title	Kernel Writer
aemoji	🧠
colorFrom	blue
colorTo	indigo
sdk	gradio
sdk_version	4.44.1
app_file	app.py
pinned	false

Kernel Writer

CUDA kernel optimization

Run locally

pip install -r requirements.txt
python app.py

OpenEnv API is served at /reset, /step, /state, and the Gradio UI is at /ui.

Hugging Face Space setup

Set the OpenAI key in Space Settings → Variables and secrets as:

• OPENAI_API_KEY

Optional:

• MODEL_NAME (default: gpt-5.4)
• API_BASE_URL (default: https://api.openai.com/v1)

Submission validation

Use the validator script with the runtime URL:

chmod +x scripts/validate-submission.sh
./scripts/validate-submission.sh https://aaloksan-kernel.hf.space .