supertransformerlib

Name	supertransformerlib JSON
Version	2.4.0 JSON
	download
home_page	None
Summary	A set of tools for performing ensemble based supertransformer
upload_time	2023-03-21 19:49:41
maintainer	None
docs_url	None
author	None
requires_python	>=3.9
license	None
keywords	torch transformer transformers
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            [![Python test then publish](https://github.com/smithblack-0/torch-supertransformerlib/actions/workflows/python-test-publish.yml/badge.svg?branch=master)](https://github.com/smithblack-0/torch-supertransformerlib/actions/workflows/python-test-publish.yml)


# What is this?

This is a collection of layers designed to achieve state-of-the-art results in the field of natural language processing.
It consists of a collection of layers, loss functions,
and utilities which either implement recent transformer discoveries,
or which have no analogue in the current NLP literature. It is built in torch.

The library primarily forcuses around working
with the word embeddings.

It has the following desirable properties when used correctly

* torchscript compatible
* O(N) with respect to words input (configured correctly)
* Ensembles natively supported.

## Documentation

See https://torch-supertransformerlib.readthedocs.io/en/latest/ for documentation

            

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