Massive language fashions (LLMs) have superior quickly in recent times. As new generations of fashions are developed, researchers and engineers want to remain knowledgeable on the most recent progress.
This text summarizes among the most necessary LLM papers printed throughout the First Week of July 2024. The papers cowl varied subjects shaping the following era of language fashions, from mannequin optimization and scaling to reasoning, benchmarking, and enhancing efficiency.
Maintaining with novel LLM analysis throughout these domains will assist information continued progress towards fashions which can be extra succesful, sturdy, and aligned with human values.
- LLM Progress & Benchmarking
- LLM Coaching, Analysis & Inference
- LLM Nice-Tuning
- LLM Quantization & Alignment
- LLM Reasoning
- LLM Security & Alignment
Most insights I share in Medium have beforehand been shared in my weekly publication, To Knowledge & Past.
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