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ckg
/
synth-4.0-modernbert-litert

Sentence Similarity
LiteRT
LiteRT
sentence-transformers
modernbert
embeddings
on-device
matryoshka
mobile
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use ckg/synth-4.0-modernbert-litert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • LiteRT

    How to use ckg/synth-4.0-modernbert-litert with LiteRT:

    # No code snippets available yet for this library.
    
    # To use this model, check the repository files and the library's documentation.
    
    # Want to help? PRs adding snippets are welcome at:
    # https://github.com/huggingface/huggingface.js
  • sentence-transformers

    How to use ckg/synth-4.0-modernbert-litert with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("ckg/synth-4.0-modernbert-litert")
    
    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
synth-4.0-modernbert-litert
190 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 7 commits
ckg's picture
ckg
README: switch to multi-signature artifact + signature_runner usage
a268ba6 verified about 1 month ago
  • 1_Pooling
    Upload folder using huggingface_hub about 1 month ago
  • .gitattributes
    1.52 kB
    initial commit about 1 month ago
  • README.md
    6.47 kB
    README: switch to multi-signature artifact + signature_runner usage about 1 month ago
  • config.json
    1.21 kB
    Upload folder using huggingface_hub about 1 month ago
  • config_sentence_transformers.json
    283 Bytes
    Upload folder using huggingface_hub about 1 month ago
  • modules.json
    349 Bytes
    Upload folder using huggingface_hub about 1 month ago
  • sentence_bert_config.json
    58 Bytes
    Upload folder using huggingface_hub about 1 month ago
  • special_tokens_map.json
    694 Bytes
    Upload folder using huggingface_hub about 1 month ago
  • synth-4.0-modernbert_multi_int8.tflite
    187 MB
    xet
    Add multi-signature int8 tflite — 7 seqlens in one file, shared weights about 1 month ago
  • tokenizer.json
    3.58 MB
    Upload folder using huggingface_hub about 1 month ago
  • tokenizer_config.json
    20.8 kB
    Upload folder using huggingface_hub about 1 month ago