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llmrails
/
ember-v1

Feature Extraction
sentence-transformers
PyTorch
Safetensors
Transformers
English
bert
mteb
sentence-similarity
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
4

Instructions to use llmrails/ember-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use llmrails/ember-v1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("llmrails/ember-v1")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Transformers

    How to use llmrails/ember-v1 with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="llmrails/ember-v1")
    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("llmrails/ember-v1")
    model = AutoModel.from_pretrained("llmrails/ember-v1")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
ember-v1
Ctrl+K
Ctrl+K
  • 2 contributors
History: 9 commits
w95's picture
w95
Update README.md
5e5ce59 verified over 1 year ago
  • 1_Pooling
    init over 2 years ago
  • .gitattributes
    1.52 kB
    initial commit over 2 years ago
  • README.md
    65.6 kB
    Update README.md over 1 year ago
  • config.json
    778 Bytes
    init over 2 years ago
  • config_sentence_transformers.json
    124 Bytes
    init over 2 years ago
  • model.safetensors
    1.34 GB
    xet
    Adding `safetensors` variant of this model (#1) over 2 years ago
  • modules.json
    229 Bytes
    init over 2 years ago
  • pytorch_model.bin

    Detected Pickle imports (3)

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

    What is a pickle import?

    1.34 GB
    xet
    init over 2 years ago
  • sentence_bert_config.json
    52 Bytes
    init over 2 years ago
  • special_tokens_map.json
    125 Bytes
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  • tokenizer.json
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  • tokenizer_config.json
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  • vocab.txt
    232 kB
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