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htNghiaaa
/
nextlevelv1-bge-finetuned-v1

Text Classification
sentence-transformers
Safetensors
xlm-roberta
cross-encoder
reranker
Generated from Trainer
dataset_size:6478
loss:CrossEntropyLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use htNghiaaa/nextlevelv1-bge-finetuned-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use htNghiaaa/nextlevelv1-bge-finetuned-v1 with sentence-transformers:

    from sentence_transformers import CrossEncoder
    
    model = CrossEncoder("htNghiaaa/nextlevelv1-bge-finetuned-v1")
    
    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
nextlevelv1-bge-finetuned-v1
2.29 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
htNghiaaa's picture
htNghiaaa
Upload BGE Reranker v2-m3 - Macro F1: 0.7863
53cbb8c verified 10 months ago
  • .gitattributes
    1.57 kB
    Upload BGE Reranker v2-m3 - Macro F1: 0.7863 10 months ago
  • README.md
    25.1 kB
    Upload BGE Reranker v2-m3 - Macro F1: 0.7863 10 months ago
  • config.json
    946 Bytes
    Upload BGE Reranker v2-m3 - Macro F1: 0.7863 10 months ago
  • id2label.json
    55 Bytes
    Upload BGE Reranker v2-m3 - Macro F1: 0.7863 10 months ago
  • label2id.json
    49 Bytes
    Upload BGE Reranker v2-m3 - Macro F1: 0.7863 10 months ago
  • model.safetensors
    2.27 GB
    xet
    Upload BGE Reranker v2-m3 - Macro F1: 0.7863 10 months ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Upload BGE Reranker v2-m3 - Macro F1: 0.7863 10 months ago
  • special_tokens_map.json
    964 Bytes
    Upload BGE Reranker v2-m3 - Macro F1: 0.7863 10 months ago
  • tokenizer.json
    17.1 MB
    xet
    Upload BGE Reranker v2-m3 - Macro F1: 0.7863 10 months ago
  • tokenizer_config.json
    1.2 kB
    Upload BGE Reranker v2-m3 - Macro F1: 0.7863 10 months ago