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34min chapter
#151 - Copilot Pro, LLama.cpp, conversational diagnostic AI, secret AI diplomacy
Last Week in AI
Advancements in AI Model Training
This chapter explores significant developments in open-source machine learning, particularly focusing on the llama.cpp library and its application of 4-bit quantization for executing large language models locally. It delves into recent research on improving model capabilities while addressing challenges like catastrophic forgetting and the implications of data integrity. Furthermore, the chapter highlights ongoing innovations, such as 'The Pile V2' dataset and approaches to enhance performance in AI predictive models, showcasing both advances and limitations in the field.
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