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Lecture
Scaling Language Models
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Related lectures (16)
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Fixing Serverless Computing with Open-Source Hardware
Explores challenges and solutions in serverless computing, focusing on energy usage, cloud utilization, FaaS architecture, and performance analysis.
Vision-Language-Action Models: Training and Applications
Delves into training and applications of Vision-Language-Action models, emphasizing large language models' role in robotic control and the transfer of web knowledge. Results from experiments and future research directions are highlighted.
Revolutionary Flynova
Introduces the new Flynova, challenging the idea that iconic models are outdated.
Stereotype Threat: Effects and Mitigation
Delves into how negative stereotypes can impact performance and the strategies proposed to mitigate these effects.
Understanding Stereotype Threat
Delves into stereotype threat and its impact on performance due to fear of confirming stereotypes.
Fast Data Formats
Compares fast data formats and provides tips for efficient data processing.
Modern NLP: From GPT to ChatGPT
Explores the evolution of modern NLP from GPT-2 to GPT-3, emphasizing in-context learning and the development of ChatGPT.
Computing: Computer Components
Covers the basics of computing, human computers, Von Neumann architecture, and memory units.
Pretraining: Transformers & Models
Explores pretraining models like BERT, T5, and GPT, discussing their training objectives and applications in natural language processing.
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