Shypd.aiThe largest open index of AI toolsSpark NLP is an Open Source & Models tool that provides state-of-the-art Natural Language Processing capabilities. It offers over 100,000 pretrained pipelines and models in more than 200 languages, scaling easily in distributed environments.
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Spark NLP is a state-of-the-art Natural Language Processing library built on top of Apache Spark, designed for machine learning pipelines that require scalability in distributed environments. It offers a comprehensive suite of NLP tasks including Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Sentiment Analysis, Machine Translation, and Question Answering. The library supports over 100,000 pretrained pipelines and models across more than 200 languages, integrating seamlessly with modern transformer models like BERT, Llama-2, and GPT2. Spark NLP also provides easy model importing from frameworks such as TensorFlow, ONNX, OpenVINO, and Llama.cpp, enhancing flexibility for developers working with diverse machine learning ecosystems. It supports Python, Scala, Java, and Kotlin, and is compatible with platforms like Databricks, EMR, and Google Cloud Dataproc.
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