Baptiste Rozière
- Unsupervised Translation of Programming Languages
2020/06/05 by Marie-Anne Lachaux, Baptiste Roziere, Lachaux, Marie-Anne +6 · 4 voices · 54 citations
Computer Science · #Software Engineering Research #Natural Language Processing Techniques #Topic Modeling
- LLaMA: Open and Efficient Foundation Language Models
2023/02/27 by Hugo Touvron, Thibaut Lavril, Touvron, Hugo +26 · 5 voices · 1821 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
- Better & Faster Large Language Models via Multi-token Prediction
2024/04/30 by Fabian Gloeckle, Badr Youbi Idrissi, Gloeckle, Fabian +8 · 6 voices · 91 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Large Language Models for Compiler Optimization
2023/09/11 by Chris Cummins, Cummins, Chris, Volker Seeker +20 · 2 voices · 16 citations
Computer Science · #Parallel Computing and Optimization Techniques #Software Engineering Research #Software Testing and Debugging Techniques #cs.AI #cs.CL #cs.LG #cs.PL
- Code Llama: Open Foundation Models for Code
2023/08/24 by Baptiste Rozière, Rozière, Baptiste, Jonas Gehring +48 · 325 citations
Computer Science · #Model-Driven Software Engineering Techniques #Advanced Database Systems and Queries #Semantic Web and Ontologies
- Augmented Language Models: a Survey
2023/02/15 by Grégoire Mialon, Roberto Dessì, Mialon, Grégoire +23 · 34 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Pixtral 12B
2024/10/09 by Agrawal, Pravesh, Szymon Antoniak, Antoniak, Szymon +72 · 29 citations
Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Transport Systems and Technology
- TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark
2024/10/01 by Kush Jain, Gabriel Synnaeve, Jain, Kush +3 · 1 voice · 20 citations
Computer Science · #Online Learning and Analytics #Software System Performance and Reliability #cs.SE
- Meta Large Language Model Compiler: Foundation Models of Compiler Optimization
2024/06/27 by Chris Cummins, Volker Seeker, Cummins, Chris +11 · 17 citations
Computer Science · #Distributed and Parallel Computing Systems #Model-Driven Software Engineering Techniques #Parallel Computing and Optimization Techniques
- Code Translation with Compiler Representations
2022/06/30 by Marc Szafraniec, Baptiste Rozière, Szafraniec, Marc +9 · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering Research
- Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
2024/03/12 by Sainbayar Sukhbaatar, Sukhbaatar, Sainbayar, Olga Golovneva +19 · 12 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
- Ministral 3
2026/01/13 by Alexander H. Liu, Kartik Khandelwal, Sandeep Subramanian +116 · 3 voices · 3 citations
#cs.CL
- Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data
2023/12/05 by Yang Yu, Yang, Yu, Aaditya K. Singh +17 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling