zata-agent

Fine-tuning LLM to impersonate influencer's tweeting styles.

Requirements

• Python 3.12
• uv

How to Run

1. Install dependencies

$ make install

2. Run web app

$ username=trump
$ uv run zata serve --model /models/qwen2.5-0.5b-instruct_${username} --config ./config/${username}.toml

Development

Dataset preparation

# user to pull tweets from
$ username=Ashcryptoreal

# scrape tweets
$ zata scrape --site X --username ${username} --output .data/raw/${username}.parquet

# preprocess scraped tweets
$ zata data-prep --raw ./data/raw/${username}.parquet --output ./data/processed/${username}.parquet

Fine-tuning model

$ zata train --output ./models/qwen2.5-0.5b-instruct_$username --data ./data/processed/$username.parquet --config ./config/trump.toml