AWS Machine Learning Blog

JULY 9, 2024

Sonnet currently ranks at the top of S&P AI Benchmarks by Kensho , which assesses large language models (LLMs) for finance and business. Although these evaluations are useful in giving LLM users a sense of an LLM’s relative performance, they have limitations. Anthropic Claude 3.5

Generative AI 122

Generative AI LLM Machine Learning AI 122

O'Reilly Media

DECEMBER 12, 2023

Another group of cases involving text (typically novels and novelists) argue that using copyrighted texts as part of the training data for a Large Language Model (LLM) is itself copyright infringement, 1 even if the model never reproduces those texts as part of its output. The RAG pattern has other advantages.

AI 132

AI AI LLM Black Box AI 132

Mlearning.ai

SEPTEMBER 5, 2023

Hallucination in the context of language models refers to the generation of text or responses that seem syntactically sound, fluent, and natural but are factually incorrect, nonsensical, or unfaithful to the provided source input. Why do LLMs Hallucinate? How can we Reduce LLM Hallucinations?

Large Language Models 52

Large Language Models LLM Machine Learning Knowledge Model 52