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NASA-AIML
/
MIKA_Custom_IR

Sentence Similarity
sentence-transformers
PyTorch
Safetensors
mpnet
feature-extraction
text-embeddings-inference
Model card Files Files and versions
xet
Community
2

Instructions to use NASA-AIML/MIKA_Custom_IR with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use NASA-AIML/MIKA_Custom_IR with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("NASA-AIML/MIKA_Custom_IR")
    
    sentences = [
        "what components are vulnerable to fatigue crack?",
        "One of the first-stage compressor blades had fractued due to fatigue cracking.",
        "Witnesses and the fire department personnel noted fuel leaking due to a cracked fuel line.",
        "During periods of low visibility and night conditions, the supporting sensors sometimes conflict."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
MIKA_Custom_IR
878 MB
Ctrl+K
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  • 2 contributors
History: 11 commits
SFconvertbot's picture
SFconvertbot
Adding `safetensors` variant of this model
ea639a0 verified about 1 year ago
  • 1_Pooling
    added pooling almost 3 years ago
  • .gitattributes
    1.52 kB
    initial commit almost 3 years ago
  • Corporate_CLA_MIKA.pdf
    200 kB
    added liscensing info almost 3 years ago
  • Individual_CLA_MIKA.pdf
    194 kB
    added liscensing info almost 3 years ago
  • LISCENSE.txt
    346 Bytes
    Upload LISCENSE.txt over 2 years ago
  • NASA_Open_Source_Agreement_MIKA.pdf
    234 kB
    added liscensing info almost 3 years ago
  • README.md
    5.43 kB
    Update README.md over 2 years ago
  • config.json
    672 Bytes
    uploaded model files almost 3 years ago
  • config_sentence_transformers.json
    116 Bytes
    uploaded model files almost 3 years ago
  • model.safetensors
    438 MB
    xet
    Adding `safetensors` variant of this model about 1 year ago
  • modules.json
    349 Bytes
    uploaded model files almost 3 years ago
  • pytorch_model.bin
    438 MB
    xet
    uploaded model files almost 3 years ago
  • sentence_bert_config.json
    53 Bytes
    uploaded model files almost 3 years ago
  • special_tokens_map.json
    239 Bytes
    uploaded model files almost 3 years ago
  • tokenizer.json
    711 kB
    uploaded model files almost 3 years ago
  • tokenizer_config.json
    441 Bytes
    uploaded model files almost 3 years ago
  • vocab.txt
    232 kB
    uploaded model files almost 3 years ago