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

NYSgpt
/
44b-reranker-mini

Text Ranking
sentence-transformers
Safetensors
bert
reranker
cross-encoder
scientific-documents
information-retrieval
peer-review
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use NYSgpt/44b-reranker-mini with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use NYSgpt/44b-reranker-mini with sentence-transformers:

    from sentence_transformers import CrossEncoder
    
    model = CrossEncoder("NYSgpt/44b-reranker-mini")
    
    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

You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this model content.

Gated model
You can list files but not access them

Preview of files found in this repository
  • .gitattributes
    1.52 kB
    initial commit 28 days ago
  • README.md
    8.95 kB
    card: link the public benchmark 4 days ago
  • config.json
    921 Bytes
    fine-tuned on 24,177 peer-review to paper pairs from 44B (unevaluated) 28 days ago
  • model.safetensors
    90.9 MB
    xet
    fine-tuned on 24,177 peer-review to paper pairs from 44B (unevaluated) 28 days ago
  • state.json
    287 Bytes
    fine-tuned on 24,177 peer-review to paper pairs from 44B (unevaluated) 28 days ago
  • tokenizer.json
    712 kB
    fine-tuned on 24,177 peer-review to paper pairs from 44B (unevaluated) 28 days ago
  • tokenizer_config.json
    443 Bytes
    fine-tuned on 24,177 peer-review to paper pairs from 44B (unevaluated) 28 days ago