ArXiv TLDR

Sten Sootla

3 papers · Latest:

Software Engineering

ProgramBench: Can Language Models Rebuild Programs From Scratch?

ProgramBench evaluates language models' ability to holistically rebuild software from scratch, revealing current LMs struggle with architectural decisions.

2605.03546
Artificial Intelligence

The Llama 3 Herd of Models

Llama 3 is a new family of large multilingual foundation models excelling in language, coding, reasoning, and multimodal tasks, rivaling GPT-4 in quality and offering extensive public releases.

2407.21783
Natural Language Processing

Code Llama: Open Foundation Models for Code

Code Llama is a new family of open-source large language models specialized for coding tasks, achieving state-of-the-art results on multiple benchmarks with support for long contexts and code infilling.

2308.12950

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