What is ktransformers built with?

Q: Which repos have a stack like ktransformers's?

The ones that share most of its stack: bojieli/ai-agent-book, unslothai/unsloth, and vllm-project/vllm.

ktransformers is a Python repo built with FastAPI, AIOHTTP, and uvicorn. It uses AI through einops, LangChain, openai, rouge-score, sentencepiece, and 10 more, deploys with psutil and colorlog, and uses blobfile, pyarrow, and Hugging Face. It has 202,519 written lines, with 178 test files.

Read on November 5, 2026, at commit c987331. Read it as markdown

Frontend

Interface 1

Rich15 files

Backend

The base 1

FastAPI40 files

Data 2

pyarrow
blobfile

AI 15

torch210 files
safetensors20 files
peft9 files
accelerate5 files
nltk1 file
LangChain
openai
rouge-score
transformers95 files
triton6 files
datasets3 files
gguf3 files

3 more

Services 1

Hugging Face5 files · archive/kt-sft/ktransformers/sft/metrics_utils/misc.py, line 26

Support

The base 2

AIOHTTP5 files
uvicorn2 files

Deploy 2

psutil3 files
colorlog2 files

Tools 8

Typer11 files
Setuptools1 file
build
ninja
packaging4 files
fire2 files
graphviz
wheel

Other 23

NumPy37 files
pyyaml18 files
pandas8 files
absl-py
attrs
joblib
python-dateutil
tabulate1 file
aiohappyeyeballs
aiosignal
colorama
dill

11 more

frozenlist
httpx
multidict
multiprocess
propcache
protobuf
pytz
six
tzdata
xxhash
yarl

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Frequently asked questions

What language is ktransformers written in?

ktransformers is written in Python, with 202,519 written lines.

What framework does ktransformers use?

ktransformers is built with FastAPI, AIOHTTP, and uvicorn.

Does ktransformers use AI?

Yes. ktransformers uses AI through einops, LangChain, openai, rouge-score, sentencepiece, tiktoken, torch, transformers, safetensors, peft, triton, accelerate, datasets, gguf, and nltk.

What services does ktransformers use?

ktransformers uses blobfile, pyarrow, and Hugging Face.

Does ktransformers have tests?

Yes. ktransformers has 178 test files.

Which repos have a stack like ktransformers's?

The ones that share most of its stack:bojieli/ai-agent-book unslothai/unsloth vllm-project/vllm