Archive - LLMs for Engineers

Low-Budget Judge for High-End Hallucination Verdicts

… boosting LLM accuracy by >5% amidst label scarcity and budget constraints.

Nov 21 •

August 2024

LLMs Know More Than What They Say

... and how that provides winning evals

Aug 15 •

June 2024

Pytest is All You Need

… for LLM evaluation when you have reference data and metrics.

Jun 12 •

January 2024

Scaling human feedback with fine-tuned open-source LLMs

Discover how Llama and Mistral can improve accuracy at scale

Jan 30 •

November 2023

Hybrid Evaluation: Scaling human feedback with custom evaluation models

...how to really get model based evals to work for you

Nov 15, 2023 •

and

October 2023

August 2023

July 2023

Evaluating LLM Agents and Applications

A lot of AI research such as HELM and BigBench has been devoted to building test suites to evaluate the accuracy of large language models.

Jul 11, 2023 •

June 2023

Evolution of LLM Agents

...and how to avert a crisis on further progress!

Jun 21, 2023 •

and

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