Large Language Models (LLMs)
43 videos • 1,064 views • by The TWIML AI Podcast with Sam Charrington
1
Language Understanding and LLMs with Christopher Manning - 686
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2
Building Real-World LLM Products with Fine-Tuning and More with Hamel Husain - 694
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3
Is ChatGPT Getting Worse? with James Zou - 645
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4
Multilingual LLMs and the Values Divide in AI with Sara Hooker - 651
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5
Mental Models for Advanced ChatGPT Prompting with Riley Goodside - 652
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6
Building LLM-Based Applications with Azure OpenAI with Jay Emery - 657
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7
Patterns and Middleware for LLM Applications with Kyle Roche - 659
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8
AI Trends 2024: Machine Learning & Deep Learning with Thomas Dietterich - 666
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9
AI Trends 2024: Reinforcement Learning in the Age of LLMs with Kamyar Azizzadenesheli - 670
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10
Are Emergent Behaviors in LLMs an Illusion? with Sanmi Koyejo - 671
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11
Are Emergent Behaviors in LLMs an Illusion? with Sanmi Koyejo - 671
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12
Reasoning Over Complex Documents with DocLLM with Armineh Nourbakhsh - 672
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13
Training Data Locality and Chain-of-Thought Reasoning in LLMs with Ben Prystawski - 673
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14
OLMo: Everything You Need to Train an Open Source LLM with Akshita Bhagia - 674
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15
Coercing LLMs to Do and Reveal (Almost) Anything with Jonas Geiping - 678
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16
Localizing and Editing Knowledge in LLMs with Peter Hase - 679
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17
Teaching Large Language Models to Reason with Reinforcement Learning with Alex Havrilla - 680
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18
Teaching Large Language Models to Reason with Reinforcement Learning with Alex Havrilla - 680
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19
GraphRAG: Knowledge Graphs for AI Applications with Kirk Marple - 681
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20
Chronos: Learning the Language of Time Series with Abdul Fatir Ansari - 685
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21
Energy Star Ratings for AI Models with Sasha Luccioni - 687
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22
Long Context Language Models and their Biological Applications with Eric Nguyen - 690
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23
How Microsoft Scales Testing and Safety for Generative AI with Sarah Bird - 691
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24
Language Understanding and LLMs with Christopher Manning - 686
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25
GraphRAG: Knowledge Graphs for AI Applications with Kirk Marple - 681
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26
Coercing LLMs to Do and Reveal (Almost) Anything with Jonas Geiping - 678
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27
Assessing the Risks of Open AI Models with Sayash Kapoor - 675
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28
Are Emergent Behaviors in LLMs an Illusion? with Sanmi Koyejo - 671
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29
Are Emergent Behaviors in LLMs an Illusion? with Sanmi Koyejo - 671
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30
Building and Deploying Real-World RAG Applications with Ram Sriharsha - 669
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31
Mental Models for Advanced ChatGPT Prompting with Riley Goodside - 652
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32
BloombergGPT - an LLM for Finance with David Rosenberg - 639
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33
Are LLMs Good at Causal Reasoning? with Robert Osazuwa Ness - 638
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34
The Enterprise LLM Landscape with Atul Deo - 640
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35
Ensuring LLM Safety for Production Applications with Shreya Rajpal - 647
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36
What’s Next in LLM Reasoning? with Roland Memisevic - 646
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37
Automated Design of Agentic Systems with Shengran Hu - 700
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38
Supercharging Developer Productivity with ChatGPT and Claude with Simon Willison - 701
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39
Stealing Weights of a Production LLM Like OpenAI’s ChatGPT with Nicholas Carlini - 702
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40
AI Agents for Data Analysis with Shreya Shankar - 703
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41
An Agentic Mixture of Experts for DevOps with Sunil Mallya - 708
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42
Why Your RAG System Is Broken, and How to Fix It with Jason Liu - 709
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43
Automated Reasoning to Prevent LLM Hallucination with Byron Cook - 712
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