From: 567-labs <github.com/567-labs>Newsgroups: alt.freeweights.toolsSubject:

Instructor

Release: v1.17.0 (2026-09-09)Commit: f539bf2License: MIT

Gets validated, typed objects out of language models using Pydantic.

agents and gatewaysv1.17.0releaseInstructorPythonMIT

FactsLicenseMITLanguagePythonKindagents and gatewaysRelease2026-09-09PlatformsLinux, macOS, WindowsLinks to the projectpermissive

$ pip install instructor

Overview Install Use with Freeweights License Provenance

Overview

Gets validated, typed objects out of language models using Pydantic.

Kind: agents and gateways
License: MIT
Language: Python
Platforms: Linux, macOS, Windows
Latest release: v1.17.0 (2026-09-09)
Repository: 567-labs/instructor

Topicsopenaiopenai-function-calliopenai-functionspydantic-v2pythonvalidation

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

Install

$ pip install instructor

$ pip install instructor

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 (4926)

135M-lc-100k-rope-12B a2-rl-e2egit_large-50-32B Accio-Lab_occamy-1.0-GGUF AesCode-32B AesCode-32B-GGUF AesCode-8B AesCode-8B-GGUF AFM-4.5B AFM-4.5B-Base AFM-4.5B-ONNX AgentCPM-Report agentica-org_DeepCoder-14B-Preview-GGUF agentica-org_DeepScaleR-1.5B-Preview-GGUF agentica-org_DeepSWE-Preview-GGUF Agents-A1-4B AI21-Jamba-Reasoning-3B AI21-Jamba2-Mini ai21labs_AI21-Jamba-Reasoning-3B-GGUF ai21labs_AI21-Jamba2-Mini-GGUF ai9stars_G9v3-3B-GGUF alamios_Mistral-Small-3.1-DRAFT-0.5B-GGUF AlchemistCoder-L-7B AlchemistCoder-L-7B-GGUF Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r128 Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r64 Alexandria-Gemma-4-12B-it-Qwen27-Knowledge-Units-LoRA-r128 Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r128 Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r64 Alexandria-Gemma-4-E4B-it-Qwen27-Knowledge-Units-LoRA-r128 Alibaba-NLP_Tongyi-DeepResearch-30B-A3B-GGUF ALLaM-7B-Instruct-preview allenai_Olmo-3-7B-Instruct-GGUF allenai_Olmo-3-7B-Think-GGUF allenai_Olmo-3.1-32B-Instruct-GGUF allenai_Olmo-3.1-32B-Think-GGUF allenai_olmOCR-2-7B-1025-GGUF allenai_olmOCR-7B-0225-preview-GGUF AM-Thinking-v1 AM-Thinking-v1-GGUF AMD-OLMo-1B AMD-OLMo-1B AMD-OLMo-1B-SFT AMD-OLMo-1B-SFT AMD-OLMo-1B-SFT-DPO AMD-OLMo-1B-SFT-DPO AMD-OLMo-1B-SFT-DPO-GGUF AMD-OLMo-1B-SFT-GGUF Apertus-70B-2509 Apertus-70B-Instruct-2509 Apertus-70B-Instruct-2509-GGUF Apertus-8B-2509 Apertus-8B-Instruct-2509 Apertus-8B-Instruct-2509-GGUF Apertus-8B-Instruct-2509-ONNX Apertus-8B-Instruct-2509-unsloth-bnb-4bit Apertus-v1.1-0.5B Apertus-v1.1-0.5B-Instruct Apertus-v1.1-0.5B-Instruct-ONNX Apertus-v1.1-0.5B-Instruct-QAD-INT4-ONNX Apertus-v1.1-1.5B

and 4866 more.

License

License: MIT
Class: Permissive

Read the license

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

Provenance

From: 567-labs <github.com/567-labs>Newsgroups: alt.freeweights.toolsSubject: InstructorRelease: v1.17.0 (2026-09-09)Commit: f539bf2License: MIT

Repository: 567-labs/instructor
Pinned release: v1.17.0, 2026-09-09
Release commit: f539bf2bf43ef4d1cb4e2a405751d6a8815ce05f
Default branch: main 1e85ddf38807084182aeefb5bb67f4deee821163
Fetched: 2026-11-15
Takedowns: None.

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

Get it

Install Project repository

Works with

4926 catalog models. See the list