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bobox
/
DeBERTa3-s-CustomPoolin-toytest-step1

Sentence Similarity
sentence-transformers
PyTorch
deberta-v2
feature-extraction
Generated from Trainer
dataset_size:32500
loss:GISTEmbedLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

Instructions to use bobox/DeBERTa3-s-CustomPoolin-toytest-step1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use bobox/DeBERTa3-s-CustomPoolin-toytest-step1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("bobox/DeBERTa3-s-CustomPoolin-toytest-step1")
    
    sentences = [
        "A picture of a white gas range with figurines above.",
        "A nerdy woman brushing her teeth with a friend nearby.",
        "a white stove turned off with a digital clock",
        "The plasma membrane also contains other molecules, primarily other lipids and proteins. The green molecules in Figure above , for example, are the lipid cholesterol. Molecules of cholesterol help the plasma membrane keep its shape. Many of the proteins in the plasma membrane assist other substances in crossing the membrane."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
DeBERTa3-s-CustomPoolin-toytest-step1
596 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
bobox's picture
bobox
Test
6e98533 verified over 1 year ago
  • 1_AdvancedWeightedPooling
    Test over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit over 1 year ago
  • README.md
    406 kB
    Test over 1 year ago
  • added_tokens.json
    23 Bytes
    Test over 1 year ago
  • config.json
    860 Bytes
    Test over 1 year ago
  • config_sentence_transformers.json
    201 Bytes
    Test over 1 year ago
  • modules.json
    241 Bytes
    Test over 1 year ago
  • pytorch_model.bin

    Detected Pickle imports (3)

    • "collections.OrderedDict",
    • "torch.FloatStorage",
    • "torch._utils._rebuild_tensor_v2"

    What is a pickle import?

    565 MB
    xet
    Test over 1 year ago
  • sentence_bert_config.json
    53 Bytes
    Test over 1 year ago
  • special_tokens_map.json
    286 Bytes
    Test over 1 year ago
  • spm.model
    2.46 MB
    xet
    Test over 1 year ago
  • tokenizer.json
    8.66 MB
    Test over 1 year ago
  • tokenizer_config.json
    1.28 kB
    Test over 1 year ago