Instructions to use Linguist/HealGPT with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Linguist/HealGPT with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "summarization" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # pip install "transformers<5.0.0" from transformers import pipeline pipe = pipeline("summarization", model="Linguist/HealGPT")# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Linguist/HealGPT", device_map="auto") - Notebooks
- Google Colab
- Kaggle
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The mistralai/Mistral-7B-v0.1 model has been fine-tuned using the
Verified signaturePEFT QLoRA + Supervised Fine Tuning method with clinical text data to enhance its capabilities for the healthcare domain and to achieve better performance in summarization tasks within this specialized field. Author: Gaurav Lohkna | Data Scientist @MinfyTech Organization: Minfy Technologies30e214f -
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