Axle
BigDL
Axle | BigDL | |
---|---|---|
- | 5 | |
66 | 6,003 | |
- | 16.4% | |
5.5 | 9.9 | |
12 months ago | 3 days ago | |
Scala | Python | |
GNU General Public License v3.0 or later | Apache License 2.0 |
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Axle
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Tracking mentions began in Dec 2020.
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
-
Machine learning on JVM
Intel BigDL for Spark which again is for Spark.
What are some alternatives?
Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
OscaR
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
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.
Breeze - Breeze is a numerical processing library for Scala.
Spire - Powerful new number types and numeric abstractions for Scala.
Tyche - Statistics utilities for the JVM - in Scala!
PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.
Compute.scala - Scientific computing with N-dimensional arrays
Persist-Units - Scala Units of Measure Types