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BigCode is an open scientific collaboration working on the responsible development and use of large language models for code

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Home - Large Language Models: Methods and Applications / Fall 2025

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Large language models (LLMs) are increasingly used both to make decisions in domains such as health, education and law, and to simulate human behavior. Yet how closely LLMs mirror actual human decision-making remains… · models, human, social, user, political

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An in-depth exploration of effective prompting methods for large language models, including Chain-of-Thought, Few-Shot, and Tree of Thought techniques, and a comparison of the current models of ChatGPT and Claude. Read… · models, prompting, large, language, thought

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Abstract Large Language Models (LLMs) are reshaping software development by helping with everything from auto-completion to full-scale code generation. While these tools significantly boost productivity, they also… · these, docker, code, web, relevant

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1University of California, San Diego, 2Nanyang Technological University Large Language Model (LLM) Agents are an emerging computing paradigm that blends generative machine learning with tools such as code interpreters… · agent, prompt, adversarial, such, attacks

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Updates and tips about using Large Language Models (LLM) for programming and development

The open source engine for fine-tuning large language models.

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Abstract Large Language Models (LLMs) are reshaping software development by helping with everything from auto-completion to full-scale code generation. While these tools significantly boost productivity, they also… · these, docker, code, web, relevant

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Large Language Models Methods and Applications (11-667) is a graduate-level course that aims to provide a holistic view of the current state of large language models. The first half of this course starts with the basic… · language, models, large, course, students

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