huggingface/sentence-transformers

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State-of-the-Art Embeddings, Retrieval, and Reranking

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Forks: 2.9k
Open beginner issues: 1
Indexed issues: 1.3k
Avg merge: 1d 19h
Merged PRs (30d): 61

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 15, 2026
Latest indexed: Sep 17, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

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1270 open issues indexed

Unexpected high similarity Open

huggingface/sentence-transformers#14 · 10 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
How to use LabelAccuracyEvaluator.py Open

huggingface/sentence-transformers#26 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
error in LabelAccuracyEvaluator.py Open

huggingface/sentence-transformers#27 · 15 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Using sentence transformers for transforming words with word-windows? Open

huggingface/sentence-transformers#31 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Did you try to use multigpu for training? Open

huggingface/sentence-transformers#43 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Getting embeddings from different layers Open

huggingface/sentence-transformers#54 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
parallel embedding can't be done Open

huggingface/sentence-transformers#55 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
How to use multi GPU in training Open

huggingface/sentence-transformers#59 · 1 comment · 13 reactions · 0 assignees · Indexed Sep 17, 2026
Tensor dtype Open

huggingface/sentence-transformers#79 · 6 comments · 1 reaction · 0 assignees · Indexed Sep 17, 2026
Fine-tune with data without labels Open

huggingface/sentence-transformers#89 · 13 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
fine tuning for simple binary classification task?? Open

huggingface/sentence-transformers#90 · 11 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Training custom data using triplet loss Open

huggingface/sentence-transformers#97 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Further fine-tuned the language model with custom corpus Open

huggingface/sentence-transformers#101 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
BERT models not working as expected for cross-lingual data Open

huggingface/sentence-transformers#112 · 7 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Model 'distiluse-base-multilingual-cased' couldn't be loaded if CUDA is not enabled Open

huggingface/sentence-transformers#114 · 3 comments · 1 reaction · 0 assignees · Indexed Sep 17, 2026
tqdm.auto module not found when import SentenceTransformer Open

huggingface/sentence-transformers#115 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Retraining the model Open

huggingface/sentence-transformers#118 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
What is the expected number of epochs for training sentenceBERT Open

huggingface/sentence-transformers#120 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Fine-tune the model using Sentence Pair Classification with custom Data and not using GLUE data Open

huggingface/sentence-transformers#125 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
semantic search suggestion finding relevant documents Open

huggingface/sentence-transformers#126 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Combining embeddings with external metrics Open

huggingface/sentence-transformers#130 · 1 comment · 1 reaction · 0 assignees · Indexed Sep 17, 2026
Code for STS2017 for multilingual task Open

huggingface/sentence-transformers#131 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Finetune on longer texts Open

huggingface/sentence-transformers#136 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Word embeddings for semantic role labelling Open

huggingface/sentence-transformers#139 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
pretrain can Open

huggingface/sentence-transformers#141 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Not able to produce result as mentioned in the paper Open

huggingface/sentence-transformers#142 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Adding WordWeight layer in pretrained model Open

huggingface/sentence-transformers#145 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Creating Paragraph/Document Embedding with SBERT? Open

huggingface/sentence-transformers#146 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Getting error while loading "distiluse-base-multilingual-cased" Open

huggingface/sentence-transformers#151 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Where can I download the pretrained model weights Open

huggingface/sentence-transformers#152 · 14 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Regarding embedding returned by the model Open

huggingface/sentence-transformers#153 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
SBERT for images ? Open

huggingface/sentence-transformers#154 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
bert word embedding model from a local bin file Open

huggingface/sentence-transformers#155 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Similarity Score Open

huggingface/sentence-transformers#156 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Regarding the cosine_similarity score from the embedding Open

huggingface/sentence-transformers#157 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Did you forget to write "loss_model.eval()"? Open

huggingface/sentence-transformers#162 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
evaluation Open

huggingface/sentence-transformers#169 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Expected object of scalar type Bool but got scalar type Byte for argument #2 Open

huggingface/sentence-transformers#173 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Load bert-base-uncased model Open

huggingface/sentence-transformers#177 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Training roberta with custom dataset Open

huggingface/sentence-transformers#179 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Longest sequence and truncation of sentence Open

huggingface/sentence-transformers#181 · 7 comments · 2 reactions · 0 assignees · Indexed Sep 17, 2026
Multilingual models Open

huggingface/sentence-transformers#182 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Has someone tried adding an Auto Encoder on top of S-BERT? Open

huggingface/sentence-transformers#183 · 3 comments · 3 reactions · 0 assignees · Indexed Sep 17, 2026
distiluse-base-multilingual-cased has one more dense layer compared to the pool-only model. How is this dense layer added? Open

huggingface/sentence-transformers#186 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Predictions Open

huggingface/sentence-transformers#187 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Fine-tuning to get updated sentence embeddings Open

huggingface/sentence-transformers#190 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Longformer for longer context Open

huggingface/sentence-transformers#195 · 7 comments · 3 reactions · 0 assignees · Indexed Sep 17, 2026
Training on Multiple GPUs Open

huggingface/sentence-transformers#198 · 5 comments · 1 reaction · 0 assignees · Indexed Sep 17, 2026
Workaround mirror for slow model downloading Open

huggingface/sentence-transformers#200 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 17, 2026
Issue in using LSTM with BERT Open

huggingface/sentence-transformers#202 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

huggingface/sentence-transformers

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