Streamlining Giants

The Evolution of Model Compression in the LLM Era

The advent of transformers in 2017 set off a landslide of AI milestones, starting with the spectacular achievements of large language models (LLMs) in natural language processing (NLP), and quickly catalyzing advancement in other domains such as computer vision and robotics. The unification of NLP and computer vision problems into a common architecture accelerated efforts in learning joint vision-language representation spaces, which enabled the …

advancement author compression computer computer vision dall dall-e dall-e 3 deep learning domains editors pick evolution language language models language processing large language large language models llm llms milestones natural natural language natural language processing neural networks nlp optimization processing robotics set transformers unification vision