Difference between revisions of "NLP"

Revision as of 18:04, 27 July 2021

This page describes the collection of natural language processing software on HiPerGator.

nlp: module load nlp will provide a Python environment with spacy, pytorch, torchtext, nltk, sentencepiece, transformers, sentence-transformers, bertopic, RAPIDSai, gensim, scikit-learn, and more.

nemo: module load nemo will provide a singularity container environment with Python and Nvidia NeMo. NeMo has NLP task training, plus speech-to-text and text-to-speech models.

pytorch: Note, use module spider pytorch to list the version we have available. Beyond stock pytorch versions, we have the Nvidia pytorch singularity container with the Apex optimizers required for Megatron-LM. Use module load ngc-pytorch to access this container, and you can run Megatron from source code.

spark-nlp: See our Spark help doc to start a Spark cluster. Spark-nlp Python module is available in tensorflow/2.4.1.

parlai: Conversational AI framework by Facebook, includes a wide variety of models from 110M to 9B parameters.

Revision as of 18:04, 27 July 2021 (view source) Ericeric (talk \| contribs) ← Older edit		Revision as of 18:04, 27 July 2021 (view source) Ericeric (talk \| contribs) Newer edit →
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	*'''spark-nlp:''' See our [[Spark]] help doc to start a Spark cluster. Spark-nlp Python module is available in tensorflow/2.4.1.		*'''spark-nlp:''' See our [[Spark]] help doc to start a Spark cluster. Spark-nlp Python module is available in tensorflow/2.4.1.
		+

	*'''parlai:''' Conversational AI framework by Facebook, includes a wide variety of models from 110M to 9B parameters.		*'''parlai:''' Conversational AI framework by Facebook, includes a wide variety of models from 110M to 9B parameters.