misc/py-sentence-transformers 6.1.0 FreeBSD

PyTorch: Ready to use implementations of generative models

System: FreeBSD
Repository: FreeBSD ports
Maintainer: [email protected]
Last update: 2026-10-11
Commit: 88433f027f
License: APACHE20
Categories: misc

Description

This framework provides an easy method to compute embeddings for accessing, using, and training state-of-the-art embedding and reranker models. It can be used to compute embeddings using Sentence Transformer models (quickstart), to calculate similarity scores using Cross-Encoder (a.k.a. reranker) models (quickstart) or to generate sparse embeddings using Sparse Encoder models (quickstart). This unlocks a wide range of applications, including semantic search, semantic textual similarity, and paraphrase mining.

In the other systems

System

Port

Version

FreeBSD

misc/py-sentence-transformers

6.1.0

HardenedBSD

misc/py-sentence-transformers

6.0.1

Install

Binary package:

pkg install py312-sentence-transformers

From the ports tree:

cd /usr/ports/misc/py-sentence-transformers/ && make install clean

To depend on this port in another port's Makefile:

RUN_DEPENDS=	py312-sentence-transformers>0:misc/py-sentence-transformers

Packages

The version each package repository carries. “-” means the repository builds no package of it, “n/a” that there is no such repository.

Repository	aarch64	amd64	armv6	armv7	i386
FreeBSD:14:latest	-	6.1.0	-	-	-
FreeBSD:14:quarterly	-	6.0.1	n/a	-	-
FreeBSD:15:latest	-	6.1.0	n/a	-	-
FreeBSD:15:quarterly	-	6.0.1	n/a	n/a	n/a
FreeBSD:16:latest	-	6.1.0	n/a	n/a	n/a
FreeBSD:16:quarterly	n/a	n/a	n/a	n/a	n/a

Dependencies

As this port's Makefile names them.

Build 1

${PYTHON_PKGNAMEPREFIX}wheel>0 : devel/py-wheel

Runtime 9

${PYTHON_PKGNAMEPREFIX}huggingface-hub>=1.3.0 : misc/py-huggingface-hub
${PYTHON_PKGNAMEPREFIX}numpy>=1.24.0 : math/py-numpy
${PYTHON_PKGNAMEPREFIX}pytorch>=2.2.0 : misc/py-pytorch
${PYTHON_PKGNAMEPREFIX}scikit-learn>=1.1.0 : science/py-scikit-learn
${PYTHON_PKGNAMEPREFIX}scipy>=1.0.0 : science/py-scipy
${PYTHON_PKGNAMEPREFIX}tqdm>=4.0.0 : misc/py-tqdm
${PYTHON_PKGNAMEPREFIX}transformers>=5.0.0 : misc/py-transformers
${PYTHON_PKGNAMEPREFIX}typing-extensions>=4.10.0 : devel/py-typing-extensions
${PYTHON_PKGNAMEPREFIX}tokenizers>=0.19 : textproc/py-tokenizers

The full lists below include those, and their dependencies in turn.

Build dependencies 16

Run dependencies 480

The first 100 are listed.

Required by 3

Configuration

No options to configure.

USES: python dos2unix
Service scripts: none

Files

distinfo 1

File

Size

SHA256

sentence_transformers-6.1.0.tar.gz

576566

299025df51550dc1a38f05be27a9b0bf881c4e5e70542b3b7757d05e00aa3868

Master sites 1

PYPI

Commit history 3

Date Commit Credits Log message

2026-10-11 88433f027f Yuri Victorovich misc/py-sentence-transformers: update 6.0.1 → 6.1.0

2026-09-09 175804c664 Yuri Victorovich misc/py-sentence-transformers: update 5.6.1 → 6.0.1

2026-07-26 f7ea54ffde Yuri Victorovich misc/py-sentence-transformers: update 5.3.0 → 5.6.1