Baptiste Roziere

RESEARCH ASSISTANT | PARIS, FRANCE

Baptiste is a research scientist at Meta AI in Paris working in the code generation team. He works on large language models, with a special interest in applications to code. Baptiste contributed to Llama and started Code Llama. Before that, he worked on model pre-training and machine translation for programming languages.

Baptiste's Work

Baptiste's Publications

June 27, 2024

SYSTEMS RESEARCH

Meta Large Language Model Compiler: Foundation Models of Compiler Optimization

Chris Cummins, Volker Seeker, Dejan Grubisic, Baptiste Rozière, Jonas Gehring, Gabriel Synnaeve, Hugh Leather

June 27, 2024

August 24, 2023

NLP

CORE MACHINE LEARNING

Code Llama: Open Foundation Models for Code

Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Sten Sootla, Itai Gat, Ellen Tan, Yossef (Yossi) Adi, Jingyu Liu, Tal Remez, Jérémy Rapin, Artyom Kozhevnikov, Ivan Evtimov, Joanna Bitton, Manish Bhatt, Cristian Canton Ferrer, Aaron Grattafiori, Wenhan Xiong, Alexandre Defossez, Jade Copet, Faisal Azhar, Hugo Touvron, Gabriel Synnaeve, Louis Martin, Nicolas Usunier, Thomas Scialom

August 24, 2023

July 06, 2023

HUMAN & MACHINE INTELLIGENCE

REINFORCEMENT LEARNING

Augmented Language Models: a Survey

Gregoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ram Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom

July 06, 2023

February 25, 2023

NLP

CORE MACHINE LEARNING

CODE TRANSLATION WITH COMPILER REPRESENTATIONS

Marc Szafraniec, Baptiste Rozière, Hugh Leather, François Charton, Patrick Labatut, Gabriel Synnaeve

February 25, 2023

February 24, 2023

NLP

LLaMA: Open and Efficient Foundation Language Models

Faisal Azhar, Hugo Touvron, Armand Joulin, Aurelien Rodriguez, Baptiste Rozière, Eric Hambro, Gautier Izacard, Guillaume Lample, Marie-Anne Lachaux, Naman Goyal, Thibaut Lavril, Timothee Lacroix, Xavier Martinet, Edouard Grave

February 24, 2023

November 08, 2021

NLP

CORE MACHINE LEARNING

DOBF: A Deobfuscation Pre-Training Objective for Programming Languages

Baptiste Rozière, Marie-Anne Lachaux, Marc Szafraniec, Guillaume Lample

November 08, 2021

October 12, 2021

Inspirational Adversarial Image Generation

Baptiste Rozière, Camille Couprie, Jérémy Rapin, Morgane Rivière, Olivier Teytaud, Yann LeCun

October 12, 2021

January 09, 2021

RESEARCH

COMPUTER VISION

Tarsier: Evolving Noise Injection in Super-Resolution GANs

Baptiste Rozière, Camille Couprie, Olivier Teytaud, Andry Rasoanaivo, Hanhe Lin, Nathanaël Carraz Rakotonirina, Vlad Hosu

January 09, 2021

December 01, 2020

THEORY

RANKING AND RECOMMENDATIONS

Adversarial Attacks on Linear Contextual Bandits

Evrard Garcelon, Alessandro Lazaric, Baptiste Rozière, Jean Tarbouriech, Laurent Meunier, Matteo Pirotta, Olivier Teytaud

December 01, 2020

October 19, 2020

RESEARCH

SPEECH & AUDIO

Unsupervised Translation of Programming Languages

Baptiste Rozière, Marie-Anne Lachaux, Lowik Chanussot, Guillaume Lample

October 19, 2020