PyPI Stats
intel-analytics

bigdl-spark3

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, DeepSpeed, Axolotl, etc.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (intel-analytics/BigDL) with 20 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
2.6K
Week
6.7K
Month
19.2K
Stars
8.8K
Forks
1.4K
Issues
1.2K
Version
2.5.0b20240324

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
13
Popularity
85
Adoption
82
Community
80
How the maintenance status was determined
Last commit
98 days ago
Monthly downloads
19,190
Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
• Archived
Repository flagged as archived on GitHub
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
19,190
Stars
8,798
Stars per 1k downloads
458.47
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
954
Month daily avg
640
Momentum
+49.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
• Unknown
No requires_python specified or unparseable
Package does not declare a minimum Python version.
License categories
License
Apache License, Version 2.0
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
773 days ago
Total releases
707
Releases/year
164.6
Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
• Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
125
Monthly downloads
19,190
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
75
 
Issue Burden
137.9
per 1k stars
Discussions
0.2
per 1k stars
Fork Ratio
8.8%
contrib / forks
Stale Release
675d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. US US
2
2. CA CA
1

Dependencies

5

Used By

0
Not used by any tracked packages

Package Information

License
Apache License, Version 2.0
First Release
January 19, 2022
Last Release
2 years ago
Last Commit
3 months ago
Latest Version
2.5.0b20240324
Total Releases
707
Contributors
125
Open PRs
271
Archived
Yes
Author
BigDL Authors
Python Versions
3 3.6 3.7
Wheels
py3
Topics
pytorch llm transformers gpu
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links