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Hace 5 días · large language model (LLM), a deep-learning algorithm that uses massive amounts of parameters and training data to understand and predict text. This generative artificial intelligence -based model can perform a variety of natural language processing tasks outside of simple text generation, including revising and translating content.
5 de may. de 2024 · The LLM uses a tokenizer to convert between regular text given as a string and an equivalent sequence of tokens, given as a list of token numbers. If you are familiar with Python and want to play with tokens, you can install the tiktoken package from OpenAI: $ pip install tiktoken. Then try this in a Python prompt:
Hace 1 día · You can mix both "public data" like Wikipedia pages and "private data" without worrying about sharing your data with a third party. Private data could include e.g. your private notes on a topic or PDFs of classified content. As long as you use a local LLM (and a local vector store), you won't have to worry about leaking data.
18 de abr. de 2024 · Learn how large language models change the way that artificial intelligence communicates. Large language models (LLMs) are a type of artificial intelligence (AI) that uses machine learning algorithms to replicate human language. It uses massive data sets to develop its ability to translate languages, predict text, and generate content.
24 de abr. de 2024 · query processing (LLM-GQP), which necessitates the melding of graph analytics techniques and LLM prompts for query pro-cessing; LLM-based graph inference and learning (LLM-GIL), focusing on learning and reasoning over graphs; Graph-LLM-based applications that employ the graph-LLM framework to address non-graph tasks, such as recommendation systems.
23 de abr. de 2024 · Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs. Davide Caffagni, Federico Cocchi, Nicholas Moratelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara. Multimodal LLMs are the natural evolution of LLMs, and enlarge their capabilities so as to work beyond the pure textual modality.
30 de abr. de 2024 · Share. 5 Min Read. Tired of chatbots that forget what you just said? Open-source LLMs (Large Language Models) are revolutionizing the way we interact with AI, offering unprecedented context awareness and extended conversational memory. But what if you could unlock a model that remembers even longer? Look no further!
