Search Results for author: Fabian Gloeckle

Found 3 papers, 1 papers with code

Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data

no code implementations • 5 Dec 2023 • Yu Yang, Aaditya K. Singh, Mostafa Elhoushi, Anas Mahmoud, Kushal Tirumala, Fabian Gloeckle, Baptiste Rozière, Carole-Jean Wu, Ari S. Morcos, Newsha Ardalani

Armed with this knowledge, we devise novel pruning metrics that operate in embedding space to identify and remove low-quality entries in the Stack dataset.

Code Generation

Paper
Add Code

Large Language Models for Compiler Optimization

no code implementations • 11 Sep 2023 • Chris Cummins, Volker Seeker, Dejan Grubisic, Mostafa Elhoushi, Youwei Liang, Baptiste Roziere, Jonas Gehring, Fabian Gloeckle, Kim Hazelwood, Gabriel Synnaeve, Hugh Leather

We explore the novel application of Large Language Models to code optimization.

Auxiliary Learning Compiler Optimization

Paper
Add Code

Code Llama: Open Foundation Models for Code

2 code implementations • 24 Aug 2023 • Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Sten Sootla, Itai Gat, Xiaoqing Ellen Tan, Yossi Adi, Jingyu Liu, Romain Sauvestre, Tal Remez, Jérémy Rapin, Artyom Kozhevnikov, Ivan Evtimov, Joanna Bitton, Manish Bhatt, Cristian Canton Ferrer, Aaron Grattafiori, Wenhan Xiong, Alexandre Défossez, Jade Copet, Faisal Azhar, Hugo Touvron, Louis Martin, Nicolas Usunier, Thomas Scialom, Gabriel Synnaeve

We release Code Llama, a family of large language models for code based on Llama 2 providing state-of-the-art performance among open models, infilling capabilities, support for large input contexts, and zero-shot instruction following ability for programming tasks.

Ranked #27 on Code Generation on MBPP

16k Code Generation +1

15,009

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.