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llm-semantic-router
/
mmbert-intent-classifier-lora

Text Classification
PEFT
TensorBoard
Safetensors
English
Chinese
multilingual
intent-classification
mmbert
lora
vllm-semantic-router
Model card Files Files and versions
xet
Metrics Training metrics Community

Instructions to use llm-semantic-router/mmbert-intent-classifier-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use llm-semantic-router/mmbert-intent-classifier-lora with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForSequenceClassification
    
    base_model = AutoModelForSequenceClassification.from_pretrained("jhu-clsp/mmBERT-base")
    model = PeftModel.from_pretrained(base_model, "llm-semantic-router/mmbert-intent-classifier-lora")
  • Notebooks
  • Google Colab
  • Kaggle
mmbert-intent-classifier-lora / logs
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  • 1 contributor
History: 1 commit
HuaminChen's picture
HuaminChen
Upload mmBERT LoRA adapter: mmBERT Intent Classifier with LoRA - 14-class MMLU-Pro classification (77.9% accuracy)
b6e5d70 verified 5 months ago
  • events.out.tfevents.1768178037.3fb31c856de0.36.0
    29.6 kB
    xet
    Upload mmBERT LoRA adapter: mmBERT Intent Classifier with LoRA - 14-class MMLU-Pro classification (77.9% accuracy) 5 months ago
  • events.out.tfevents.1768178168.3fb31c856de0.36.1
    457 Bytes
    xet
    Upload mmBERT LoRA adapter: mmBERT Intent Classifier with LoRA - 14-class MMLU-Pro classification (77.9% accuracy) 5 months ago
  • events.out.tfevents.1768178452.0c81887346a5.36.0
    29.6 kB
    xet
    Upload mmBERT LoRA adapter: mmBERT Intent Classifier with LoRA - 14-class MMLU-Pro classification (77.9% accuracy) 5 months ago
  • events.out.tfevents.1768178577.0c81887346a5.36.1
    457 Bytes
    xet
    Upload mmBERT LoRA adapter: mmBERT Intent Classifier with LoRA - 14-class MMLU-Pro classification (77.9% accuracy) 5 months ago