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Duplicated from  hkunlp/instructor-large

baseplate
/
instructor-large-1

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 baseplate/instructor-large-1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use baseplate/instructor-large-1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("baseplate/instructor-large-1")
    
    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 baseplate/instructor-large-1 with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("baseplate/instructor-large-1")
    model = AutoModel.from_pretrained("baseplate/instructor-large-1")
  • Notebooks
  • Google Colab
  • Kaggle
instructor-large-1
1.35 GB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 10 commits
andrewluo's picture
andrewluo
Update handler.py
dafed80 about 3 years ago
  • 1_Pooling
    Duplicate from hkunlp/instructor-large about 3 years ago
  • 2_Dense
    Duplicate from hkunlp/instructor-large about 3 years ago
  • .gitattributes
    1.48 kB
    Duplicate from hkunlp/instructor-large about 3 years ago
  • README.md
    66.5 kB
    Update README.md about 3 years ago
  • config.json
    1.53 kB
    Duplicate from hkunlp/instructor-large about 3 years ago
  • config_sentence_transformers.json
    122 Bytes
    Duplicate from hkunlp/instructor-large about 3 years ago
  • handler.py
    893 Bytes
    Update handler.py about 3 years ago
  • modules.json
    461 Bytes
    Duplicate from hkunlp/instructor-large about 3 years ago
  • pytorch_model.bin

    Detected Pickle imports (3)

    • "torch._utils._rebuild_tensor_v2",
    • "collections.OrderedDict",
    • "torch.FloatStorage"

    What is a pickle import?

    1.34 GB
    xet
    Duplicate from hkunlp/instructor-large about 3 years ago
  • requirements.txt
    42 Bytes
    custom handler about 3 years ago
  • sentence_bert_config.json
    53 Bytes
    Duplicate from hkunlp/instructor-large about 3 years ago
  • special_tokens_map.json
    2.2 kB
    Duplicate from hkunlp/instructor-large about 3 years ago
  • spiece.model
    792 kB
    xet
    Duplicate from hkunlp/instructor-large about 3 years ago
  • tokenizer.json
    2.42 MB
    Duplicate from hkunlp/instructor-large about 3 years ago
  • tokenizer_config.json
    2.41 kB
    Duplicate from hkunlp/instructor-large about 3 years ago