OP
Shark-NLP/OpenICL
OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.
584 30 +0/wk
GitHub
in-context-learning language-model nlp
Trend
0
Star & Fork Trend (16 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
Shark-NLP/OpenICL has +0 stars this period . Velocity data will be available after more historical data is collected.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | OpenICL | LLaMA_MPS | chatdev | cnsenti |
|---|---|---|---|---|
| Stars | 584 | 584 | 585 | 585 |
| Forks | 30 | 46 | 99 | 86 |
| Weekly Growth | +0 | -1 | -1 | +0 |
| Language | Python | Python | TypeScript | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | Apache-2.0 | GPL-3.0 | GPL-3.0 | MIT |
Capability Radar vs LLaMA_MPS
OpenICL
LLaMA_MPS
Maintenance Activity 0
Last code push 918 days ago.
Community Engagement 26
Fork-to-star ratio: 5.1%. 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 Apache-2.0. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.