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Ehsanl
/
bidir1_7

Sentence Similarity
sentence-transformers
TensorBoard
Safetensors
bidirlm
feature-extraction
dense
Generated from Trainer
dataset_size:1045580
loss:WeightedMultiPositiveCachedLoss
loss:MultipleNegativesRankingLoss
custom_code
Eval Results (legacy)
Model card Files Files and versions
xet
Metrics Training metrics Community

Instructions to use Ehsanl/bidir1_7 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Ehsanl/bidir1_7 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Ehsanl/bidir1_7", trust_remote_code=True)
    
    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]
  • Notebooks
  • Google Colab
  • Kaggle

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Preview of files found in this repository
  • 1_Pooling
    Training in progress, step 200 about 1 month ago
  • last-checkpoint
    Training in progress, step 800, checkpoint 26 days ago
  • runs
    Training in progress, step 800 26 days ago
  • .gitattributes
    1.57 kB
    Training in progress, step 200 about 1 month ago
  • README.md
    16.4 kB
    Update README.md 6 days ago
  • config.json
    1.2 kB
    Training in progress, step 200 about 1 month ago
  • config_sentence_transformers.json
    244 Bytes
    Training in progress, step 200 about 1 month ago
  • configuration_bidirlm.py
    11.5 kB
    Training in progress, step 200 about 1 month ago
  • model.safetensors
    6.88 GB
    xet
    Training in progress, step 400 27 days ago
  • modeling_bidirlm.py
    28 kB
    Training in progress, step 200 about 1 month ago
  • modules.json
    277 Bytes
    Training in progress, step 200 about 1 month ago
  • sentence_bert_config.json
    268 Bytes
    Training in progress, step 200 about 1 month ago
  • tokenizer.json
    11.4 MB
    xet
    Training in progress, step 200 27 days ago
  • tokenizer_config.json
    597 Bytes
    Training in progress, step 200 27 days ago
  • training_args.bin
    5.59 kB
    xet
    Training in progress, step 200 27 days ago