Factual package intelligence from PyPI

verbalized-sampling 0.1.3 package intelligence

A library for running controlled experiments with LLMs using different sampling methods

pip install verbalized-sampling

Current version
0.1.3
Python requirement
>=3.8
License
Apache-2.0
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
84.8 MiB
Release history
3 releases with files
Median release cadence
4 days

verbalized-sampling dependencies

PyPI declares 28 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. datasets
  2. google-genai
  3. litellm
  4. matplotlib >=3.7.0
  5. nltk
  6. numpy <2.0.0,>=1.24
  7. openai
  8. openrouter >=0.1.0
  9. rich >=13.0.0
  10. sacremoses
  11. scikit-learn
  12. scipy >=1.10.0
  13. seaborn
  14. torch
  15. tqdm >=4.65.0
  16. transformers
  17. typer >=0.9.0
  18. unidecode

The compact report shows 25 of 28 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

verbalized-sampling publishes 1 wheel and 1 source archive for version 0.1.3. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.8, 3.9.

Metadata completeness

PyPI does not currently declare: project URL. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 3 releases with files. The first dated release is ; 3 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

The project does not publish external project URLs in its PyPI metadata.