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TensorFlow serves as a core platform and library for machine learning. TensorFlow's APIs use Keras to allow users to make their own machine-learning models. [ 41] In addition to building and training their model, TensorFlow can also help load the data to train the model, and deploy it using TensorFlow Serving.
The T5 models are capable of performing the text-based tasks that they were pretrained for. They can also be finetuned to perform other tasks.They have been employed in various applications, including chatbots, machine translation systems, text summarization tools, code generation, and robotics.
For many years, sequence modelling and generation was done by using plain recurrent neural networks (RNNs). An well-cited early example was the Elman network (1990). In theory, the information from one token can propagate arbitrarily far down the sequence, but in practice the vanishing-gradient problem leaves the model's state at the end of a long sentence without precise, extractable ...
Meta claims that the 34 billion-parameter model is the best-performing of any code generator open sourced to date — and the largest by parameter count. You’d think a code-generating tool would ...
Mintlify, a startup developing software to automate software documentation tasks, today announced that it raised $2.8 million in a seed round led by by Bain Capital Ventures with participation ...
Image Credits: TechCrunch. AWS today announced that CodeGuru, a set of tools that use machine learning to automatically review code for bugs and suggest potential optimizations, is now generally ...
It’s a bit technical, but the gist is that the TTT model’s internal machine learning model, unlike a transformer’s lookup table, doesn’t grow and grow as it processes additional data.
Shogun is a free, open-source machine learning software library written in C++. It offers numerous algorithms and data structures for machine learning problems. It offers interfaces for Octave, Python, R, Java, Lua, Ruby and C# using SWIG . It is licensed under the terms of the GNU General Public License version 3 or later.