Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

pa-shk
/
USER-bge-m3

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
dense
Generated from Trainer
dataset_size:19210
loss:CoSENTLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use pa-shk/USER-bge-m3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use pa-shk/USER-bge-m3 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("pa-shk/USER-bge-m3")
    
    sentences = [
        "Колбаса и сосиски",
        "Пирог Самокат с сыром и шпинатом, 250 г",
        "Сосиски Самокат, из куриной грудки, 400 г",
        "Суп-лапша Vifon, Ramen, с соевым соусом и морскими водорослями, быстрого приготовления, 80 г"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
USER-bge-m3
1.44 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
pa-shk's picture
pa-shk
Add new SentenceTransformer model
4ecbea4 verified 11 months ago
  • 1_Pooling
    Add new SentenceTransformer model 11 months ago
  • .gitattributes
    1.52 kB
    initial commit 11 months ago
  • README.md
    12.9 kB
    Add new SentenceTransformer model 11 months ago
  • config.json
    663 Bytes
    Add new SentenceTransformer model 11 months ago
  • config_sentence_transformers.json
    283 Bytes
    Add new SentenceTransformer model 11 months ago
  • model.safetensors
    1.44 GB
    xet
    Add new SentenceTransformer model 11 months ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model 11 months ago
  • sentence_bert_config.json
    58 Bytes
    Add new SentenceTransformer model 11 months ago
  • sentencepiece.bpe.model
    1.04 MB
    xet
    Add new SentenceTransformer model 11 months ago
  • special_tokens_map.json
    963 Bytes
    Add new SentenceTransformer model 11 months ago
  • tokenizer.json
    3.33 MB
    Add new SentenceTransformer model 11 months ago
  • tokenizer_config.json
    1.39 kB
    Add new SentenceTransformer model 11 months ago