reproducible

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#reproducible

A trained fast-weight memory: a 3M-param transformer installs never-trained rules at inference, forward-only — where test-time training transfers nothing (single RTX 3090, fully reproducible)

Reddit r/LocalLLaMA ↗ · 2026-07-07

This paper introduces a trained fast-weight memory mechanism for a 3M-parameter transformer that installs never-trained rules at inference using forward-only test-time training, showing no transfer. The work is fully reproducible on a single RTX 3090.

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#reproducible

PostgresBench: A Reproducible Benchmark for Postgres Services

Hacker News Top ↗ · 2026-06-20 Cached

ClickHouse has released PostgresBench, a public and reproducible benchmark for comparing managed Postgres services, using the standard pgbench tool with TPC-B-like workloads at multiple scale factors.

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