This a model release at 1 epoch. For evaluation use only! Limitations: * Do not use to treat patients! Treat AI content as if you wrote it!!! nmitchko/medfalcon-v2-40b-lora is a large language model LoRa specifically fine-tuned for medical domain tasks. It is based on Falcon-40b at 40 billion parameters. The primary goal of this model is to improve question-answering and medical dialogue tasks. It was trained using LoRA, specifically QLora, to reduce memory footprint. See Training Parameters for more info This Lora supports 4-bit and 8-bit modes. Steps to load this model: 1. Load base model using transformers 2. Apply LoRA using peft The model was trained for or 1 epoch on a custom, unreleased dataset named medconcat. medconcat contains only human generated content and weighs in at over 100MiB of raw text.
Модальности:
Генерация текста
Области применения:
Медицина
Задача: Генерация текста
Автор: nmitchko
Теги: peft, medical, en
Лайков: 3 | Загрузок: 8
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
