Source: https://seerepo.com/r/kvcache-ai/ktransformers
Markdown source: https://seerepo.com/r/kvcache-ai/ktransformers.md
Description: kvcache-ai/ktransformers is a Python repo with 202,519 lines written. ktransformers is built with FastAPI, AIOHTTP, and uvicorn and uses Hugging Face.

# What's inside kvcache-ai/ktransformers

kvcache-ai/ktransformers is a Python repo with 202,519 lines written. ktransformers is built with FastAPI, AIOHTTP, and uvicorn and uses Hugging Face. AI signed 2.2% of the 939 commits of ktransformers.

Its description on GitHub: “A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations”

Python · Apache-2.0 · 19,660 stars · GitHub: https://github.com/kvcache-ai/ktransformers

Read on November 5, 2026, at commit c987331.

## More on this repo

- [What is ktransformers built with?](https://seerepo.com/r/kvcache-ai/ktransformers/built): ktransformers is built with FastAPI, AIOHTTP, and uvicorn and uses Hugging Face.
- [How much of ktransformers did AI write?](https://seerepo.com/r/kvcache-ai/ktransformers/ai): AI signed 2.2% of the 939 commits of ktransformers.

## In figures

- 202,519 lines written: The ones people and agents wrote: product, tests, schemas and tooling. Generated code doesn’t count.
- 376 files: The same as the lines: product, tests, schemas and tooling. What’s generated doesn’t count.
- 178 test files: The files that test the code.
- 24 technologies: Each service with the file and line that prove it.

SeeRepo read the facts in its code and kept none of it. AI only helps sort its packages and folders by their names, and never sees its code.

## Frequently asked questions

### What is kvcache-ai/ktransformers?

kvcache-ai/ktransformers is a Python repo with 202,519 lines written. Its description on GitHub: “A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations”

The proof: [its page on GitHub](https://github.com/kvcache-ai/ktransformers)

### What is ktransformers built with?

ktransformers is built with FastAPI, AIOHTTP, and uvicorn and uses Hugging Face.

The proof: [each service with its file and line](https://seerepo.com/r/kvcache-ai/ktransformers/built)

### How much of ktransformers did AI write?

AI signed 2.2% of the 939 commits of ktransformers.

The proof: [the commits each tool signed](https://seerepo.com/r/kvcache-ai/ktransformers/ai)

### What license does ktransformers have?

ktransformers is released under the Apache-2.0 license.

The proof: [its page on GitHub](https://github.com/kvcache-ai/ktransformers)

### How many stars does ktransformers have on GitHub?

ktransformers had 19,660 stars on GitHub on November 5, 2026.

The proof: [its page on GitHub](https://github.com/kvcache-ai/ktransformers)

## Add this badge to your README

It links to this page and updates itself each time SeeRepo reads the repo.

```markdown
[![kvcache-ai/ktransformers on SeeRepo](https://seerepo.com/badge/kvcache-ai/ktransformers.svg)](https://seerepo.com/r/kvcache-ai/ktransformers?de=insignia)
```

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.