The Larger the Better? Improved LLM Code-Generation via Budget
Reallocation

The Larger the Better? Improved LLM Code-Generation via Budget Reallocation

31 March 2024

Yossi Adi

Papers citing "The Larger the Better? Improved LLM Code-Generation via Budget Reallocation"

11 / 11 papers shown

Title
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks Yusen Wu Junwu Xiong Xiaotie Deng LLMAG 36 0 0 04 Apr 2025
Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale Fan Zhou Zengzhi Wang Qian Liu Junlong Li Pengfei Liu ALM 95 14 0 17 Feb 2025
Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning Parisa Fard Moshiri Murat Arda Onsu Poonam Lohan Burak Kantarci Emil Janulewicz 36 0 0 16 Feb 2025
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Bradley Brown Jordan Juravsky Ryan Ehrlich Ronald Clark Quoc V. Le Christopher Ré Azalia Mirhoseini ALM LRM 76 207 0 03 Jan 2025
CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark Zachary S. Siegel Sayash Kapoor Nitya Nagdir Benedikt Stroebl Arvind Narayanan 27 8 0 17 Sep 2024
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models Kangfu Mei Zhengzhong Tu M. Delbracio Hossein Talebi Vishal M. Patel P. Milanfar DiffM 50 12 0 01 Apr 2024
When Do We Not Need Larger Vision Models? Baifeng Shi Ziyang Wu Maolin Mao Xin Wang Trevor Darrell VLM LRM 44 23 0 19 Mar 2024
Language models scale reliably with over-training and on downstream tasks S. Gadre Georgios Smyrnis Vaishaal Shankar Suchin Gururangan Mitchell Wortsman ... Y. Carmon Achal Dave Reinhard Heckel Niklas Muennighoff Ludwig Schmidt ALM ELM LRM 97 40 0 13 Mar 2024
StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback Shihan Dou Yan Liu Haoxiang Jia Limao Xiong Enyu Zhou ... Tao Ji Rui Zheng Qi Zhang Xuanjing Huang Tao Gui LLMAG 54 28 0 02 Feb 2024
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 194 614 0 20 May 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 4,424 0 23 Jan 2020