## Project Overview
This repo contains code generating text using GEMMA 4 via the transformers library

### Inflections
The goal of this work is to use GEMMA 4 to generate 5 beams in response to a prompt. Each beam is parsed and can be displayed along with it's total 'score.' Each beam can also be displayed with a score-per-token.

#### What needs work
- create a second version of the inflections.py file with all class methods as separate functions. they should each return needed variables needed to call the next function,
- modify the app.py so that the input elemnet takes the prompt and the output displays the first beam, with any token with score < 0.6 is highlighted in red.

## Tech Stack
- Language: Python
- packages:
  * transformers
  * torch

## Project Structure
```
llm_inflections/
  inflections.py           # inflection class
  app.py                   # gradio gui
  
```

## Other information
- assume any API keys can be obtained as environment variables.