Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Building 70 Projects ranging from beginner to advanced so anyone can โ learn from, build upon, use as a reference, or even copy directly. Gamified Cybersecurity learning ๐
Best matched with other interface tools.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Best matched with other interface tools.
LLMs-from-scratch has the larger GitHub footprint with 106.0K stars.
LLMs-from-scratch is currently growing faster at +6.6K stars this week.
LLMs-from-scratch has the stronger automated maintenance signal at 67/100. This is not a security or fit verdict.
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Cybersecurity Projects | LLMs-from-scratch |
|---|---|---|
| Evidence status | Needs recheckยท 2026-08-31 10:59 UTC | Verified snapshotยท 2026-10-04 09:19 UTC |
| GitHub stars | 6.6K | 106.0K |
| Weekly growth | +649 | +6.6K |
| Health score | Watch55/100 | Healthy67/100 |
| Contributors | 5 | 67 |
| Commits per week | 27.2 | 0.8 |
| Open issues | 1 | 4 |
| Language | Go | Jupyter Notebook |
| License | AGPL-3.0 | NOASSERTION |
| Last commit | 2026-08-26 17:59 UTC | 2026-10-02 14:55 UTC |
| Last release | N/A | N/A |
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