# kvcache-ai/ktransformers SLOC report

> As of 2026-07-24 (commit a8062bfa7e10), kvcache-ai/ktransformers contains 413,668 total lines: 329,897 code, 37,192 comments, 46,579 blank, across 1,269 files in 28 languages (top: Python 41.4%). Counted with tokei via OctoCounts.

OctoCounts produced this report by resolving kvcache-ai/ktransformers to commit a8062bfa7e10, 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 large codebase by counted code lines. Code represents 79.7% of all lines, comments represent 9.0%, and the repository averages 260 code lines per file. Python accounts for 41.4% of counted code.

| Language | Files | Lines | Code | Comments | Blanks |
| --- | ---: | ---: | ---: | ---: | ---: |
| Python | 599 | 171,144 | 136,546 | 11,129 | 23,469 |
| C++ Header | 93 | 69,039 | 51,499 | 9,449 | 8,091 |
| JSON | 13 | 50,135 | 50,130 | 0 | 5 |
| C++ | 160 | 46,584 | 37,258 | 4,438 | 4,888 |
| Bitbake | 11 | 20,854 | 18,992 | 440 | 1,422 |
| CUDA | 11 | 13,628 | 10,281 | 1,517 | 1,830 |
| YAML | 79 | 9,875 | 8,517 | 682 | 676 |
| C Header | 85 | 9,936 | 7,197 | 1,645 | 1,094 |
| Shell | 18 | 3,305 | 2,252 | 513 | 540 |
| CMake | 13 | 2,574 | 2,034 | 209 | 331 |
| TypeScript | 28 | 1,512 | 1,378 | 18 | 116 |
| CSS | 6 | 1,372 | 1,120 | 42 | 210 |

Top language (Python 41.4%). Generated at 2026-07-24T04:43:36.669260284+00:00. Canonical report: https://octocounts.com/github/kvcache-ai/ktransformers

## Report FAQ

### How many lines of code does kvcache-ai/ktransformers have?

kvcache-ai/ktransformers has 413,668 total lines, including 329,897 code lines, 37,192 comment lines, and 46,579 blank lines.

### How was the kvcache-ai/ktransformers line count measured?

OctoCounts resolved the public GitHub repository to commit a8062bfa7e10, downloaded the source archive, counted it with tokei, and cached the report by commit, tokei version, and analysis options.

### What commit was counted for kvcache-ai/ktransformers?

This OctoCounts report was generated from main at commit a8062bfa7e10 on 2026-07-24T04:43:36.669260284+00:00.

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