Skip to main content

Karotte 🥕

Karotte is an open-source framework for building robust RL environments, made by Preference Model.

Documentation: karotte.dev

Install

Karotte needs Python 3.12+ and uv. Runs go into a VM by default: Apple container on macOS, Firecracker on Linux. docker or podman work too. See Installation and Runtimes for what each needs.

uv tool install karotte

Quick start

Create an environment from the default template and run its example task:

karotte create-env my_env
cd my_env
uv sync --extra dev
uv run setup_data.py
export ANTHROPIC_API_KEY=...
uv run karotte run --task example-task --model anthropic/claude-opus-5-5

karotte run builds the image, runs the task, and writes the transcript to out/transcript.json. karotte dashboard out/ shows it. The quick start explains each step, and Writing tasks shows how to add your own.

Development

just lint
just test
just test-template default

Every merge to main is released. See Developing Karotte.

License

Karotte is under the MIT license. The templates in src/karotte/templates/ are under MIT No Attribution (MIT-0), so environments created from them need no license notice.

Third-party software in built images

Images built from the templates contain third-party software under its own licenses. They are based on Amazon Linux 2023. The language-toolchains template installs GPL and LGPL software (gcc, GnuCOBOL, GNU Prolog, Free Pascal, the libraries bundled with Julia, and others), Amazon Corretto (GPL-2.0 with the Classpath Exception) and Clojure (EPL-1.0) for the languages you enable. Mojo, off by default, has its own license terms; check them for the version you enable. If you distribute a built image, you're responsible for complying with the licenses of the software in it.

Metadata

Release files for karotte 3.0.48

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for karotte 3.0.48
File Size Uploaded
karotte-3.0.48.tar.gz 394.9 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for karotte 3.0.48
File Interpreter ABI Platform
karotte-3.0.48-py3-none-any.whl Python 3 none any Details

Total release size: 884.4 kB

Release files / karotte-3.0.48.tar.gz

Download URL karotte-3.0.48.tar.gz
Size 394.9 kB
Tags Source
SHA-256 checksum
How to use checksums
621ace27bdeabfd9648d5f1d7a1dade82e1190ed0a53dc0a7fe93abfdb43ab26
BLAKE2b-256 checksum
How to use checksums
817722bd9c319e9d58eb8732e7a063e45dc4ec6fe8cd845e9322fe740f704fa3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / karotte-3.0.48-py3-none-any.whl

Download URL karotte-3.0.48-py3-none-any.whl
Size 489.5 kB
Tags Python 3
SHA-256 checksum
How to use checksums
8fcc571977578a253684e4536e2a9a88395012b1fd90e589a0347c4c003a1901
BLAKE2b-256 checksum
How to use checksums
37f07faaa40ba88c5e7523615b465de88e887a71052b74d58508965b7b20b78d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release history Release notifications | RSS feed

This release

3.0.48 This release

2 release files

3.0.9

2 release files

3.0.7

2 release files

3.0.6

2 release files

3.0.5

2 release files

3.0.4

2 release files

0.0.1

1 release file

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page