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Everything on the platform tagged with efficiency.

The Toyota Crown is a bold reinvention of Japan's most storied nameplate - a fastback crossover-sedan that blends sedan elegance with SUV practicality, hybrid efficiency up to 42 MPG, and available 340 hp performance. Returning to the US after a 51-year absence, the 16th-generation Crown starts at $41,440 and challenges European luxury sedans with Toyota reliability and genuine design daring.

Tim Dettmers is an Assistant Professor at Carnegie Mellon University and Research Scientist at the Allen Institute for AI (AI2), best known for making large language models accessible on consumer hardware. He created the bitsandbytes library (2.2M monthly installs), co-authored QLoRA - a technique enabling fine-tuning of 65B-parameter models on a single GPU - and pioneered LLM.int8() quantization. With over 18,000 citations across his work, Dettmers has become one of the most influential voices in efficient deep learning, consistently arguing that computational democratization - not AGI hype - is where the real progress lives.