Sloth: scaling laws for LLM skills to predict multi-benchmark performance across families

9 December 2024

Papers citing "Sloth: scaling laws for LLM skills to predict multi-benchmark performance across families"

4 / 4 papers shown

Title
Pretraining Language Models for Diachronic Linguistic Change Discovery Elisabeth Fittschen Sabrina Li Tom Lippincott Leshem Choshen Craig Messner 23 0 0 07 Apr 2025
Compute Optimal Scaling of Skills: Knowledge vs Reasoning Nicholas Roberts Niladri S. Chatterji Sharan Narang Mike Lewis Dieuwke Hupkes 46 2 0 13 Mar 2025
DOVE: A Large-Scale Multi-Dimensional Predictions Dataset Towards Meaningful LLM Evaluation Eliya Habba Ofir Arviv Itay Itzhak Yotam Perlitz Elron Bandel Leshem Choshen Michal Shmueli-Scheuer Gabriel Stanovsky 61 1 0 03 Mar 2025
Forecasting Frontier Language Model Agent Capabilities Govind Pimpale Axel Højmark Jérémy Scheurer Marius Hobbhahn LLMAG ELM 41 1 0 21 Feb 2025