RD-Agent
Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automate…
Abstracts: July 29, 2024
A lack of appropriate data, decreased model performance, and other obstacles have made it difficult to expand the input language models can receive. Li Lyna Zhang introduces LongRoPE, a method capable of extending content windows…
RepoClassBench
RepoClassBench (RCB): is a repository-level code-generation benchmark. Retrieve-RepoTools-Reflect (RRR) is a framework for code generation using Language Models (LLMs) with static-analysis tools in an agent setup.
Tracing the path to self-adapting AI agents
Introducing Trace, Microsoft and Stanford University’s novel AI optimization framework, now available as a Python library. Trace adapts dynamically and optimizes a wide range of applications from language models to robot control.