BigDL VS Spire

Compare BigDL vs Spire and see what are their differences.

BigDL

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc. (by intel-analytics)
Science and Data analysis Spark Tensorflow Keras Pytorch bigdl analytics-zoo distributed-deep-learning Python Scala llm Transformers
Source Code
ipex-llm.readthedocs.io
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Spire

Powerful new number types and numeric abstractions for Scala. (by typelevel)
Science and Data analysis
Source Code
typelevel.org
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BigDL Spire
5 -
6,051 1,757
17.1% 0.0%
9.9 5.6
4 days ago 5 days ago
Python Scala
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

BigDL

Posts with mentions or reviews of BigDL. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-31.

Spire

Posts with mentions or reviews of Spire. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning Spire yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

When comparing BigDL and Spire you can also consider the following projects:

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

Breeze - Breeze is a numerical processing library for Scala.

Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis

Axle - Axle Domain Specific Language for Scientific Cloud Computing and Visualization

Algebird - Abstract Algebra for Scala

deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

OscaR

PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.

Persist-Units - Scala Units of Measure Types

ND4S - ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.

BigDL vs Apache Spark Spire vs Breeze BigDL vs Zeppelin Spire vs Squants BigDL vs Axle Spire vs Algebird BigDL vs deequ Spire vs OscaR BigDL vs PredictionIO Spire vs Apache Spark BigDL vs Persist-Units Spire vs ND4S