Chris Mauck, Author at Towards Data Science https://towardsdatascience.com Publish AI, ML & data-science insights to a global community of data professionals. Sun, 19 Jan 2025 02:07:22 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.1 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Chris Mauck, Author at Towards Data Science https://towardsdatascience.com 32 32 Beware of Unreliable Data in Model Evaluation: A LLM Prompt Selection case study with Flan-T5 https://towardsdatascience.com/beware-of-unreliable-data-in-model-evaluation-a-llm-prompt-selection-case-study-with-flan-t5-88cfd469d058/ Fri, 16 Jun 2023 18:39:53 +0000 https://towardsdatascience.com/beware-of-unreliable-data-in-model-evaluation-a-llm-prompt-selection-case-study-with-flan-t5-88cfd469d058/ You may choose suboptimal prompts for your LLM (or make other suboptimal choices via model evaluation) unless you clean your test data

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]]> Effectively Annotate Text Data for Transformers via Active Learning + Re-labeling https://towardsdatascience.com/effectively-annotate-text-data-for-transformers-via-active-learning-re-labeling-25fe036d79f/ Thu, 27 Apr 2023 07:36:12 +0000 https://towardsdatascience.com/effectively-annotate-text-data-for-transformers-via-active-learning-re-labeling-25fe036d79f/ Boost Transformer model performance with Active Learning assisted data labeling

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