Skip to main content

Deriva (development and benchmarking)

Everything in Deriva, plus benchmarking.

deriva-dev installs Deriva Studio, the command line tool and the benchmarking system: repeated runs across repositories and LLMs, consistency and answer stability per step, the differences between runs traced back to the prompts and answers that caused them, and complete log bundles for each session.

uv tool install --python 3.14 deriva-dev
deriva                      # the studio, with its Benchmark mode
deriva-cli benchmark run --repos my-repo --models my-model -n 3 -v
deriva-cli benchmark analyze <session>

To reproduce a published release exactly, install it with the constraints.txt from its GitHub release:

uv tool install --python 3.14 deriva-dev==0.8.0 -c constraints.txt
  • Keeps its files in ~/.deriva (DERIVA_HOME moves it).
  • Install it as a tool or in its own environment: its Python package is named deriva, like ISI's deriva-py, and the two cannot share an environment.

Documentation: https://docs.deriva.dev. Source and releases: https://github.com/StevenBtw/deriva

Deriva is part of a research project on AI-assisted domain modeling. License: AGPL-3.0-or-later.

Metadata

Release files for deriva-dev 0.8.7

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

Source distribution (sdist)

Source distribution for deriva-dev 0.8.7
File Size Uploaded Provenance
deriva_dev-0.8.7.tar.gz 106.1 kB With provenance Details

Built distribution (wheel)

Table of built distributions (wheels) for deriva-dev 0.8.7
File Interpreter ABI Platform
deriva_dev-0.8.7-py3-none-any.whl Python 3 none any Details

Total release size: 219.2 kB

Release files / deriva_dev-0.8.7.tar.gz

Download URL deriva_dev-0.8.7.tar.gz
Size 106.1 kB
Tags Source
SHA-256 checksum
How to use checksums
0f68a2fddfd4417d91313989a5d4225030c030ae7f2db603c6fe680d944a9183
BLAKE2b-256 checksum
How to use checksums
7c568618c30604042a282a94d9ca3a75e861ec5b3593f39bc1cf1629cefec315
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.13.5 {"installer":{"name":"uv","version":"0.13.5","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}

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 23, 2026.

Transparency log

Release files / deriva_dev-0.8.7-py3-none-any.whl

Download URL deriva_dev-0.8.7-py3-none-any.whl
Size 113.1 kB
Tags Python 3
SHA-256 checksum
How to use checksums
dca152d0500708d2e34110f175b452a04297c17e840b499f4e434a9f9fa2e420
BLAKE2b-256 checksum
How to use checksums
6f82e8c94aef32186e301d11ad45fb75781585e2184ad6819f23b5eed26150f3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.13.5 {"installer":{"name":"uv","version":"0.13.5","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}

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 23, 2026.

Transparency log

Security for deriva-dev 0.8.7

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.

Full provenance

All 2 files in this release have been uploaded with provenance metadata.

Select from 2 files

Attestation for deriva_dev-0.8.7.tar.gz

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 23, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

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