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Recent AI Reading [11 August 2024]

Authors: 
Manas Talukdar  
|| Published: 2024-08-11T00:56:00 || Updated: 2024-08-11T00:56:00 || 1 min read
Categories: 
Technology  
|| Tags: 
Artificial Intelligence  
Data Generation  
Generative AI  
Large Language Models  
Machine Learning  
Model Training  
Papers I Read Recently Series  
Reading  
Synthetic Data  
Synthetic Data Generation  
 || Post-format:  link

Recent AI Reading [11 August 2024]

Papers

  • Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
  • Apple Intelligence Foundation Language Models
  • On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
  • From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future
    • OpenRead
  • Best Practices and Lessons Learned on Synthetic Data for Language Models

Articles and Blog Posts

  • AI models collapse when trained on recursively generated data
  • Steel, Servers and Power: What it Takes to Win the Next Phase of AI

Miscellaneous

  • Large Language Model Course
  • CheckMate: A Prototype Adaptable Platform for Interactive Comparative Evaluation of LLMs
Previous Post
Recent AI Reading [07 September 2024]
Sep 07, 2024
Best Practices and Lessons Learned on Synthetic Data


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