qmd vs vllm
qmd and vllm share 8 technologies: Hugging Face, MCP, sentencepiece, transformers, peft, torch, datasets, and Pydantic. qmd is written in TypeScript and vllm in Python.
What they share and what sets them apart
tobi
qmd
mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local
TypeScript30.9kRead on November 7, 2026, at commit 86d2365What is qmd built with?Only in qmd
- SQLite
sqlite-vec
accelerate
- gguf
trl
- node-llama-cpp
trackio
yaml
- Zod
In common
vllm-project
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
Python96.6kRead on November 9, 2026, at commit 821851eWhat is vllm built with?Only in vllm
- FastAPI
- axum
- gitdb
- pyzmq
- Tokio
starlette
- Ray
- AIOHTTP
- tower
mkdocs-material
- indicatif
- AMD
apache-tvm-ffi
- auto-round-lib
- conch-triton-kernels
- cuda-bindings
- cuda-python
cupy-cuda12x
cupy-cuda13x
flashinfer-python
- humming-kernels
lm-format-enforcer
mooncake-transfer-engine
mooncake-transfer-engine-rocm
- NVIDIA
nvidia-cudnn-frontend
OpenAIopenai-harmony
- oss-harmony
- quack-kernels
- vllm-bench
- vllm-chat
- vllm-engine-core-client
- vllm-llm
- vllm-managed-engine
- vllm-parser
- vllm-proto
- vllm-server
- vllm-text
- vllm-tokenizer
- xgrammar-structural-tag
- einops
llm-multimodal
- compressed-tensors
safetensors
- triton
- mistral-common
xgrammar
partial-json-parser
torchvision
lmcache
torchaudio
timm
vllm-xpu-kernels
- runai-model-streamer
tokenizers
tokenspeed-mla
- llguidance
outlines-core
- tpu-inference
- fastokens
- fastsafetensors
- hf-hub
- instanttensor
- nixl
- riptoken
- tekken
- tensorizer
- tiktoken
- tiktoken-rs
- markdown
markupsafe
- mkdocs-material-extensions
parquet
- properdocs
- pymdown-extensions
selectolax
- xlsxwriter
pillow
- image
- jinja2
minijinja
- torchcodec
minijinja-contrib
- annotated-types
msgspec
validator
- jsonschema
- pydantic-core
- opentelemetry-api
- opentelemetry-semantic-conventions-ai
- python-json-logger
- vllm-metrics
- vllm-tracing
tracing
prometheus-client
psutil
tracing-futures
tracing-subscriber
- model-hosting-container-standards
- OpenTelemetry
- opentelemetry-sdk
- prometheus-fastapi-instrumentator
Side by side
qmdvllm
SizeLines written by people and agents, without generated ones; code files, without tests.
qmd62,234 lines written49 code files
vllm2,426,215 lines written3,378 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
qmd27.2% of its commits signed by AIWith Claude Code, Codex, Cursor, Warp, and GitHub Copilot
vllm13.4% of its commits signed by AIWith Claude Code, Codex, Gemini CLI, Cursor, GitHub Copilot, Devin, Mistral Vibe, CodeRabbit, Factory, and Qwen Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
qmdLast push October 15, 2026639 commits30,946 stars
vllmLast push November 9, 202624,920 commits96,584 stars
TestsThe files that test the code, and the share of code files a test imports.
qmd69 test files42.9% of its code files have a test that imports them
vllm2,469 test files60.9% of its code files have a test that imports them
Frequently asked questions
Which is bigger, qmd or vllm?
vllm, with 2,426,215 lines written; qmd has 62,234.
The proof: vllm-project/vllm's code at commit 821851e
Which has more GitHub stars, qmd or vllm?
vllm, with 96,584 stars; qmd has 30,946.
The proof: vllm-project/vllm on GitHub
Which has more tests, qmd or vllm?
vllm, with 2,469 test files; qmd has 69.
The proof: vllm-project/vllm's code at commit 821851e
Which was updated more recently, qmd or vllm?
vllm: its last push was on November 9, 2026, and qmd's on October 15, 2026.
The proof: vllm-project/vllm's commits on GitHub
Which has more commits signed by AI, qmd or vllm?
qmd: an AI signed 27.2% of its commits, with Claude Code, Codex, Cursor, Warp, and GitHub Copilot; in vllm, 13.4%.
The proof: the commits each tool signed in tobi/qmd
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