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bigscience
/
sgpt-bloom-7b1-msmarco

Sentence Similarity
sentence-transformers
PyTorch
bloom
feature-extraction
mteb
Eval Results (legacy)
Model card Files Files and versions
xet
Community
3

Instructions to use bigscience/sgpt-bloom-7b1-msmarco with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use bigscience/sgpt-bloom-7b1-msmarco with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("bigscience/sgpt-bloom-7b1-msmarco")
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
sgpt-bloom-7b1-msmarco
56.6 GB
Ctrl+K
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  • 4 contributors
History: 10 commits
SFconvertbot's picture
SFconvertbot
Adding `safetensors` variant of this model
55ee9a1 verified over 2 years ago
  • 1_Pooling
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  • evaluation
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  • .gitattributes
    1.62 kB
    Adding `safetensors` variant of this model over 2 years ago
  • README.md
    171 kB
    Update README.md over 3 years ago
  • config.json
    876 Bytes
    Fix architecture (#1) over 3 years ago
  • config_sentence_transformers.json
    118 Bytes
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  • modules.json
    229 Bytes
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  • pytorch_model-00001-of-00003.bin
    9.95 GB
    xet
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  • pytorch_model-00001-of-00003.safetensors
    9.95 GB
    xet
    Adding `safetensors` variant of this model over 2 years ago
  • pytorch_model-00002-of-00003.bin
    9.73 GB
    xet
    Add files almost 4 years ago
  • pytorch_model-00002-of-00003.safetensors
    9.73 GB
    xet
    Adding `safetensors` variant of this model over 2 years ago
  • pytorch_model-00003-of-00003.bin
    8.59 GB
    xet
    Add files almost 4 years ago
  • pytorch_model-00003-of-00003.safetensors
    8.59 GB
    xet
    Adding `safetensors` variant of this model over 2 years ago
  • pytorch_model.bin.index.json
    27.5 kB
    Add files almost 4 years ago
  • sentence_bert_config.json
    53 Bytes
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  • special_tokens_map.json
    96 Bytes
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  • tokenizer.json
    14.5 MB
    xet
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  • tokenizer_config.json
    330 Bytes
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