# \#llm

**URL:** https://ask.cyberinfrastructure.org/tag/llm/352.md

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## [What are the best practices to use AI/LLM tools to analyze free responses in very large surveys?](https://ask.cyberinfrastructure.org/t/what-are-the-best-practices-to-use-ai-llm-tools-to-analyze-free-responses-in-very-large-surveys/4260)

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**Author:** [@ktrn](https://ask.cyberinfrastructure.org/u/ktrn)\
**Replies:** 1\
**Last updated:** [June 28, 2025, 2:48pm UTC](https://ask.cyberinfrastructure.org/t/what-are-the-best-practices-to-use-ai-llm-tools-to-analyze-free-responses-in-very-large-surveys/4260 "2025-06-28T14:48:05Z")

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I’m looking for guidance on using AI/LLM tools and (API and standalone) libraries to analyze free-form responses from large surveys (10,000 or even 100,000 entries). Specifically, I would like to learn: Which API-base…

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## [Introducing AnvilGPT](https://ask.cyberinfrastructure.org/t/introducing-anvilgpt/4043)

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**Author:** [@ewa](https://ask.cyberinfrastructure.org/u/ewa)\
**Replies:** 0\
**Last updated:** [September 10, 2024, 8:16pm UTC](https://ask.cyberinfrastructure.org/t/introducing-anvilgpt/4043 "2024-09-10T20:16:07Z")

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Purdue University’s Anvil supercomputer now offers a powerful new feature in its artificial intelligence software services—AnvilGPT. AnvilGPT is a large language model (LLM) service that makes open-source LLM models like…