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Amirhossein75
/
LLM-Decoder-Tuning-Text-Classification

Text Classification
PEFT
Safetensors
Transformers
LoRA
QLoRA
multi-label
decoder-only
trl
bitsandbytes
Model card Files Files and versions
xet
Community

Instructions to use Amirhossein75/LLM-Decoder-Tuning-Text-Classification with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use Amirhossein75/LLM-Decoder-Tuning-Text-Classification with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForSequenceClassification
    
    base_model = AutoModelForSequenceClassification.from_pretrained("meta-llama/Llama-3.2-1B")
    model = PeftModel.from_pretrained(base_model, "Amirhossein75/LLM-Decoder-Tuning-Text-Classification")
  • Transformers

    How to use Amirhossein75/LLM-Decoder-Tuning-Text-Classification with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="Amirhossein75/LLM-Decoder-Tuning-Text-Classification")
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("Amirhossein75/LLM-Decoder-Tuning-Text-Classification", dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
LLM-Decoder-Tuning-Text-Classification
26.4 MB
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  • 1 contributor
History: 7 commits
Amirhossein75's picture
Amirhossein75
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