---
license: apache-2.0
language:
- en
base_model:
- Qwen/Qwen2.5-7B-Instruct
pipeline_tag: text-generation
library_name: mlx
tags:
- finance
- business
---
# MDNA Plus (MD&A Plus)
Manager's Discussion and Analysis generator.  Trained on data set refined from all (public domain by definition) [SEC EDGAR] (https://www.sec.gov/edgar/search/) quarterly and annual report filings before May 2023 where the company's stock price appreciated in the period from 7 days prior to 7 days after the report filing.  
Batches of data were then separated into prompt/completion pairs with the prompts generated by Llama3.2:3b. LoRA executed by MLX-LM.
  ## DISCLAIMER
  THIS MODEL WAS CREATED FOR EDUCATIONAL PURPOSES.  USERS TAKE FULL RESPONSIBILITY FOR THE ACCURACY OF GENERATIONS IF SHARED OR UTILIZED.