LI
zjunlp/LightMem
[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation
744 63 +0/wk
GitHub
agent ai-agents artificial-intelligence chatbot genai knowledge large-language-models lightmem lightweight llm long-term-memory memory
Trend
3
Star & Fork Trend (58 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
zjunlp/LightMem has +0 stars this period . 7-day velocity: 0.9%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | LightMem | spacy-stanza | GPUMD | torch_base |
|---|---|---|---|---|
| Stars | 744 | 744 | 744 | 744 |
| Forks | 63 | 63 | 178 | 121 |
| Weekly Growth | +0 | +0 | +0 | +0 |
| Language | Python | Python | Cuda | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | MIT | MIT | GPL-3.0 | N/A |
Capability Radar vs spacy-stanza
LightMem
spacy-stanza
Maintenance Activity 100
Last code push 6 days ago.
Community Engagement 42
Fork-to-star ratio: 8.5%. Lower fork ratio may indicate passive usage.
Issue Burden 70
Issue data not yet available.
Growth Momentum 30
No measurable growth in the current period (first-day cold start expected).
License Clarity 95
Licensed under MIT. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.