Search Results for author: Alexis Chevalier

Found 3 papers, 3 papers with code

Language Models as Science Tutors

1 code implementation • 16 Feb 2024 • Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, Sebastian Mizera, Toni Annala, Max Jameson Aragon, Arturo Rodríguez Fanlo, Simon Frieder, Simon Machado, Akshara Prabhakar, Ellie Thieu, Jiachen T. Wang, ZiRui Wang, Xindi Wu, Mengzhou Xia, Wenhan Jia, Jiatong Yu, Jun-Jie Zhu, Zhiyong Jason Ren, Sanjeev Arora, Danqi Chen

We use TutorChat to fine-tune Llemma models with 7B and 34B parameters.

GSM8K Math +1

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Adapting Language Models to Compress Contexts

1 code implementation • 24 May 2023 • Alexis Chevalier, Alexander Wettig, Anirudh Ajith, Danqi Chen

Transformer-based language models (LMs) are powerful and widely-applicable tools, but their usefulness is constrained by a finite context window and the expensive computational cost of processing long text documents.

In-Context Learning Language Modelling +3

228

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Mathematical Capabilities of ChatGPT

2 code implementations • NeurIPS 2023 • Simon Frieder, Luca Pinchetti, Alexis Chevalier, Ryan-Rhys Griffiths, Tommaso Salvatori, Thomas Lukasiewicz, Philipp Christian Petersen, Julius Berner

We investigate the mathematical capabilities of two iterations of ChatGPT (released 9-January-2023 and 30-January-2023) and of GPT-4 by testing them on publicly available datasets, as well as hand-crafted ones, using a novel methodology.

Elementary Mathematics Math +2

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