Sentence-Transformers
Overview
Installation
Quickstart
Pretrained Models
Pretrained Cross-Encoders
Publications
Hugging Face 🤗
Usage
Computing Sentence Embeddings
Semantic Textual Similarity
Embedding Quantization
Semantic Search
Retrieve & Re-Rank
Clustering
Paraphrase Mining
Translated Sentence Mining
Cross-Encoders
Image Search
Training
Training Overview
Loss Overview
Matryoshka Embeddings
Adaptive Layers
Multilingual-Models
Model Distillation
Cross-Encoders
Augmented SBERT
Training Datasets
Training Examples
Semantic Textual Similarity
Natural Language Inference
Paraphrase Data
Quora Duplicate Questions
MS MARCO
Unsupervised Learning
Unsupervised Learning
Domain Adaptation
Package Reference
SentenceTransformer
util
quantization
Models
Losses
Evaluation
Datasets
cross_encoder
Sentence-Transformers
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Index
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Index
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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W
A
AdaptiveLayerLoss (class in sentence_transformers.losses)
AnglELoss (class in sentence_transformers.losses)
Asym (class in sentence_transformers.models)
B
BatchAllTripletLoss (class in sentence_transformers.losses)
BatchHardSoftMarginTripletLoss (class in sentence_transformers.losses)
BatchHardTripletLoss (class in sentence_transformers.losses)
BatchSemiHardTripletLoss (class in sentence_transformers.losses)
BinaryClassificationEvaluator (class in sentence_transformers.evaluation)
BoW (class in sentence_transformers.models)
C
CachedGISTEmbedLoss (class in sentence_transformers.losses)
CachedMultipleNegativesRankingLoss (class in sentence_transformers.losses)
CEBinaryAccuracyEvaluator (class in sentence_transformers.cross_encoder.evaluation)
CEBinaryClassificationEvaluator (class in sentence_transformers.cross_encoder.evaluation)
CECorrelationEvaluator (class in sentence_transformers.cross_encoder.evaluation)
CEF1Evaluator (class in sentence_transformers.cross_encoder.evaluation)
CERerankingEvaluator (class in sentence_transformers.cross_encoder.evaluation)
CESoftmaxAccuracyEvaluator (class in sentence_transformers.cross_encoder.evaluation)
CNN (class in sentence_transformers.models)
community_detection() (in module sentence_transformers.util)
ContrastiveLoss (class in sentence_transformers.losses)
ContrastiveTensionLoss (class in sentence_transformers.losses)
ContrastiveTensionLossInBatchNegatives (class in sentence_transformers.losses)
cos_sim() (in module sentence_transformers.util)
CoSENTLoss (class in sentence_transformers.losses)
CosineSimilarityLoss (class in sentence_transformers.losses)
CrossEncoder (class in sentence_transformers.cross_encoder)
D
DenoisingAutoEncoderDataset (class in sentence_transformers.datasets)
DenoisingAutoEncoderLoss (class in sentence_transformers.losses)
Dense (class in sentence_transformers.models)
device() (sentence_transformers.SentenceTransformer property)
dot_score() (in module sentence_transformers.util)
E
EmbeddingSimilarityEvaluator (class in sentence_transformers.evaluation)
encode() (sentence_transformers.SentenceTransformer method)
,
[1]
encode_multi_process() (sentence_transformers.SentenceTransformer method)
evaluate() (sentence_transformers.SentenceTransformer method)
F
fit() (sentence_transformers.cross_encoder.CrossEncoder method)
(sentence_transformers.SentenceTransformer method)
,
[1]
G
get_max_seq_length() (sentence_transformers.SentenceTransformer method)
get_sentence_embedding_dimension() (sentence_transformers.SentenceTransformer method)
GISTEmbedLoss (class in sentence_transformers.losses)
H
http_get() (in module sentence_transformers.util)
I
InformationRetrievalEvaluator (class in sentence_transformers.evaluation)
L
LabelAccuracyEvaluator (class in sentence_transformers.evaluation)
LSTM (class in sentence_transformers.models)
M
MarginMSELoss (class in sentence_transformers.losses)
Matryoshka2dLoss (class in sentence_transformers.losses)
MatryoshkaLoss (class in sentence_transformers.losses)
max_seq_length() (sentence_transformers.SentenceTransformer property)
MegaBatchMarginLoss (class in sentence_transformers.losses)
module
sentence_transformers.quantization
sentence_transformers.util
MSEEvaluator (class in sentence_transformers.evaluation)
MSEEvaluatorFromDataFrame (class in sentence_transformers.evaluation)
MSELoss (class in sentence_transformers.losses)
MultipleNegativesRankingLoss (class in sentence_transformers.losses)
MultipleNegativesSymmetricRankingLoss (class in sentence_transformers.losses)
N
NoDuplicatesDataLoader (class in sentence_transformers.datasets)
Normalize (class in sentence_transformers.models)
O
OnlineContrastiveLoss (class in sentence_transformers.losses)
P
ParallelSentencesDataset (class in sentence_transformers.datasets)
paraphrase_mining() (in module sentence_transformers.util)
,
[1]
ParaphraseMiningEvaluator (class in sentence_transformers.evaluation)
Pooling (class in sentence_transformers.models)
predict() (sentence_transformers.cross_encoder.CrossEncoder method)
push_to_hub() (sentence_transformers.cross_encoder.CrossEncoder method)
(sentence_transformers.SentenceTransformer method)
Q
quantize_embeddings() (in module sentence_transformers.quantization)
R
rank() (sentence_transformers.cross_encoder.CrossEncoder method)
RerankingEvaluator (class in sentence_transformers.evaluation)
S
save() (sentence_transformers.cross_encoder.CrossEncoder method)
(sentence_transformers.SentenceTransformer method)
save_pretrained() (sentence_transformers.cross_encoder.CrossEncoder method)
semantic_search() (in module sentence_transformers.util)
,
[1]
semantic_search_faiss() (in module sentence_transformers.quantization)
semantic_search_usearch() (in module sentence_transformers.quantization)
sentence_transformers.quantization
module
sentence_transformers.util
module
SentenceEvaluator (class in sentence_transformers.evaluation)
SentenceLabelDataset (class in sentence_transformers.datasets)
SentenceTransformer (class in sentence_transformers)
,
[1]
,
[2]
SequentialEvaluator (class in sentence_transformers.evaluation)
set_pooling_include_prompt() (sentence_transformers.SentenceTransformer method)
smart_batching_collate() (sentence_transformers.SentenceTransformer method)
SoftmaxLoss (class in sentence_transformers.losses)
start_multi_process_pool() (sentence_transformers.SentenceTransformer method)
,
[1]
stop_multi_process_pool() (sentence_transformers.SentenceTransformer static method)
T
tokenize() (sentence_transformers.SentenceTransformer method)
tokenizer() (sentence_transformers.SentenceTransformer property)
Transformer (class in sentence_transformers.models)
TranslationEvaluator (class in sentence_transformers.evaluation)
TripletEvaluator (class in sentence_transformers.evaluation)
TripletLoss (class in sentence_transformers.losses)
truncate_embeddings() (in module sentence_transformers.util)
truncate_sentence_embeddings() (sentence_transformers.SentenceTransformer method)
W
WeightedLayerPooling (class in sentence_transformers.models)
WordEmbeddings (class in sentence_transformers.models)
WordWeights (class in sentence_transformers.models)