While we normally think about quantization in terms of trading precision in exchange for a smaller model, there are other ...

When it comes to confidence assessments from LLMs, scoring predictions is essential. The most important thing is not the ...

By implementing strategies such as fine-tuning smaller models and real-time AI cost monitoring, financial institutions can ...

LLMs are neural network systems that learn ... In a third paper, the team introduced "coupled quantization," a method for compressing this memory without losing the quality of the model's responses.

Perhaps no profession has stricter ethical standards than medicine, and ethics is considered essential in the education of ...

Pruna AI, a European startup that has been working on compression algorithms for AI models, is making its optimization ...

Retrieval-augmented generation, or RAG, integrates external data sources to reduce hallucinations and improve the response accuracy of large language models. Retrieval-augmented generation (RAG ...

LLMs play an increasingly large role in research, but rather than being a transparent window into the world, they can present and summarize content with a different tone and emphasis than the ...