Skip to main content

Generalized autonomous ML research framework

Project description

autoresearchstudio

Generalized autonomous ML research framework. Inspired by Karpathy's autoresearch.

Install

pip install autoresearchstudio

Quick start

# Initialize a project (use --from-template karpathy for LLM pretraining)
ars init

# Edit autoresearch.yaml to match your project

# Start a run
ars setup --tag mar21

# The AI agent then uses these commands in a loop:
ars run --description "baseline"
ars log --description "baseline"
ars judge

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

autoresearchstudio-0.4.5.tar.gz (18.7 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

autoresearchstudio-0.4.5-py3-none-any.whl (22.6 kB view details)

Uploaded Python 3

File details

Details for the file autoresearchstudio-0.4.5.tar.gz.

File metadata

  • Download URL: autoresearchstudio-0.4.5.tar.gz
  • Upload date:
  • Size: 18.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.13.5

File hashes

Hashes for autoresearchstudio-0.4.5.tar.gz
Algorithm Hash digest
SHA256 3f348800e10be36c86a0ce988e03fd91dc04fef332f8ab7e70625be34a288407
MD5 bbb13d02064d047197ce99fb2cd45b01
BLAKE2b-256 78b45f9823462bdea4a947b7bb5c1c35f8eb8aa7949c0b5decb232af6e2ecbd9

See more details on using hashes here.

File details

Details for the file autoresearchstudio-0.4.5-py3-none-any.whl.

File metadata

File hashes

Hashes for autoresearchstudio-0.4.5-py3-none-any.whl
Algorithm Hash digest
SHA256 dd834a9715c060df9688e802eea3691c5a8d62c6de81dc2d5ae76b33d74f3c0d
MD5 d6799924c7cc2161ed2867a112ccd543
BLAKE2b-256 c694e73b68104dffd3a54dff7f28c4dc9bdba66b7c1643d5077741b4591f92bd

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page