Language Models Utilities

Last updated: 19/09/2025

Goal: Collect and share guidance + code snippets for running LM-related tasks.

This repo was originally put together for my colleagues at Business AI Lab, but I’d love to hear feedback or ideas from anyone who finds it useful!

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Existing utilities

• Simple LLM call

Planned utilities

• LLM voting mechanisms
• Reranking (Reranker)
• Finetuning / retraining (probably not from scratch)

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⚠️ Reminder: A lot of example code floating around the internet uses older versions of the OpenAI Python package. Double-check the latest changes before copying anything into production.

👉 v1.0.0 Migration Guide