From: bespokelabsai <github.com/bespokelabsai>Newsgroups: alt.freeweights.toolsSubject:

Curator

Release: v0.1.31 (2026-10-25)Commit: 8f05263License: Apache-2.0

Synthetic data curation for post-training and structured data extraction

data and documentsv0.1.31releaseCuratorPythonApache-2.0

FactsLicenseApache-2.0LanguagePythonKinddata and documentsRelease2026-10-25PlatformsLinux, macOS, WindowsLinks to the projectpermissive

$ pip install bespokelabs-curator

Overview Install Use with Freeweights License Provenance

Overview

Builds synthetic datasets and runs batch data pipelines with any model.

Kind: data and documents
License: Apache-2.0
Language: Python
Platforms: Linux, macOS, Windows
Latest release: v0.1.31 (2026-10-25)
Repository: bespokelabsai/curator

Topicsagentsdeep-learningfine-tuninginstruction-tuningllmmachine-learningnatural-language-processingpromptpythonsynthetic-datasynthetic-dataset-generation

Freeweights links to the project and does not host tool binaries.

Install

$ pip install bespokelabs-curator

$ pip install bespokelabs-curator

Checked against the project's README on 2026-11-15. The project's own instructions win when they differ: install docs

Freeweights links to the project and does not host tool binaries.

Use with Freeweights

Use a catalog model

Download the weights from Freeweights first (HF_ENDPOINT or fw.py), then point the tool at the folder.

Catalog models it can run (10)

code_generation_lite tulu-3-sft-mixture fineweb-edu gsm8k hh-rlhf MMLU-Pro oasst2 openai_humaneval ultrafeedback_binarized WildChat-4.8M

License

License: Apache-2.0
Class: Permissive

Read the license

Freeweights links to the project and does not host tool binaries.

Provenance

From: bespokelabsai <github.com/bespokelabsai>Newsgroups: alt.freeweights.toolsSubject: CuratorRelease: v0.1.31 (2026-10-25)Commit: 8f05263License: Apache-2.0

Repository: bespokelabsai/curator
Pinned release: v0.1.31, 2026-10-25
Release commit: 8f0526353dd25cfa0d8be43ccc7f39e6bd56fb5f
Default branch: main fab184b26578429568c39c6b1e6b1d67e1650ae1
Fetched: 2026-11-15
Takedowns: None.

Freeweights links to the project and does not host tool binaries.

Get it

Install Project repository

Works with

10 catalog models. See the list