Spark NLP 5.0.1: Patch release

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📢 Overview

Spark NLP 5.0.1 🚀 is a patch release with bug fixes and other improvements. We want to thank our community for their valuable feedback, feature requests, and contributions. Our Models Hub now contains over 18,000+ free and truly open-source models & pipelines. 🎉

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🐛 Bug Fixes & Enhancements

• Fix multiLabel param issue in XXXForSequenceClassitication and XXXForZeroShotClassification annotators
• Add the missing threshold param to all XXXForSequenceClassitication in Python
• Fix issue with passing spark.driver.cores config as a param into start() function in Python and Scala
• Fix 600+ models' cards on Models Hub with duplicated code snippets
• Add new notebooks to export BERT, DistilBERT, RoBERTa, and DeBERTa models to ONNX format

📓 New Notebooks

Spark NLP	Notebooks	Colab
BertEmbeddings	HuggingFace in Spark NLP - BERT	BERT
DistilBertEmbeddings	HuggingFace in Spark NLP - DistilBERT	DistilBERT
RoBertaEmbeddings	HuggingFace in Spark NLP - RoBERTa	RoBERTa
DeBertaEmbeddings	HuggingFace in Spark NLP - DeBERTa	DeBERTa

• You can visit Import Transformers in Spark NLP
• You can visit Spark NLP Examples for 100+ examples

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📖 Documentation

• Import models from TF Hub & HuggingFace
• Spark NLP Notebooks
• Models Hub with new models
• Spark NLP Articles
• Spark NLP in Action
• Spark NLP Documentation
• Spark NLP Scala APIs
• Spark NLP Python APIs

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❤️ Community support

• Slack For live discussion with the Spark NLP community and the team
• GitHub Bug reports, feature requests, and contributions
• Discussions Engage with other community members, share ideas,
  and show off how you use Spark NLP!
• Medium Spark NLP articles
• JohnSnowLabs official Medium
• YouTube Spark NLP video tutorials

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Installation

Python

#PyPI

pip install spark-nlp==5.0.1

Spark Packages

spark-nlp on Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, and 3.4.x (Scala 2.12):

spark-shell --packages com.johnsnowlabs.nlp:spark-nlp_2.12:5.0.1

pyspark --packages com.johnsnowlabs.nlp:spark-nlp_2.12:5.0.1

GPU

spark-shell --packages com.johnsnowlabs.nlp:spark-nlp-gpu_2.12:5.0.1

pyspark --packages com.johnsnowlabs.nlp:spark-nlp-gpu_2.12:5.0.1

Apple Silicon (M1 & M2)

spark-shell --packages com.johnsnowlabs.nlp:spark-nlp-silicon_2.12:5.0.1

pyspark --packages com.johnsnowlabs.nlp:spark-nlp-silicon_2.12:5.0.1

AArch64

spark-shell --packages com.johnsnowlabs.nlp:spark-nlp-aarch64_2.12:5.0.1

pyspark --packages com.johnsnowlabs.nlp:spark-nlp-aarch64_2.12:5.0.1

Maven

spark-nlp on Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, and 3.4.x:

<dependency>
    <groupId>com.johnsnowlabs.nlp</groupId>
    <artifactId>spark-nlp_2.12</artifactId>
    <version>5.0.1</version>
</dependency>

spark-nlp-gpu:

<dependency>
    <groupId>com.johnsnowlabs.nlp</groupId>
    <artifactId>spark-nlp-gpu_2.12</artifactId>
    <version>5.0.1</version>
</dependency>

spark-nlp-silicon:

<dependency>
    <groupId>com.johnsnowlabs.nlp</groupId>
    <artifactId>spark-nlp-silicon_2.12</artifactId>
    <version>5.0.1</version>
</dependency>

spark-nlp-aarch64:

<dependency>
    <groupId>com.johnsnowlabs.nlp</groupId>
    <artifactId>spark-nlp-aarch64_2.12</artifactId>
    <version>5.0.1</version>
</dependency>

FAT JARs

• CPU on Apache Spark 3.x/3.1.x/3.2.x/3.3.x/3.4.x: https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/jars/spark-nlp-assembly-5.0.1.jar

• GPU on Apache Spark 3.0.x/3.1.x/3.2.x/3.3.x/3.4.x: https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/jars/spark-nlp-gpu-assembly-5.0.1.jar

• M1 on Apache Spark 3.0.x/3.1.x/3.2.x/3.3.x/3.4.x: https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/jars/spark-nlp-silicon-assembly-5.0.1.jar

• AArch64 on Apache Spark 3.0.x/3.1.x/3.2.x/3.3.x/3.4.x: https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/jars/spark-nlp-aarch64-assembly-5.0.1.jar

What's Changed

• Edited notebook for doc sim ranker with E5 by @wolliq in #13878
• update SEO titles by @agsfer in #13887
• SPARKNLP-867 Solves multiLabel param issue in ZeroShot annotators by @danilojsl in #13888
• Sparknlp 868 make spark driver cores override local in start functions by @maziyarpanahi in #13894
• [SPARKNLP-863 SPARKNLP-864 SPARKNLP-865 SPARKNLP-866] ONNX Export Notebooks by @DevinTDHa in #13889
• SPARKNLP-869 Adding threshold to properties for python module by @danilojsl in #13890
• Models hub by @maziyarpanahi in #13896
• Release/501 release candidate by @maziyarpanahi in #13895

Full Changelog: 5.0.0...5.0.1