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11 de may. de 2024 · The capacity of large language models (LLMs) to produce adequate text in various application domains has caused a revolution in natural language creation. These models are essentially two types: 1) Most model weights and data sources are open source. 2) All model-related information is publicly available, including training data, data sampling ratios, training logs, intermediate checkpoints ...
28 de may. de 2024 · Retrieval-augmented generation (RAG) stands at the forefront of revolutionizing natural language processing, seamlessly integrating retrieval and generation for enhanced language models. Its applications span from in-context conversational agents to dynamic code generation and summarization tasks, showcasing adaptability across diverse domains.
Hace 4 días · With the advancement of large language models (LLMs), there has been significant progress in automating mathematical problem-solving. This involves the development of models that can interpret, solve, and explain complex mathematical problems, making these technologies increasingly relevant in educational and practical applications.
10 de may. de 2024 · It reveals that 12.5% of the training data comes from Common Crawl, akin to GPT-n models, and another 12.5% is sourced from Wikipedia. It turns out, however, that ChatGPT boasts more model parameters than Gemini, with 175 billion compared to 137 billion. These parameters are basically adjustable elements that help the AI model adapt to the data ...
30 de may. de 2024 · Using Google's Language Model for Dialogue Applications (LaMDA) and its open-source "Transformer" machine-learning model, Gemini "reads" trillions of words from every publicly available source ...
17 de may. de 2024 · Large language models (LLMs), including GPT-4, LLaMA, and PaLM are pushing the boundaries of artificial intelligence. The inference latency of LLMs plays an important role because of LLMs integration in various applications, ensuring a positive user experience and high service quality. However, the LLM service operates within an AR paradigm, generating one token at a time because the attention ...
29 de may. de 2024 · These models represent the forefront of language model technology in 2024, each offering unique strengths tailored to different applications and industry needs. Here are the top 10 large language ...
