rasbt/LLMs-from-scratch
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.
As of 2026-10-22 (commit ed9a02094ddd), rasbt/LLMs-from-scratch contains 77,276 total lines: 52,492 code, 12,886 comments, 11,898 blank, across 284 files in 7 languages (top: Python 34.9%). Custom configuration (tests excluded, docs excluded, generated excluded). Counted with tokei via OctoCounts.
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.
Repository size insights
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 .
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Report FAQ
How many lines of code does rasbt/LLMs-from-scratch have?
rasbt/LLMs-from-scratch has 77,276 total lines, including 52,492 code lines, 12,886 comment lines, and 11,898 blank lines.
How was the rasbt/LLMs-from-scratch line count measured?
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.
What commit was counted for rasbt/LLMs-from-scratch?
This OctoCounts report was generated from ed9a02094ddd805523c9581300a1099a7266dfaf at commit ed9a02094ddd on 2026-10-22T23:05:57.704569984+00:00.
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Play the growth animation for rasbt/LLMs-from-scratch on this page — 52,492 code lines across 7 languages, counted by tokei.