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Ryan Tabrizi

2 accepted papers

2024

An LLM Compiler for Parallel Function Calling

ICML 2024poster

The reasoning capabilities of the recent LLMs enable them to execute external function calls to overcome their inherent limitations, such as knowledge cutoffs, poor arithmetic skills, or lack of access to private data. This development has allowed LLMs to select and coordinate multiple functions bas…

2024

TinyAgent: Function Calling at the Edge

EMNLP 2024system demonstrations

Recent large language models (LLMs) have enabled the development of advanced agentic systems that can integrate various tools and APIs to fulfill user queries through function calling. However, the deployment of these LLMs on the edge has not been explored since they typically require cloud-based in…