metadata

library_name: peft
tags:
  - llm
  - llama2
  - medical
datasets:
  - BI55/MedText
pipeline_tag: text-generation
base_model: meta-llama/Llama-2-7b-chat-hf

Llama2 🦙 finetuned on medical diagnosis

MedText dataset: https://huggingface.co/datasets/BI55/MedText

1412 pairs of diagnosis cases

About:

The primary objective of this fine-tuning process is to equip Llama2 with the ability to assist in diagnosing various medical cases and diseases. However, it is essential to clarify that it is not designed to replace real medical professionals. Instead, its purpose is to provide helpful information to users, suggesting potential next steps based on the input data and the patterns it has learned from the MedText dataset.

Finetuned on guanaco styled instructions

###Human
###Assistant

Training procedure

The following bitsandbytes quantization config was used during training:

load_in_8bit: False
load_in_4bit: True
llm_int8_threshold: 6.0
llm_int8_skip_modules: None
llm_int8_enable_fp32_cpu_offload: False
llm_int8_has_fp16_weight: False
bnb_4bit_quant_type: nf4
bnb_4bit_use_double_quant: False
bnb_4bit_compute_dtype: float16

Framework versions

PEFT 0.5.0.dev0