LI
zjunlp/LightThinker
[EMNLP 2025] LightThinker: Thinking Step-by-Step Compression
141 5 +1/wk
GitHub
artificial-intelligence compression efficiency generation large-language-model lightthinker natural-language-processing reasoning slow-thinking step-by-step
Trend
3
Star & Fork Trend (15 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
zjunlp/LightThinker has +1 stars this period . 7-day velocity: 2.2%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | LightThinker | cookbook | Master-skill | chinese-law-bert-similarity |
|---|---|---|---|---|
| Stars | 141 | 142 | 142 | 140 |
| Forks | 5 | 39 | 33 | 28 |
| Weekly Growth | +1 | +0 | +10 | +0 |
| Language | Python | Jupyter Notebook | Python | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | MIT | Apache-2.0 | MIT | MIT |
Capability Radar vs cookbook
LightThinker
cookbook
Maintenance Activity 100
Last code push 2 days ago.
Community Engagement 66
Fork-to-star ratio: 3.5%. Lower fork ratio may indicate passive usage.
Issue Burden 70
Issue data not yet available.
Growth Momentum 83
+1 stars this period — 0.71% growth rate.
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.