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.
Research Areas
Baptiste's Work
Baptiste's Publications
June 27, 2024
SYSTEMS RESEARCH
Meta Large Language Model Compiler: Foundation Models of Compiler Optimization
Hugh Leather, Baptiste Rozière, Chris Cummins, Dejan Grubisic, Gabriel Synnaeve, Jonas Gehring, Volker Seeker
June 27, 2024
August 24, 2023
NLP
CORE MACHINE LEARNING
Code Llama: Open Foundation Models for Code
Faisal Azhar, Aaron Grattafiori, Alexandre Defossez, Artyom Kozhevnikov, Baptiste Rozière, Cristian Canton Ferrer, Ellen Tan, Fabian Gloeckle, Gabriel Synnaeve, Hugo Touvron, Itai Gat, Ivan Evtimov, Jade Copet, Jingyu Liu, Joanna Bitton, Jonas Gehring, Jérémy Rapin, Louis Martin, Manish Bhatt, Nicolas Usunier, Sten Sootla, Tal Remez, Thomas Scialom, Wenhan Xiong, Yossef (Yossi) Adi
August 24, 2023
July 06, 2023
HUMAN & MACHINE INTELLIGENCE
REINFORCEMENT LEARNING
Augmented Language Models: a Survey
Gregoire Mialon, Asli Celikyilmaz, Baptiste Rozière, Christoforos Nalmpantis, Edouard Grave, Jane Yu, Maria Lomeli, Ram Pasunuru, Roberta Raileanu, Roberto Dessì, Thomas Scialom, Timo Schick, Yann LeCun
July 06, 2023
February 25, 2023
NLP
CORE MACHINE LEARNING
CODE TRANSLATION WITH COMPILER REPRESENTATIONS
Marc Szafraniec, Baptiste Rozière, François Charton, Gabriel Synnaeve, Hugh Leather, Patrick Labatut
February 25, 2023
February 24, 2023
NLP
LLaMA: Open and Efficient Foundation Language Models
Edouard Grave, Faisal Azhar, Armand Joulin, Aurelien Rodriguez, Baptiste Rozière, Eric Hambro, Gautier Izacard, Guillaume Lample, Hugo Touvron, Marie-Anne Lachaux, Naman Goyal, Thibaut Lavril, Timothee Lacroix, Xavier Martinet
February 24, 2023
November 08, 2021
NLP
CORE MACHINE LEARNING
DOBF: A Deobfuscation Pre-Training Objective for Programming Languages
Baptiste Rozière, Guillaume Lample, Marc Szafraniec, Marie-Anne Lachaux
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, Guillaume Lample, Lowik Chanussot, Marie-Anne Lachaux
October 19, 2020
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