BigDL VS gemma.cpp

Compare BigDL vs gemma.cpp 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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gemma.cpp

lightweight, standalone C++ inference engine for Google's Gemma models. (by google)
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BigDL gemma.cpp
5 8
6,051 5,560
17.1% 8.4%
9.9 9.3
4 days ago 2 days ago
Python C++
Apache License 2.0 Apache License 2.0
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.
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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.

gemma.cpp

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

What are some alternatives?

When comparing BigDL and gemma.cpp you can also consider the following projects:

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

llamafile - Distribute and run LLMs with a single file.

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

mud-pi - A simple MUD server in Python, for teaching purposes, which could be run on a Raspberry Pi

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

gemma_pytorch - The official PyTorch implementation of Google's Gemma models

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

gemma - Open weights LLM from Google DeepMind.

Spire - Powerful new number types and numeric abstractions for Scala.

xpk - xpk (Accelerated Processing Kit, pronounced x-p-k,) is a software tool to help Cloud developers to orchestrate training jobs on accelerators such as TPUs and GPUs on GKE.

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

htmx - </> htmx - high power tools for HTML

BigDL vs Apache Spark gemma.cpp vs llamafile BigDL vs Zeppelin gemma.cpp vs mud-pi BigDL vs Axle gemma.cpp vs gemma_pytorch BigDL vs deequ gemma.cpp vs gemma BigDL vs Spire gemma.cpp vs xpk BigDL vs PredictionIO gemma.cpp vs htmx