# Together AI — How to evaluate and benchmark Large Language Models (LLMs)

- Company: Together AI (together.ai)
- Announced: 2025-11-04T00:00:00+00:00
- Subject: Inference platform
- Source: https://www.together.ai/blog/evaluate-and-benchmark-llms
- Record: https://forck.live/items/2402-how-to-evaluate-and-benchmark-large-language-models-llms

This is a blog post explaining how to evaluate and benchmark large language models, covering principles, datasets, and best practices. It does not announce a new product, model, or feature.

## Evidence

Verbatim from https://www.together.ai/blog/evaluate-and-benchmark-llms:

> Learn how to evaluate and benchmark large language models using datasets like MMLU, GSM8K, and HumanEval. Going further, we’ll also explore methods and best practices for reliable, real-world LLM performance testing.

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Record: https://forck.live/items/2402-how-to-evaluate-and-benchmark-large-language-models-llms
Catalogue: https://forck.live/llms.txt
Feed: https://forck.live/feed.md