Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets
  • 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

MatterWaveAI
/
grt-30m-reranker

Text Ranking
sentence-transformers
Safetensors
grt
cross-encoder
reranker
rotational-transformer
givens-rotations
clifford-algebra
matterwave
Model card Files Files and versions
xet
Community

Instructions to use MatterWaveAI/grt-30m-reranker with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use MatterWaveAI/grt-30m-reranker with sentence-transformers:

    from sentence_transformers import CrossEncoder
    
    model = CrossEncoder("MatterWaveAI/grt-30m-reranker")
    
    query = "Which planet is known as the Red Planet?"
    passages = [
    	"Venus is often called Earth's twin because of its similar size and proximity.",
    	"Mars, known for its reddish appearance, is often referred to as the Red Planet.",
    	"Jupiter, the largest planet in our solar system, has a prominent red spot.",
    	"Saturn, famous for its rings, is sometimes mistaken for the Red Planet."
    ]
    
    scores = model.predict([(query, passage) for passage in passages])
    print(scores)
  • Notebooks
  • Google Colab
  • Kaggle
grt-30m-reranker
139 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 21 commits
davidhouseholter's picture
davidhouseholter
Update SHA256SUMS
e9a3706 verified about 10 hours ago
  • .gitattributes
    1.63 kB
    Add GRT_Whitepaper.pdf about 11 hours ago
  • GRT_Whitepaper.pdf
    1.02 MB
    xet
    Update GRT_Whitepaper.pdf (clean page 1 author/header/footer + GRT-30M results) about 10 hours ago
  • README.md
    3.76 kB
    Update README: remove GNU Free Software Statement, keep Apache 2.0 and matterwave.ai citation about 10 hours ago
  • SHA256SUMS
    694 Bytes
    Update SHA256SUMS about 10 hours ago
  • config.json
    1.1 kB
    Upload MatterWaveAI/grt-30m-reranker release checkpoint and model card about 15 hours ago
  • eval_results.json
    1.15 kB
    Upload MatterWaveAI/grt-30m-reranker release checkpoint and model card about 15 hours ago
  • model.safetensors
    122 MB
    xet
    Upload MatterWaveAI/grt-30m-reranker release checkpoint and model card about 15 hours ago
  • s1-grt-tokenizer-cache-16fdae11adc492c3.pkl

    Detected Pickle imports (2)

    • "tokenizers.Tokenizer",
    • "tokenizers.models.Model"

    How to fix it?

    5.36 MB
    xet
    Upload MatterWaveAI/grt-30m-reranker release checkpoint and model card about 15 hours ago
  • tokenizer.json
    11.4 MB
    xet
    Upload MatterWaveAI/grt-30m-reranker release checkpoint and model card about 15 hours ago
  • tokenizer_config.json
    1.02 kB
    Upload MatterWaveAI/grt-30m-reranker release checkpoint and model card about 15 hours ago