Show HN: Willitrun – check if any ML model runs on any device (benchmark-backed)

Category: ai-ml

Tags: machine-learning, benchmark, cli, hardware-compatibility, model-deployment

Score: 7.0/10 (Innovation: 7, Technical: 6, Documentation: 8, Utility: 7)

Willitrun is a CLI tool that predicts whether a specific ML model will run on a given hardware device by combining a database of real benchmarks with FLOPs/TFLOPS scaling estimation. It's interesting because it addresses a practical deployment pain point across edge, cloud, and consumer hardware with a data-driven, offline-capable approach.

Target audience: ml-engineers, data-scientists, devops, edge-developers

Repository: https://github.com/smoothyy3/willitrun · Python

View on Hacker News