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
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

GorankLabs
/
Rank-Embed-1B

Feature Extraction
Transformers
Safetensors
PyTorch
English
gemma3_text
sentence-similarity
search
retrieval
ranking
embeddings
semantic-search
bi-encoder
rag
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use GorankLabs/Rank-Embed-1B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use GorankLabs/Rank-Embed-1B with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="GorankLabs/Rank-Embed-1B")
    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("GorankLabs/Rank-Embed-1B")
    model = AutoModel.from_pretrained("GorankLabs/Rank-Embed-1B")
  • Notebooks
  • Google Colab
  • Kaggle
Rank-Embed-1B
2.04 GB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 12 commits
Ill-Ness's picture
Ill-Ness
Update README.md
8f27212 verified about 2 months ago
  • .gitattributes
    1.57 kB
    Upload folder using huggingface_hub about 2 months ago
  • LICENSE
    10.8 kB
    Create LICENSE about 2 months ago
  • README.md
    7.69 kB
    Update README.md about 2 months ago
  • config.json
    1.92 kB
    Upload folder using huggingface_hub about 2 months ago
  • model.safetensors
    2 GB
    xet
    Upload folder using huggingface_hub about 2 months ago
  • model.safetensors.index.json
    24.9 kB
    Upload folder using huggingface_hub about 2 months ago
  • tokenizer.json
    33.4 MB
    xet
    Upload folder using huggingface_hub about 2 months ago
  • tokenizer_config.json
    676 Bytes
    Upload folder using huggingface_hub about 2 months ago