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bobox
/
DeBERTa3-s-CustomPoolin-toytest3-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-toytest3-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-toytest3-step1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("bobox/DeBERTa3-s-CustomPoolin-toytest3-step1")
    
    sentences = [
        "Fish hatch into larvae that are different from the adult form of species.",
        "Fish hatch into larvae that are different from the adult form of?",
        "amphibians hatch from eggs",
        "A solenoid or coil wrapped around iron or certain other metals can form a(n) electromagnet."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
DeBERTa3-s-CustomPoolin-toytest3-step1
596 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
bobox's picture
bobox
Test
576700f verified almost 2 years ago
  • 1_AdvancedWeightedPooling
    Test almost 2 years ago
  • .gitattributes
    1.52 kB
    initial commit almost 2 years ago
  • README.md
    395 kB
    Test almost 2 years ago
  • added_tokens.json
    23 Bytes
    Test almost 2 years ago
  • config.json
    860 Bytes
    Test almost 2 years ago
  • config_sentence_transformers.json
    201 Bytes
    Test almost 2 years ago
  • modules.json
    241 Bytes
    Test almost 2 years 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 almost 2 years ago
  • sentence_bert_config.json
    53 Bytes
    Test almost 2 years ago
  • special_tokens_map.json
    286 Bytes
    Test almost 2 years ago
  • spm.model
    2.46 MB
    xet
    Test almost 2 years ago
  • tokenizer.json
    8.66 MB
    Test almost 2 years ago
  • tokenizer_config.json
    1.28 kB
    Test almost 2 years ago