README.md

metadata

license: apache-2.0
library_name: transformers
tags:
  - trl
  - sft
datasets:
  - pubmed
  - bigbio/czi_drsm
  - bigbio/bc5cdr
  - bigbio/distemist
  - pubmed_qa
  - medmcqa

Model Card for Model ID

Model Details

Model Description

Model 4-bit Mistral-7B-Instruct-v0.2 finetuned with QLoRA on multiple medical datasets.

• License: [apache-2.0]
• Finetuned from model : [mistralai/Mistral-7B-Instruct-v0.2]

Model Sources [optional]

• Repository: [https://github.com/atadria/med_llm]

Uses

Direct Use

[More Information Needed]

Downstream Use [optional]

[More Information Needed]

Out-of-Scope Use

[More Information Needed]

Bias, Risks, and Limitations

[More Information Needed]

Recommendations

Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.

How to Get Started with the Model

Use the code below to get started with the model.

[More Information Needed]

Training Details

Training Data

Training data included 15k examples randomly selected from datasets:

• pubmed
• bigbio/czi_drsm
• bigbio/bc5cdr
• bigbio/distemist
• pubmed_qa
• medmcqa