rasbt/LLMs-from-scratch has 52,492 source lines of code out of 77,276 total lines across 284 files, counted from the ed9a02094ddd805523c9581300a1099a7266dfaf ref at commit ed9a02094ddd by the OctoCounts tokei engine on 2026-10-22. The report is cached by commit, tokei version, and analysis options, so recounting the same revision returns exactly these numbers.
rasbt/LLMs-from-scratch: 52,492 code lines at commit ed9a02094ddd, counted with tokei-14.0.0 on 2026-10-22. Saved result 4c2c42dae37833baa3a5f2a22e878eb450958ae3e4e0aa2e43a1622b4e96db5c.
OctoCounts produced this report by resolving rasbt/LLMs-from-scratch to commit ed9a02094ddd, downloading the repository source archive, and counting every source file with tokei, the open-source line counter written in Rust. The table below breaks the count down by programming language into files, total lines, code lines, comment lines, and blank lines, so the figures can be compared across languages and projects. Results are cached by commit, tokei version, and analysis options, so counting the same revision again reproduces exactly these numbers.
This is a medium-sized codebase by counted code lines. Code represents 67.9% of all lines, comments represent 16.7%, and the repository averages 185 code lines per file. Python accounts for 34.9% of counted code.
| Language | Files | Lines | Code | Comments | Blanks |
|---|---|---|---|---|---|
| Python | 113 | 26765 | 18307 | 3208 | 5250 |
| Jupyter Notebooks | 63 | 28059 | 17143 | 6419 | 4497 |
| JSON | 16 | 16815 | 16815 | 0 | 0 |
| YAML | 1 | 167 | 125 | 15 | 27 |
| TOML | 2 | 120 | 102 | 3 | 15 |
| Markdown | 72 | 4605 | 0 | 2779 | 1826 |
| Plain Text | 17 | 745 | 0 | 462 | 283 |
Top language (Python 34.9%). Generated at .
rasbt/LLMs-from-scratch has 77,276 total lines, including 52,492 code lines, 12,886 comment lines, and 11,898 blank lines.
OctoCounts resolved the public GitHub repository to commit ed9a02094ddd, downloaded the source archive, counted it with tokei, and cached the report by commit, tokei version, and analysis options.
This OctoCounts report was generated from ed9a02094ddd805523c9581300a1099a7266dfaf at commit ed9a02094ddd on 2026-10-22T23:05:57.704569984Z.
Other public repositories with an OctoCounts report, ranked by top language and code size similarity:
Play the growth animation for rasbt/LLMs-from-scratch on this page — 52,492 code lines across 7 languages, counted by tokei.