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fabriceyhc
/
Ministral-DrugDetector-14B-MFI

Text Generation
PEFT
TensorBoard
Safetensors
English
medical
clinical-notes
drug-detection
substance-use
multi-task-learning
healthcare-nlp
lora
Model card Files Files and versions
xet
Metrics Training metrics Community

Instructions to use fabriceyhc/Ministral-DrugDetector-14B-MFI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use fabriceyhc/Ministral-DrugDetector-14B-MFI with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("mistralai/Ministral-3-14B-Instruct-2512")
    model = PeftModel.from_pretrained(base_model, "fabriceyhc/Ministral-DrugDetector-14B-MFI")
  • Notebooks
  • Google Colab
  • Kaggle
Ministral-DrugDetector-14B-MFI
2.65 GB
Ctrl+K
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  • 1 contributor
History: 2 commits
fabriceyhc's picture
fabriceyhc
Upload Ministral-DrugDetector-14B-MFI
cf5c42a verified 7 months ago
  • checkpoint-20
    Upload Ministral-DrugDetector-14B-MFI 7 months ago
  • checkpoint-30
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  • checkpoint-40
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  • runs
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  • .gitattributes
    1.75 kB
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  • README.md
    5.64 kB
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  • adapter_config.json
    1.07 kB
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  • adapter_model.safetensors
    280 MB
    xet
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  • tekken.json
    16.8 MB
    xet
    Upload Ministral-DrugDetector-14B-MFI 7 months ago
  • training_args.bin

    Detected Pickle imports (10)

    • "transformers.trainer_utils.SchedulerType",
    • "transformers.trainer_utils.HubStrategy",
    • "torch.device",
    • "accelerate.state.PartialState",
    • "transformers.trainer_utils.SaveStrategy",
    • "transformers.training_args.TrainingArguments",
    • "accelerate.utils.dataclasses.DistributedType",
    • "transformers.trainer_pt_utils.AcceleratorConfig",
    • "transformers.training_args.OptimizerNames",
    • "transformers.trainer_utils.IntervalStrategy"

    How to fix it?

    5.27 kB
    xet
    Upload Ministral-DrugDetector-14B-MFI 7 months ago
  • training_metadata.json
    596 Bytes
    Upload Ministral-DrugDetector-14B-MFI 7 months ago