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

aws-neuron
/
bge-base-en-v1-5-seqlen-384-bs-1

Feature Extraction
sentence-transformers
Transformers
English
bert
sentence-similarity
mteb
inferentia2
neuron
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

Instructions to use aws-neuron/bge-base-en-v1-5-seqlen-384-bs-1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use aws-neuron/bge-base-en-v1-5-seqlen-384-bs-1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("aws-neuron/bge-base-en-v1-5-seqlen-384-bs-1")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Transformers

    How to use aws-neuron/bge-base-en-v1-5-seqlen-384-bs-1 with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="aws-neuron/bge-base-en-v1-5-seqlen-384-bs-1")
    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("aws-neuron/bge-base-en-v1-5-seqlen-384-bs-1")
    model = AutoModel.from_pretrained("aws-neuron/bge-base-en-v1-5-seqlen-384-bs-1", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
bge-base-en-v1-5-seqlen-384-bs-1
275 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
philschmid's picture
philschmid
Update README.md
bc5086d over 2 years ago
  • .gitattributes
    1.57 kB
    Upload folder using huggingface_hub over 2 years ago
  • README.md
    61.8 kB
    Update README.md over 2 years ago
  • config.json
    1.24 kB
    Upload folder using huggingface_hub over 2 years ago
  • model.neuron
    274 MB
    xet
    Upload folder using huggingface_hub over 2 years ago
  • special_tokens_map.json
    695 Bytes
    Upload folder using huggingface_hub over 2 years ago
  • tokenizer.json
    711 kB
    Upload folder using huggingface_hub over 2 years ago
  • tokenizer_config.json
    1.24 kB
    Upload folder using huggingface_hub over 2 years ago
  • vocab.txt
    232 kB
    Upload folder using huggingface_hub over 2 years ago