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BigDL Alternatives
Similar projects and alternatives to BigDL
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ExpansionCards
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Kargo
Stop Scripting Promotions. Start Shipping with Kargo. Kargo automates promotion across dev, staging, and prod with approval gates and verification. Open source, built by the team behind Argo CD. Download now.
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ollama
Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
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AppSignal
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intel-extension-for-pytorch
Discontinued A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
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Zeppelin
Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better BigDL alternative or higher similarity.
BigDL discussion
BigDL reviews and mentions
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 2026-08-09.
- LLM Scaler – LLM Support for Intel's Arc Pro B60 and B70 GPUs
- FlashMoE: DeepSeek-R1 671B and Qwen3MoE 235B with 1~2 Intel B580 GPU in IPEX-LLM
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DeepSeek R1 671B Q4_K_M with 1~2 Arc A770 on Xeon
That's because the OP is linking to the quickstart guide. There are benchmark numbers on the github's root page, but it does not appear to include the new deepseek yet:
https://github.com/intel/ipex-llm/tree/main?tab=readme-ov-fi...
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MacBook Air M4
you have the choice to go with the AMD Ryzen AI Max processor which rivals the M4. And gives similar battery life and performance.
Or the Intel Lunar Lake processor.
Both have extremely good laptop options - the Lenovo Yoga Aura edition is pretty much macbook quality.
And runs LLMs (https://github.com/intel/ipex-llm/blob/main/docs/mddocs/Over...)
- IPEX-LLM Portable Zip for Ollama on Intel GPU
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Llama.cpp supports Vulkan. why doesn't Ollama?
There is ipex-llm support for Ollama on Intel GPU (https://github.com/intel/ipex-llm/blob/main/docs/mddocs/Quic...)
- Intel Announces Arc B-Series "Battlemage" Discrete Graphics with Linux Support
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Run Ollama on Intel Arc GPU (IPEX)
You can find helpful tips here.
- PyTorch Library for Running LLM on Intel CPU and GPU
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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
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A note from our sponsor - SaaSHub
www.saashub.com | 4 Sep 2026
Stats
Basic BigDL repo stats
15
8,666
9.4
7 months ago
intel/ipex-llm is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of BigDL is Python.
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