Hardware-specific LLM serving configurations.

Stop guessing parameters. Generate production-ready deployments instantly.

RTX 4090
Qwen3-coder
MAX
Est. Throughput3.8k tok/s
Optimized
3 configs ·1 model·3 hardware platforms

Deploy Anywhere

Generate configs for leading inference engines.

Get Started

Install the CLI and generate your first config in seconds.

Install

$ pip install servingcard

Generate a config

$ servingcard generate qwen3-coder --gpu rtx4090
# writes serving-card.yaml to current directory

Validate

$ servingcard validate serving-card.yaml
Valid serving card for qwen3-coder on RTX 4090