MakazhanAlpamys/Soup
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
10.5k
Stars
1.7k
Forks
77.7
Radar Score
Rising
Momentum
Scoring Breakdown
Impact91.5
Velocity71.8
Health63.8
Growth Metrics
7-Day Stars
+342
30-Day Stars
+1.9k
Acceleration
0.79x
Language
Python
Why it ranks
Exceptional momentum — gaining stars far faster than almost everything else tracked.
Trend signal: Strong momentum with 342 new stars this week. Above-average growth velocity. High developer adoption with 54 new forks this week. Active in the AI Infrastructure category.
Popular Alternatives & Competitors
Top projects in the same category (AI Infrastructure) — compare side by side.
🛡️ Enterprise Readiness & Commercial Safety
Organic Growth
86%
High Confidence
License
Permissive (Commercial Friendly)
Safe for commercial use, modification, and distribution.
Health Grade
A
Based on maintenance, issue response, and release cadence.
Radar Score
77.7
Composite of Impact, Velocity, and Health.
Disclaimer: This is an automated heuristic assessment based on public GitHub signals. Always perform your own security audit, dependency review, and legal compliance check before production deployment.
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