pith. sign in

Title resolution pending

· arXiv 2302.03550

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it
read on arXiv browse 1 citing papers

Title metadata for this work has not finished resolving. The hub is built from the citation graph; the title resolver retries DOI and OpenAlex on its next pass.

fields

cs.LG 1

years

2024 1

verdicts

UNVERDICTED 1

representative citing papers

Optimization Hyper-parameter Laws for Large Language Models

cs.LG · 2024-09-07 · unverdicted · novelty 6.0

Opt-Laws predicts LLM final training loss from LR schedules via SDE-derived convergence and escape features, with 94% Top-2 hit rate on held-out schedules and F1=0.92 for divergence detection.

citing papers explorer

Showing 1 of 1 citing paper.

  • Optimization Hyper-parameter Laws for Large Language Models cs.LG · 2024-09-07 · unverdicted · none · ref 10

    Opt-Laws predicts LLM final training loss from LR schedules via SDE-derived convergence and escape features, with 94% Top-2 hit rate on held-out schedules and F1=0.92 for divergence detection.