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。
6.8k stars · 1.4k forks · Python
Healthy
Healthy: maintained by 1 person in the last 90 days, no known risks.
Why
No rule fired.
What would change this
- A dormant maintenance status, a deprecated or archived package, a successor link, or a critical advisory would change this.
Maintenance
CompleteSteady
- Human commits, 30 days
- 0
- Human commits, 90 days
- 2
- Human commits, 365 days
- 8
- Bot share of commits, 365 days
- 0%
- Last commit
- Sep 6, 2026 (1 month ago)
- Last human commit
- Sep 6, 2026 (1 month ago)
- Authors, 90 days
- 1
- Last release
- Sep 6, 2026 (1 month ago)
- Median PR merge time
- n/a
Responsiveness: of 0 recent issues, n/a got a maintainer reply. Median first response: n/a.
- Only 0 recent issues can be checked for a response, too few to measure response time.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Organization
- Commits sampled
- 8 since Oct 14, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 1
- Contributors
- 2
Top committers
- xpqiu: 100% of commits
Sources: Commits, Contributors
Stars
CompleteOrganic, confidence high
Bursts
- May 13, 2019 to Jun 7, 2019: about 994 more stars than usual, peak 202 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Apr 24, 2020 to Apr 29, 2020: about 135 more stars than usual, peak 34 in one day, a spike that tapers off. Outside explanation: a jump in forks.
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- The star history looks organic.
Sources: How star history is analyzed
Risk
CompleteFlags
No risk flags.
License
- Now
- MIT (OSI-approved)
- A year ago
- Not known
Packages
No published packages found.
Sources: GitHub: nndl/llm-beginner
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/nndl/llm-beginner)Earlier verdicts
- Oct 14, 2026: Healthy
- Oct 14, 2026: Healthy
Computed 7 hours ago · method 2026.10.2