STACKQUADRANT

zhuhanqing/APOLLO

Fine-tuning Tools

APOLLO: SGD-like Memory, AdamW-level Performance; MLSys'25 Oustanding Paper Honorable Mention

4.4
GitHub Metrics
Stars
344
Forks
18
Open Issues
4
Watchers
7
Contributors
3
Weekly Commits
0
Language
Python
License
NOASSERTION
Last Commit
Nov 29, 2025
Created
Dec 8, 2024
Latest Release
Release Date
Synced: Apr 16, 2026
Quality Scores
Documentation Qualityw: 20%
5.4

Has docs site (https://zhuhanqing.github.io/APOLLO/). Description: 93 chars. Stars signal: 344. Contributors: 3. Score: 5.4/10

Community Healthw: 20%
2.6

Stars: 344. Contributors: 3. Watchers: 7. Forks: 18. Issue ratio: 1.2%. Score: 2.6/10

Maintenance Velocityw: 15%
3.9

Last commit: 138d ago. Weekly commits: 0. No releases published. Maturity bonus: 1.4y old. Score: 3.9/10

API Design & DXw: 20%
6.8

Stars/issues ratio: 86. Dynamic language: Python. Has documentation site. License: NOASSERTION. Popularity signal: 344 stars. Score: 6.8/10

Production Readinessw: 15%
2.4

Battle-tested: 344 stars. Peer review: 3 contributors. No versioned releases. Licensed: NOASSERTION. Age: 1.4 years. Maintenance: last commit 138d ago. Score: 2.4/10

Ecosystem Integrationw: 10%
4.6

Fork interest: 18. Major ecosystem: Python. License: NOASSERTION. Adoption: 344 stars. Has web presence. Score: 4.6/10

Tags
efficient-trainingllmllm-trainingmemory-efficientoptimizer
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration