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Hugging Face, Inc. is an American company incorporated under the Delaware General Corporation Law [1] and based in New York City that develops computation tools for building applications using machine learning.
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]
In the context of AI, it is particularly used for embedded systems and robotics. Libraries such as TensorFlow C++, Caffe or Shogun can be used. [1] JavaScript is widely used for web applications and can notably be executed with web browsers. Libraries for AI include TensorFlow.js, Synaptic and Brain.js. [6]
Artificial dataset covering 7 classes of animals. Animals are classed into 7 categories and features are given for each. 101 Text Classification 1990 [293] R. Forsyth Demospongiae Dataset Data about marine sponges. 503 sponges in the Demosponge class are described by various features. 503 Text Classification 2010 [294] E. Armengol et al.
Whereas an embedding layer converts a token into a vector, an un-embedding layer converts a vector into a probability distribution over tokens. The un-embedding layer is a linear- softmax layer: U n E m b e d ( x ) = s o f t m a x ( x W + b ) {\displaystyle \mathrm {UnEmbed} (x)=\mathrm {softmax} (xW+b)} The matrix has shape ( d emb , n ...
During the deep learning era, attention mechanism was developed to solve similar problems in encoding-decoding. [1]In machine translation, the seq2seq model, as it was proposed in 2014, [24] would encode an input text into a fixed-length vector, which would then be decoded into an output text.
Nashorn is a JavaScript engine developed in the Java programming language originally by Oracle and later by the OpenJDK Community. It relies on the support for dynamically typed languages on the Java Platform (JSR 292) (a concept first realized in the experimental Da Vinci Machine and a standard part of Java 7 and later.)
Pair programming Pair Programming, 2009. Pair programming is a software development technique in which two programmers work together at one workstation. One, the driver, writes code while the other, the observer or navigator, [1] reviews each line of code as it is typed in.