Unsloth responds to quant benchmark dispute: reran 128K LCB 6-12x, own quants scored worse too

danielhanchen · x · 2026-11-03

The GSQ-RCO vs Unsloth quant benchmark feud escalates. GSQ-RCO had (in a since-deleted Reddit reply) only said "try to reproduce our numbers yourself," claiming their models beat Unsloth's. Unsloth's danielhanchen now clarifies the changed 128K LCB numbers were from ONE run; they've since done 6-12 extra runs for statistical soundness, notes ISTA did just one run, and adds that on Aider Polyglot their own quants actually scored WORSE on reruns than in the first trial.

Related event: Unsloth rebuts GSQ-RCO quantization benchmarks, claims 10-20% lead in retests(2 posts)→

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