magma-core
Shared agent HTTP contracts, LLM workers, configuration, serialization, dataset export utilities, and robotics simulation abstractions for MAGMA.
Version 2.0.1 supports Python 3.12. The simulator-independent interface and the optional simulation dependencies are shipped in the same package. Simulation installation was checked on Linux x86_64; broader Python/platform support is not yet validated.
Description
HTTP protocol "2.0" covers both inference and coaching. Coaching sessions use LLM backends and optional log capture; their payloads retain all context fields.
Installation
Pip
pip install "magma_core==2.0.1" # Simulator-independent interface
pip install "magma_core[simulation]==2.0.1" # Includes simulation dependencies
For a local checkout, use pip install -e . or pip install -e ".[all]".
Extras add dependencies; they do not change which Python modules are shipped.
The default installation includes Torch, requests, PyYAML, Pydantic, and
typing_extensions, but does not require ManiSkill, SAPIEN, or Gymnasium.
Github
pip install "git+https://github.com/MAGMA-rob/magma-core.git@main"
Install a pinned release tag:
pip install "magma_core[simulation] @ git+https://github.com/MAGMA-rob/magma-core.git@v2.0.1"
Changelog
See CHANGELOG.md for release changes. Core is distributed under the BSD 2-Clause license.
Report problems through the issue tracker.
Metadata
Release files for magma-core 2.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| magma_core-2.0.1.tar.gz | 145.3 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| magma_core-2.0.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 302.5 kB
Release files / magma_core-2.0.1.tar.gz
| Download URL | magma_core-2.0.1.tar.gz |
|---|---|
| Size | 145.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
b7690a593a9a019624ca23a8ccbfdc35a35920b6bc3f3eb763a723355b6ffe36
|
|
BLAKE2b-256 checksum How to use checksums |
de68151568d71fa2beca1ccae028dfb99885199416cf07870c355e52e7e35f9e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 6, 2026.
Transparency logRelease files / magma_core-2.0.1-py3-none-any.whl
| Download URL | magma_core-2.0.1-py3-none-any.whl |
|---|---|
| Size | 157.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
952566824a39b4058ea82f080ffe0df0fd50f0bddbab73f391cccc36bbac8829
|
|
BLAKE2b-256 checksum How to use checksums |
c974323822a77452ec248bc371daf3b478c3857c0324fcf677aecbbe14ca4b89
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 6, 2026.
Transparency log