Qwen 3.8 27B scores 34 (99th percentile) on ACT run locally with vision

on_line187 · reddit · 2026-08-20

A Reddit user had Qwen 3.8 27B Instruct (Q80 GGUF, LM Studio, 2× RTX 3090 full offload, 32k context) take two official ACT practice tests — 342 questions fed as raw PDFs to test vision, with no human help and no retries.

Results: composite scores of 36 (the maximum) and 34, overall accuracy 95.3% (326/342), zero blanks. Reading was perfect on both papers (72/72); math near-perfect; English and science 33-35. A 34 is roughly the 99th percentile.

It took 177 minutes for both tests (88 min each) versus 165 minutes allowed per test for humans — slower than expected because the model read questions visually from PDFs rather than plain text.

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