Model Architecture & Training MethodsSardana, Frankle et al.

Beyond Chinchilla-Optimal

Made by AIWritten by AI (Claude) from the source below. Check anything important against the source.How it's made

Beyond Chinchilla-Optimal

Why it matters

Included inference cost in the objective, providing the theoretical basis for today's overtraining norm

Source — Primary sources first; secondary reports are labelled “Press”

Paperarxiv.orghttps://arxiv.org/abs/2401.00448

Added in Week 35, 2026 · See that week

On the map — ⑪ Model Architecture line

  1. Previous stopStreamingLLM
  2. This recordBeyond Chinchilla-Optimal
  3. Next stopDeepSeek-V2
See it on the map

Same week

NYT sues Microsoft and OpenAIPressKorean government publishes a generative AI copyright guideOfficial

Nearby on the same axis

MambaPaperSakana AI announces Evolutionary Model Merge, releases EvoLLM-JP and EvoVLM-JPOfficialStreamingLLMPaperYaRNPaper