mdnaPlus / README.md
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metadata
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.