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OloriBern
/
hotpotqa-bge-m3-2000

Text Ranking
sentence-transformers
Safetensors
xlm-roberta
cross-encoder
reranker
Generated from Trainer
dataset_size:8000
loss:BinaryCrossEntropyLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use OloriBern/hotpotqa-bge-m3-2000 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use OloriBern/hotpotqa-bge-m3-2000 with sentence-transformers:

    from sentence_transformers import CrossEncoder
    
    model = CrossEncoder("OloriBern/hotpotqa-bge-m3-2000")
    
    query = "Which planet is known as the Red Planet?"
    passages = [
    	"Venus is often called Earth's twin because of its similar size and proximity.",
    	"Mars, known for its reddish appearance, is often referred to as the Red Planet.",
    	"Jupiter, the largest planet in our solar system, has a prominent red spot.",
    	"Saturn, famous for its rings, is sometimes mistaken for the Red Planet."
    ]
    
    scores = model.predict([(query, passage) for passage in passages])
    print(scores)
  • Notebooks
  • Google Colab
  • Kaggle
hotpotqa-bge-m3-2000
2.29 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
OloriBern's picture
OloriBern
Upload hybrid model for hotpotqa (trained on 2000 queries)
e0b87d7 verified 4 months ago
  • .gitattributes
    1.57 kB
    Upload hybrid model for hotpotqa (trained on 2000 queries) 4 months ago
  • README.md
    22.6 kB
    Upload hybrid model for hotpotqa (trained on 2000 queries) 4 months ago
  • config.json
    925 Bytes
    Upload hybrid model for hotpotqa (trained on 2000 queries) 4 months ago
  • model.safetensors
    2.27 GB
    xet
    Upload hybrid model for hotpotqa (trained on 2000 queries) 4 months ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Upload hybrid model for hotpotqa (trained on 2000 queries) 4 months ago
  • special_tokens_map.json
    964 Bytes
    Upload hybrid model for hotpotqa (trained on 2000 queries) 4 months ago
  • tokenizer.json
    17.1 MB
    xet
    Upload hybrid model for hotpotqa (trained on 2000 queries) 4 months ago
  • tokenizer_config.json
    1.17 kB
    Upload hybrid model for hotpotqa (trained on 2000 queries) 4 months ago