nndl/llm-beginner
《大模型与智能体》电子书与 6 个编程任务：Transformer、mini-GPT、SFT/DPO、RAG、工具调用与编程智能体。
6.9k
Stars
1.4k
Forks
57.6
Radar Score
Stable
Momentum
Scoring Breakdown
Impact90.3
Velocity31.0
Health42.5
Growth Metrics
7-Day Stars
+22
30-Day Stars
+78
Acceleration
1.21x
Language
Python
Why it ranks
Modest but positive momentum.
Popular Alternatives & Competitors
Top projects in the same category (LLM Frameworks) — compare side by side.
🛡️ Enterprise Readiness & Commercial Safety
Organic Growth
81%
High Confidence
License
Permissive (Commercial Friendly)
Safe for commercial use, modification, and distribution.
Health Grade
B
Based on maintenance, issue response, and release cadence.
Radar Score
57.6
Composite of Impact, Velocity, and Health.
⚠️ Growth Anomaly Detected:
- Issue engagement: 1 open issues for 6,881 stars (0.0%).
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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