Open Science and LLMs, with Dr. Valentina Pyatkin

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Women in AI Research (WiAIR)

WiAIR

13 episodes

5 days ago

Women in AI Research (WiAIR) is a podcast dedicated to celebrating the remarkable contributions of female AI researchers from around the globe. Our mission is to challenge the prevailing perception that AI research is predominantly male-driven. Our goal is to empower early career researchers, especially women, to pursue their passion for AI and make an impact in this rapidly growing field. You will learn from women at different career stages, stay updated on the latest research and advancements, and hear powerful stories of overcoming obstacles and breaking stereotypes.

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Open Science and LLMs, with Dr. Valentina Pyatkin

Women in AI Research (WiAIR)

1 hour 11 minutes 37 seconds

1 month ago

Open Science and LLMs, with Dr. Valentina Pyatkin

Can open-source large language models really outperform closed ones like Claude 3.5? 🤔

In this episode of the Women in AI Research podcast, Jekaterina Novikova and Malikeh Ehghaghi engage with Valentina Pyatkin, a postdoctoral researcher at the Allen Institute for AI.

We dive deep into the future of open science, LLM research, and extending model capabilities.

🔑 Topics we cover:

Why open-source LLMs sometimes beat closed models
The value of releasing datasets, recipes, and training infrastructure
The role of open science in accelerating NLP innovation
Insights from Valentina’s award-winning research journey

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