Search Results for author: Andres Codas

Found 5 papers, 1 papers with code

AgentInstruct: Toward Generative Teaching with Agentic Flows

no code implementations3 Jul 2024 Arindam Mitra, Luciano del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andres Codas, Yadong Lu, Wei-Ge Chen, Olga Vrousgos, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, Ahmed Awadallah

We focus on using synthetic data for post-training, specifically creating data by powerful models to teach a new skill or behavior to another model, we refer to this setting as Generative Teaching.

GSM8K MMLU +1

Fault-Aware Neural Code Rankers

1 code implementation4 Jun 2022 Jeevana Priya Inala, Chenglong Wang, Mei Yang, Andres Codas, Mark Encarnación, Shuvendu K Lahiri, Madanlal Musuvathi, Jianfeng Gao

Large language models (LLMs) have demonstrated an impressive ability to generate code for various programming tasks.

Code Generation HumanEval

Accelerating Physics-Based Simulations Using Neural Network Proxies: An Application in Oil Reservoir Modeling

no code implementations23 May 2019 Jiri Navratil, Alan King, Jesus Rios, Georgios Kollias, Ruben Torrado, Andres Codas

We develop a proxy model based on deep learning methods to accelerate the simulations of oil reservoirs--by three orders of magnitude--compared to industry-strength physics-based PDE solvers.

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