{"library":"spotty","title":"Spotty","type":"library","description":"Spotty is a tool for training deep learning models on AWS and GCP spot/preemptible instances. It manages cloud instance lifecycle, Docker container environment, and file syncing. Current version 1.3.3 (December 2023), with irregular releases approximately every 3-6 months.","language":"python","status":"active","last_verified":"Sat May 09","install":{"commands":["pip install spotty"],"cli":{"name":"spotty","version":"usage: spotty [-h] [-V] {start,stop,status,sh,run,exec,sync,download,aws} ..."}},"imports":["from spotty.providers.aws.instance import AwsInstance"],"auth":{"required":false,"env_vars":[]},"links":{"homepage":"https://spotty.cloud","github":"https://github.com/spotty-cloud/spotty","docs":null,"changelog":null,"pypi":"https://pypi.org/project/spotty/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null},"quickstart":{"code":"cd my_project\nspotty init --provider aws\nspotty start  # starts EC2 instance\nspotty sh     # SSH into instance\nspotty stop   # stops instance (retains volumes by default)\nspotty run \"python train.py\"  # syncs project and runs command","lang":"bash","description":"Initialize a Spotty project, start a cloud instance, and run training scripts.","tag":null,"tag_description":null,"last_tested":null,"results":[]},"compatibility":null}