Port details
py-peft Parameter-Efficient Fine-Tuning (PEFT)
0.21.2 misc Σ 0.19.1Version of this port present on the latest quarterly branch. Maintainer: yuri@FreeBSD.org Port Added: 2025-09-19 02:09:10Last Update: 2026-10-22 21:55:26Commit Hash: 3a49988 Also Listed In: python License: APACHE20WWW: https://huggingface.co/docs/peft/index https://github.com/huggingface/peft Description: # The peft module contains state-of-the-art Parameter-Efficient Fine-Tuning
(PEFT) methods.
Fine-tuning large pretrained models is often prohibitively costly due to their
scale. Parameter-Efficient Fine-Tuning (PEFT) methods enable efficient
adaptation of large pretrained models to various downstream applications by only
fine-tuning a small number of (extra) model parameters instead of all the
model's parameters. This significantly decreases the computational and storage
costs. Recent state-of-the-art PEFT techniques achieve performance comparable to
fully fine-tuned models.
PEFT is integrated with Transformers for easy model training and inference,
Diffusers for conveniently managing different adapters, and Accelerate for
distributed training and inference for really big models. Manual pages: # FreshPorts has no man page information for this port.
pkg-plist: make generate-plist # There is no configure plist information for this port. USE_RC_SUBR (Service Scripts)
no SUBR information found for this port
Dependency lines :
${PYTHON_PKGNAMEPREFIX}peft>0:misc/py-peft@${PY_FLAVOR} To install the port : # cd /usr/ports/misc/py-peft/ && make install clean To add the package , run one of these commands: pkg install misc/py-peft pkg install py312-peft py312-peft listed in the above command, you can pick from the names under the Packages section.PKGNAME: py312-peft Package flavors (<flavor>: <package> ) # distinfo: # TIMESTAMP = 1792657199
SHA256 (peft-0.21.2.tar.gz) = b803ccfb3f3f316004d850284306687833a2235ea278fb56abc856203456142e
SIZE (peft-0.21.2.tar.gz) = 983614
Packages (timestamps in pop-ups are UTC): #
Dependencies # NOTE: FreshPorts displays only information on required and default dependencies. Optional dependencies are not covered. Build dependencies: #
py312-setuptools>=63.1.0 : devel/py-setuptools@py312 python3.12 : lang/python312
Test dependencies: #
py312-datasets>0 : misc/py-datasets@py312 py312-diffusers>0 : misc/py-diffusers@py312 py312-parameterized>0 : devel/py-parameterized@py312 py312-protobuf>0 : devel/py-protobuf@py312 py312-pytest-cov>0 : devel/py-pytest-cov@py312 py312-pytest-xdist>0 : devel/py-pytest-xdist@py312 py312-scipy>0 : science/py-scipy@py312 py312-sentencepiece>0 : textproc/py-sentencepiece@py312 py312-pytest>=7,1 : devel/py-pytest@py312 python3.12 : lang/python312
Runtime dependencies: #
py312-accelerate>=0.21.0 : misc/py-accelerate@py312 py312-huggingface-hub>=0.25.0 : misc/py-huggingface-hub@py312 py312-numpy>=1.17 : math/py-numpy@py312 py312-packaging>=20.0 : devel/py-packaging@py312 py312-psutil>0 : sysutils/py-psutil@py312 py312-pytorch>=1.13.0 : misc/py-pytorch@py312 py312-pyyaml>0 : devel/py-pyyaml@py312 py312-safetensors>0 : misc/py-safetensors@py312 py312-tqdm>0 : misc/py-tqdm@py312 py312-transformers>0 : misc/py-transformers@py312 python3.12 : lang/python312
This port is required by: # for Test #
misc/py-accelerate Configuration Options : # No options to configure Options name : # misc_py-peft USES: # python
pkg-message: # FreshPorts was unable to extract/find any pkg message Master Sites: #
Number of commits found: 9 #
Commit History - (may be incomplete: for full details, see links to repositories near top of page) Commit Credits Log message 0.21.2 Yuri Victorovich (yuri) misc/py-peft: update 0.19.1 → 0.21.2 0.19.1 Yuri Victorovich (yuri) misc/py-peft: update 0.19.0 → 0.19.1 0.19.0_1 Max Brazhnikov (makc) */*: bump PORTREVISION after switching to NumPy 2.x 0.19.0 Max Brazhnikov (makc) */*: Switch to NumPy 2.x
PR: 294328
Exp-run: antoine 0.19.0 Yuri Victorovich (yuri) misc/py-peft: update 0.17.1 → 0.19.0 0.17.1_2 Charlie Li (vishwin) python.mk: retire ${PYNUMPY}
With both math/py-numpy (2) and math/py-numpy1, the variable stopped
making sense. Also remove the upper version bound. 0.17.1_2 Charlie Li (vishwin) math/py-numpy: switch all consumers to math/py-numpy1
...and bump PORTREVISIONs of consumers with hard RUN_DEPENDS
PR: 281470 0.17.1_1 Vsevolod Stakhov (vsevolod) security/libsodium: Update to 1.0.21
The API remains compatible but bumping all dependent ports as SHLIB
has changed.
Changelog: https://github.com/jedisct1/libsodium/releases/tag/1.0.21-RELEASE
Security: https://00f.net/2025/12/30/libsodium-vulnerability/
PR: 279347 0.17.1 Yuri Victorovich (yuri) misc/py-peft: New port: Parameter-Efficient Fine-Tuning (PEFT)
Number of commits found: 9
