OLYMPUS: The Agora — Community companion for OpenAI Parameter Golf. Live leaderboard, compliance engine, technique map, funding transparency, compute guide.

Real-time training dashboard for OpenAI Parameter Golf challenge. Single-file, zero-config.

Static compliance checker for OpenAI Parameter Golf submissions. Detects illegal TTT, SLOT on val data, n-gram violations, causality issues. No GPU needed.

Parameter Golf v3: ~1.151 BPB in 16MB — Int6 QAT, BigramHash, SmearGate, SWA, zstd-22

OpenAI Parameter Golf — SOTA 0.3958 BPB (3-seed mean). Beat prior best (0.4416) by 0.0458. Causal BackoffNgramMixer. PR #1094.

Exploratory compact LM research branch derived from LUMI-Arch, focused on structure-sensitive generalization under tight model constraints.

OpenAI Parameter Golf experiments for parameter-constrained language modeling, ablations, and efficient architecture tradeoffs.

A practical starter repo and working setup for the OpenAI Parameter Golf competition

Byte-level 16MB language model — the only byte-level submission in 622+ OpenAI Parameter Golf entries. Built the right size, not shrunk from the wrong one.

OpenAI Parameter Golf size checker for record folders, 16MB cap validation, and submission.json drafting

OpenAI Parameter Golf RunPod starter with 1x/8x H100 smoke scripts and record-folder scaffolding

Sparse I/O bottleneck language model using C. elegans connectome wiring + JEPA + SigREG. Parameter Golf submission: 1.79 BPB in a 2MB artifact.

OpenAI Parameter Golf sweep runner for small training ablations and footer-metric ranking