Exploring Long Context Language Models - MLOps Reading Group August 2024
Offered By: MLOps.community via YouTube
Course Description
Overview
Syllabus
[] LCLMs are language models with a larger context
[] Loft benchmark to evaluate LCLM performance
[] Evaluation of multimodal data for SQL task
[] Efficiency in computational analysis and semantic search
[] Papers discuss the potential shift to in-context learning
[] Understanding and utilizing multi-hop in LLM applications
[] Chain of thought improves model reasoning and performance
[] Limited improvement; fancy analysis, but room for growth
[] Query improvement leads to better performance accuracy
[] Pause, listen, share, question, gather insights, react
[] Importance of considering evaluation techniques in research
[] Different conclusions have varying levels of defensibility
[] Explore LLMs for product-market fit and optimization
[] Celebrating pioneers and acknowledging those still learning
[] Link to Slack channel for questions and suggestions
[] Wrap up
Taught by
MLOps.community
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