Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
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 99.6K stars.
LLMs-from-scratch is currently growing faster at +6.6K stars this week.
Mem0 has the stronger automated maintenance signal at 95/100. This is not a security or fit verdict.
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | LLMs-from-scratch | Mem0 |
|---|---|---|
| Evidence status | Recently verified· 1d ago | Basic listing· 1d ago |
| GitHub stars | 99.6K | 61.5K |
| Weekly growth | +6.6K | +6.0K |
| Health score | Healthy67/100 |
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| Contributors | 67 | 385 |
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| Commits per week | 0.8 | 27.1 |
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| Open issues | 4 | 707 |
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| Language | Jupyter Notebook | TypeScript |
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| License | NOASSERTION | Apache-2.0 |
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| Last commit | 12d ago | 1d ago |
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| Last release | N/A | cli-node-v0.2.11 |
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