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hotchpotch
/
bekko-embedding-v1-a25m

Sentence Similarity
sentence-transformers
ONNX
Safetensors
OpenVINO
multilingual
modernbert
embeddings
feature-extraction
matryoshka
retrieval
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use hotchpotch/bekko-embedding-v1-a25m with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use hotchpotch/bekko-embedding-v1-a25m with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("hotchpotch/bekko-embedding-v1-a25m")
    
    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]
  • Notebooks
  • Google Colab
  • Kaggle
bekko-embedding-v1-a25m
4.31 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 27 commits
hotchpotch's picture
hotchpotch
docs: discourage ONNX Runtime for native CPU
e0f3136 verified 3 days ago
  • 1_Pooling
    Replace with canonical private release artifact 14 days ago
  • onnx
    Re-export ONNX/OpenVINO with canonical RoPE local theta 160k 12 days ago
  • openvino
    Re-export ONNX/OpenVINO with canonical RoPE local theta 160k 12 days ago
  • .gitattributes
    1.57 kB
    Replace with canonical private release artifact 14 days ago
  • README.md
    31.9 kB
    docs: discourage ONNX Runtime for native CPU 3 days ago
  • config.json
    1.75 kB
    Canonicalize RoPE theta: align legacy local_rope_theta to 160000 (matches nested rope_parameters; fixes TF4/TF5 interpretation split) 12 days ago
  • config_sentence_transformers.json
    288 Bytes
    Replace with canonical private release artifact 14 days ago
  • model.safetensors
    493 MB
    xet
    Replace with canonical private release artifact 14 days ago
  • modules.json
    229 Bytes
    Replace with canonical private release artifact 14 days ago
  • sentence_bert_config.json
    58 Bytes
    Replace with canonical private release artifact 14 days ago
  • special_tokens_map.json
    1.05 kB
    Replace with canonical private release artifact 14 days ago
  • tokenizer.json
    34.4 MB
    xet
    Replace with canonical private release artifact 14 days ago
  • tokenizer_config.json
    46.6 kB
    Replace with canonical private release artifact 14 days ago