Comparison
picoGPT vs LLMs-from-scratch
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
vs
| picoGPT | LLMs-from-scratch | |
|---|---|---|
| Tagline | An unnecessarily tiny implementation of GPT-2 in NumPy | Implement a ChatGPT-like LLM in PyTorch from scratch |
| Stars | 3.5k | 99k |
| Forks | 459 | 15k |
| Open issues | 14 | 4 |
| Language | Python | Jupyter Notebook |
| License | MIT | Other |
| Last pushed | Apr 24, 2023 | Jun 2, 2026 |
| Categories | LLM Frameworks | Model Training, LLM Frameworks |
| Typed relationship | picoGPT alternative LLMs-from-scratch | |