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The Hugging Face Hub is a platform (centralized web service) for hosting: [18] Git-based code repositories, including discussions and pull requests for projects. models, also with Git-based version control; datasets, mainly in text, images, and audio;
BigScience Large Open-science Open-access Multilingual Language Model (BLOOM) [1] [2] is a 176-billion-parameter transformer-based autoregressive large language model (LLM). The model, as well as the code base and the data used to train it, are distributed under free licences. [ 3 ]
T5 (Text-to-Text Transfer Transformer) is a series of large language models developed by Google AI introduced in 2019. [1] [2] Like the original Transformer model, [3] T5 models are encoder-decoder Transformers, where the encoder processes the input text, and the decoder generates the output text.
The use of different model parameters and different corpus sizes can greatly affect the quality of a word2vec model. Accuracy can be improved in a number of ways, including the choice of model architecture (CBOW or Skip-Gram), increasing the training data set, increasing the number of vector dimensions, and increasing the window size of words ...
Java Embedding Plugin (JEP) enables Java on Mac OS X with non-Safari browsers. This plugin is shipped with Firefox 1.5 on, and all recent versions of SeaMonkey and Camino. [1] The latest released version, 0.9.7.5, requires Mac OS X 10.4.11 or higher. [1]
In practice however, BERT's sentence embedding with the [CLS] token achieves poor performance, often worse than simply averaging non-contextual word embeddings. SBERT later achieved superior sentence embedding performance [8] by fine tuning BERT's [CLS] token embeddings through the usage of a siamese neural network architecture on the SNLI dataset.
ICEfaces is designed to work with Java EE servers, encapsulating Ajax calls. ICEfaces is based on the JavaServer Faces standard, it extends some standard components supplemented with in-built Ajax. ICEfaces is based on the JavaServer Faces standard, it extends some standard components supplemented with in-built Ajax.
Ajax4jsf became an open-source project hosted on java.net, while RichFaces became a commercial JSF component library. In March 2007 JBoss (a division of Red Hat from 2006) and Exadel signed a partnership agreement whereby Ajax4jsf and RichFaces would come under the JBoss umbrella as "JBoss Ajax4jsf" and as "JBoss RichFaces".