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Derify
/
ChemRanker-alpha-sim

Text Ranking
sentence-transformers
Safetensors
modchembert
cross-encoder
reranker
cheminformatics
smiles
Generated from Trainer
dataset_size:3269544
loss:MultipleNegativesRankingLoss
custom_code
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use Derify/ChemRanker-alpha-sim with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Derify/ChemRanker-alpha-sim with sentence-transformers:

    from sentence_transformers import CrossEncoder
    
    model = CrossEncoder("Derify/ChemRanker-alpha-sim", trust_remote_code=True)
    
    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
ChemRanker-alpha-sim
408 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 5 commits
eacortes's picture
eacortes
Upload README.md
5d62f32 verified 9 months ago
  • .gitattributes
    1.52 kB
    initial commit 11 months ago
  • CrossEncoderRerankingEvaluator_results_@10.csv
    563 Bytes
    Add README and evaluation results 9 months ago
  • README.md
    39.2 kB
    Upload README.md 9 months ago
  • config.json
    1.83 kB
    Upload 7 files 11 months ago
  • configuration_modchembert.py
    5.24 kB
    Upload 7 files 11 months ago
  • model.safetensors
    408 MB
    xet
    Upload 7 files 11 months ago
  • modeling_modchembert.py
    35.2 kB
    Upload 7 files 11 months ago
  • special_tokens_map.json
    694 Bytes
    Upload 7 files 11 months ago
  • tokenizer.json
    54.5 kB
    Upload 7 files 11 months ago
  • tokenizer_config.json
    1.4 kB
    Upload 7 files 11 months ago