Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing

  • Log In
  • Sign Up

Derify
/
ChemMRL-beta

Sentence Similarity
sentence-transformers
Safetensors
roberta
molecular-similarity
feature-extraction
dense
Generated from Trainer
loss:Matryoshka2dLoss
loss:MatryoshkaLoss
loss:TanimotoSentLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

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

  • Libraries
  • sentence-transformers

    How to use Derify/ChemMRL-beta with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Derify/ChemMRL-beta")
    
    sentences = [
        "CC1CCc2c(N)nc(C3CCCC3)n2C1",
        "CC1CCc2c(N)nc(OC3CC3)n2C1",
        "CN1CC[NH+](C[C@H](O)C2CC2)C2(CCCCC2)C1",
        "Cc1c(F)cc(CNCC2CCC(C3CCC(C)CO3)CO2)cc1F"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
ChemMRL-beta
612 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 6 commits
eacortes's picture
eacortes
Upload README.md
8e08327 verified 7 months ago
  • 1_Pooling
    Upload 14 files 9 months ago
  • .gitattributes
    1.52 kB
    initial commit 9 months ago
  • README.md
    19.5 kB
    Upload README.md 7 months ago
  • config.json
    630 Bytes
    Upload 14 files 9 months ago
  • config_chem_mrl.json
    751 Bytes
    Upload 14 files 9 months ago
  • config_sentence_transformers.json
    285 Bytes
    Upload 14 files 9 months ago
  • merges.txt
    14 Bytes
    Upload 14 files 9 months ago
  • model.safetensors
    612 MB
    xet
    Upload 14 files 9 months ago
  • modules.json
    349 Bytes
    Upload 14 files 9 months ago
  • sentence_bert_config.json
    57 Bytes
    Upload 14 files 9 months ago
  • similarity_evaluation_pubchem_10m_genmol_similarity_float32_results.csv
    1.25 kB
    Upload 14 files 9 months ago
  • special_tokens_map.json
    958 Bytes
    Upload 14 files 9 months ago
  • tokenizer.json
    13.4 kB
    Upload 14 files 9 months ago
  • tokenizer_config.json
    1.26 kB
    Upload 14 files 9 months ago
  • vocab.json
    6.8 kB
    Upload 14 files 9 months ago