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Subject: [bug#73115] [PATCH] gnu: Add python-sentence-transformers.
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* gnu/packages/machine-learning.scm (python-sentence-transformers): New variable.
Change-Id: Iedab56f6c2bdde12e654ba67695cd996122bdb0b
---
gnu/packages/machine-learning.scm | 54 +++++++++++++++++++++++++++++++
1 file changed, 54 insertions(+)
diff --git a/gnu/packages/machine-learning.scm b/gnu/packages/machine-learning.scm
index 42842d7d61..b2da07e8f0 100644
--- a/gnu/packages/machine-learning.scm
+++ b/gnu/packages/machine-learning.scm
@@ -1239,6 +1239,60 @@ (define-public python-sentencepiece
unsupervised text tokenizer.")
(license license:asl2.0)))
+(define-public python-sentence-transformers
+ (package
+ (name "python-sentence-transformers")
+ (version "3.0.1")
+ (source
+ (origin
+ (method url-fetch)
+ (uri (pypi-uri "sentence_transformers" version))
+ (sha256
+ (base32 "1xmzbyrlp6wa7adf42n67c544db17nz95b10ri603lf4gi9jqgca"))))
+ (build-system pyproject-build-system)
+ (arguments
+ (list
+ #:test-flags `(list
+ ;; Missing fixture / train or test data.
+ ;; Requires internet access.
+ "--ignore=tests/test_sentence_transformer.py"
+ "--ignore=tests/test_train_stsb.py"
+ "--ignore=tests/test_compute_embeddings.py"
+ "--ignore=tests/test_cross_encoder.py"
+ "--ignore=tests/test_model_card_data.py"
+ "--ignore=tests/test_multi_process.py"
+ "--ignore=tests/test_pretrained_stsb.py"
+ "-k" ,(string-append
+ "not test_LabelAccuracyEvaluator"
+ " and not test_ParaphraseMiningEvaluator"
+ " and not test_cmnrl_same_grad"
+ " and not test_paraphrase_mining"
+ " and not test_simple_encode"))))
+ (propagated-inputs (list python-huggingface-hub
+ python-numpy
+ python-pillow
+ python-scikit-learn
+ python-scipy
+ python-pytorch
+ python-tqdm
+ python-transformers))
+ (native-inputs (list python-pytest))
+ (home-page "https://www.SBERT.net")
+ (synopsis "Multilingual text embeddings")
+ (description "This framework provides an easy method to compute dense
+vector representations for sentences, paragraphs, and images. The models are
+based on transformer networks like BERT / RoBERTa / XLM-RoBERTa and achieve
+state-of-the-art performance in various tasks. Text is embedded in vector
+space such that similar text are closer and can efficiently be found using
+cosine similarity.
+
+This package provides easy access to pretrained models for more than 100
+languages, fine-tuned for various use-cases.
+
+Further, this framework allows an easy fine-tuning of custom embeddings
+models, to achieve maximal performance on your specific task.")
+ (license license:asl2.0)))
+
(define-public python-spacy-legacy
(package
(name "python-spacy-legacy")
--
2.45.2
Content-Disposition: inline Content-Transfer-Encoding: quoted-printable MIME-Version: 1.0 X-Mailer: MIME-tools 5.505 (Entity 5.505) Content-Type: text/plain; charset=utf-8 X-Loop: help-debbugs@HIDDEN From: help-debbugs@HIDDEN (GNU bug Tracking System) To: Nicolas Graves <ngraves@HIDDEN> Subject: bug#73115: Acknowledgement ([PATCH] gnu: Add python-sentence-transformers.) Message-ID: <handler.73115.B.172575419420270.ack <at> debbugs.gnu.org> References: <20240908000927.29091-1-ngraves@HIDDEN> X-Gnu-PR-Message: ack 73115 X-Gnu-PR-Package: guix-patches X-Gnu-PR-Keywords: patch Reply-To: 73115 <at> debbugs.gnu.org Date: Sun, 08 Sep 2024 00:10:02 +0000 Thank you for filing a new bug report with debbugs.gnu.org. This is an automatically generated reply to let you know your message has been received. Your message is being forwarded to the package maintainers and other interested parties for their attention; they will reply in due course. Your message has been sent to the package maintainer(s): guix-patches@HIDDEN If you wish to submit further information on this problem, please send it to 73115 <at> debbugs.gnu.org. Please do not send mail to help-debbugs@HIDDEN unless you wish to report a problem with the Bug-tracking system. --=20 73115: https://debbugs.gnu.org/cgi/bugreport.cgi?bug=3D73115 GNU Bug Tracking System Contact help-debbugs@HIDDEN with problems
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