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Model Driven Architecture® (MDA®) "provides an approach for deriving value from models and architecture in support of the full life cycle of physical, organizational and I.T. systems". A model is a (representation of) an abstraction of a system.
A large language model (LLM) is a type of machine learning model designed for natural language processing tasks such as language generation. LLMs are language models with many parameters, and are trained with self-supervised learning on a vast amount of text. The largest and most capable LLMs are generative pretrained transformers (GPTs).
The model architecture remains largely unchanged from that of LLaMA-1 models, but 40% more data was used to train the foundational models. [26] The accompanying preprint [26] also mentions a model with 34B parameters that might be released in the future upon satisfying safety targets. LLaMa 2 includes foundation models and models fine-tuned for ...
It uses the encoder-only transformer architecture. It is notable for its dramatic improvement over previous state-of-the-art models, and as an early example of a large language model . As of 2020 [update] , BERT is a ubiquitous baseline in natural language processing (NLP) experiments.
Schema of generative design as an iterative process Samba, a piece of furniture created by Guto Requena with generative design. Generative design is an iterative design process that uses software to generate outputs that fulfill a set of constraints iteratively adjusted by a designer.
Figma is a collaborative web application for interface design, with additional offline features enabled by desktop applications for macOS and Windows.The feature set of Figma focuses on user interface and user experience design, with an emphasis on real-time collaboration, [2] utilising a variety of vector graphics editor and prototyping tools.
GitHub Copilot is a code completion and automatic programming tool developed by GitHub and OpenAI that assists users of Visual Studio Code, Visual Studio, Neovim, and JetBrains integrated development environments (IDEs) by autocompleting code. [1]
Vicuna LLM is an omnibus Large Language Model used in AI research. [1] Its methodology is to enable the public at large to contrast and compare the accuracy of LLMs "in the wild" (an example of citizen science ) and to vote on their output; a question-and-answer chat format is used.