of it on every test except MMLU, and 6x faster. TL;DR: - 122B, 3-bit file (46.1 GiB): 47.6 tok/s on one RTX 5090, with part of its experts in system RAM - 35B, Q4_K_M (20.2 GiB): fits fully on the card, 303 tok/s - first token on a 16k prompt: ~28 s vs ~2 s - GPQA Diamond, thinking on: 83.3 vs 81.8, a tie on 198 questions - MMLU is the one clear 122B win: 85.8 vs 82.2 take: on a 32 GB card, get the 35B. the 122B is worth the wait only if general knowledge matters more to you than speed. full report, with the offload sweep a

Posted by witcheer (22.8k followers) 3 days ago · 50 likes · 3.7k views · view the original post on X. Kept by the Dev Radar as Other. Tools mentioned: llm-bench-rig.

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