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mixamrepijey
/
instructor-models

Sentence Similarity
sentence-transformers
PyTorch
Transformers
English
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
Eval Results (legacy)
Model card Files Files and versions
xet
Community
1

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

  • Libraries
  • sentence-transformers

    How to use mixamrepijey/instructor-models with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("mixamrepijey/instructor-models")
    
    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 mixamrepijey/instructor-models with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("mixamrepijey/instructor-models")
    model = AutoModel.from_pretrained("mixamrepijey/instructor-models")
  • Notebooks
  • Google Colab
  • Kaggle
instructor-models
1.35 GB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 2 commits
Maxim Ryakhovskiy
first
9294217 over 2 years ago
  • 1_INSTRUCTOR_Pooling
    first over 2 years ago
  • 2_Dense
    first over 2 years ago
  • .gitattributes
    1.52 kB
    initial commit over 2 years ago
  • README.md
    66.3 kB
    first over 2 years ago
  • config.json
    1.49 kB
    first over 2 years ago
  • config_sentence_transformers.json
    122 Bytes
    first over 2 years ago
  • modules.json
    456 Bytes
    first over 2 years ago
  • pytorch_model.bin
    1.34 GB
    xet
    first over 2 years ago
  • sentence_bert_config.json
    53 Bytes
    first over 2 years ago
  • special_tokens_map.json
    2.2 kB
    first over 2 years ago
  • spiece.model
    792 kB
    xet
    first over 2 years ago
  • tokenizer.json
    2.42 MB
    first over 2 years ago
  • tokenizer_config.json
    2.37 kB
    first over 2 years ago