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pascalhuerten
/
instructor-skillfit

Sentence Similarity
sentence-transformers
PyTorch
TensorBoard
Safetensors
Transformers
English
German
t5
text-embedding
embeddings
information-retrieval
beir
text-classification
language-model
text-clustering
text-semantic-similarity
text-evaluation
prompt-retrieval
text-reranking
feature-extraction
English
Sentence Similarity
natural_questions
ms_marco
fever
hotpot_qa
mteb
Model card Files Files and versions
xet
Metrics Training metrics Community
1

Instructions to use pascalhuerten/instructor-skillfit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use pascalhuerten/instructor-skillfit with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("pascalhuerten/instructor-skillfit")
    
    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]
  • Transformers

    How to use pascalhuerten/instructor-skillfit with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("pascalhuerten/instructor-skillfit")
    model = AutoModel.from_pretrained("pascalhuerten/instructor-skillfit")
  • Notebooks
  • Google Colab
  • Kaggle
instructor-skillfit
885 MB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 6 commits
pascalhuerten's picture
pascalhuerten
SFconvertbot's picture
SFconvertbot
Adding `safetensors` variant of this model (#1)
c314dc5 verified 6 months ago
  • 1_INSTRUCTOR_Pooling
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  • 2_Dense
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  • runs
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  • .gitattributes
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  • README.md
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  • config.json
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  • config_sentence_transformers.json
    122 Bytes
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  • model.safetensors
    439 MB
    xet
    Adding `safetensors` variant of this model (#1) 6 months ago
  • modules.json
    456 Bytes
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  • pytorch_model.bin
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  • sentence_bert_config.json
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  • special_tokens_map.json
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  • spiece.model
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  • tokenizer.json
    2.42 MB
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  • tokenizer_config.json
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