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Gonalb
/
flucold-ft-v2

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
Generated from Trainer
dataset_size:400
loss:MatryoshkaLoss
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use Gonalb/flucold-ft-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Gonalb/flucold-ft-v2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Gonalb/flucold-ft-v2")
    
    sentences = [
        "QUESTION #2: What percentage of patients in the study reported experiencing \"chills\" and \"feverish discomfort\"?",
        "been proven superior. Annual influenza vaccination is recommended for all people six months and older who do not have \ncontraindications. ( Am Fam Physician. 2019; 100(12):751-758. Copyright © 2019 American Academy of Family Physicians.)\nBEST PRACTICES IN INFECTIOUS DISEASE  \nRecommendations from the Choosing \nWisely Campaign\nRecommendation Sponsoring organization\nDo not routinely avoid \ninfluenza vaccination in \negg-allergic patients.\nAmerican Academy of Allergy, \nAsthma, and Immunology\nSource:  For more information on the Choosing Wisely Campaign,",
        "Review\n722  Vol 5   November 2005\naccompanied by fever and some subjects have a transient\nfall in body temperature during the early stages of\ncommon cold. In a study of 272 patients with sore throat\nassociated with URTIs, the mean aural temperature was\n36·8ºC and around 35% of these patients said they were\nsuffering from “chills” and “feverish discomfort”.49 The\nsensation of chilliness may be unrelated to any change in\nskin or body temperature. In a study of human\nvolunteers, a sensation of chill still develops on\nadministration of exogenous pyrogen even though the",
        "ered when the results will modify management or when a \npatient with signs or symptoms of influenza is hospitalized.19 \nTABLE 2\nComplications of Influenza\nCardiovascular   26\nCerebrovascular accidents\nIschemic heart disease\nMyocarditis\nHematologic  26\nHemolytic uremic syndrome\nHemophagocytic syndrome\nThrombotic thrombocytope -\nnic purpura\nMusculoskeletal  19,26\nMyositis\nRhabdomyolysis\nNeurologic  26\nAcute disseminated \nencephalomyelitis\nEncephalitis\nGuillain-Barré syndrome\nPostinfluenza encephalopathy \n(neurologic symptoms occur -\nring after resolution but within"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
flucold-ft-v2
1.34 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
Gonalb's picture
Gonalb
Add new SentenceTransformer model
f876541 verified about 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model about 1 year ago
  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • README.md
    32.4 kB
    Add new SentenceTransformer model about 1 year ago
  • config.json
    641 Bytes
    Add new SentenceTransformer model about 1 year ago
  • config_sentence_transformers.json
    281 Bytes
    Add new SentenceTransformer model about 1 year ago
  • model.safetensors
    1.34 GB
    xet
    Add new SentenceTransformer model about 1 year ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model about 1 year ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model about 1 year ago
  • special_tokens_map.json
    695 Bytes
    Add new SentenceTransformer model about 1 year ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model about 1 year ago
  • tokenizer_config.json
    1.41 kB
    Add new SentenceTransformer model about 1 year ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model about 1 year ago