BigDL
Chalk
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BigDL
- PyTorch Library for Running LLM on Intel CPU and GPU
-
LLaMA Now Goes Faster on CPUs
Any performance benchmark against intel's 'IPEX-LLM'[0] or others?
[0] - https://github.com/intel-analytics/ipex-llm
- BigDL-LLM: running LLM on your laptop using INT4
- Fast, distributed, secure AI for Big Data
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Machine learning on JVM
Intel BigDL for Spark which again is for Spark.
Chalk
We haven't tracked posts mentioning Chalk yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Spark Notebook - Interactive and Reactive Data Science using Scala and Spark.
Axle - Axle Domain Specific Language for Scientific Cloud Computing and Visualization
MGO - Purely functional genetic algorithms for multi-objective optimisation
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
ND4S - ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.
Spire - Powerful new number types and numeric abstractions for Scala.
Libra - A dimensional analysis library based on dependent types
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
Smile - Statistical Machine Intelligence & Learning Engine
PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.
Breeze - Breeze is a numerical processing library for Scala.