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kwaai-distributed
v0.5.1 ExperimentalDistributed ML operations for KwaaiNet - MoE, parameter averaging (Hivemind patterns)
MIT Edition 2021
#distributed#federated#moe#mixture-of-experts#averaging
Quick Verdict
- ✓Actively maintained (updated 1d ago)
- !Pre-1.0: API may have breaking changes
- ✓Permissive license (MIT)
Security
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Downloads
2.3K
Dependents
9
Releases
144
Size
38KB
Deep Insights
📈
Strong growth momentum
841 downloads in the last 30 days (28/day), up 81% from the previous period.
📐
Compact crate
At 37KB, kwaai-distributed is lightweight. Small crate size correlates with focused, well-scoped functionality.
Health Breakdown
Maintenance 20/25
Recency, release consistency, active ratio
Quality 12/25
Yanked ratio, deps, size, maturity, features
Community 6/20
Reverse deps, ownership, ecosystem
Popularity 4/15
Downloads, momentum, growth trend
Documentation 10/15
Docs, repo, license, metadata
Download Trend
Daily downloads · last 90 days
0/day avg
Version Adoption
v0.4.135
23%
v0.4.128
20%
v0.4.136
20%
v0.4.132
19%
v0.4.134
19%
Release Timeline
10 releasessince 2026
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README
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Maintainers
Dependencies
16
direct dependencies
Dependents
9
crates depend on kwaai-distributed