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Using Llama3.1 405B to generate political synthetic data
- gregschoeninger 2y agoWe thought it'd be interesting to see what political biases Llama 3.1 405B has by generating a bunch of "spam" or "ham" messages with it. We started with 5 hand crafted messages and let the LLM take it from there ending up with over 1k. Full process was documented here: https://www.oxen.ai/blog/create-your-own-synthetic-data-with-only-5-political-spam-texts?utm_source=hackernews https://www.oxen.ai/blog/create-your-own-synthetic-data-with... Next up we are going to train a classifier on the outputs, as well as do some classical NLP (named entities, keywords, sentiment, etc) on it to see what we find. Mainly a fun side project, but could have some interesting implications assuming candidates are using LLMs in the upcoming elections.
- sthoward 2y agoThis has the legitimate possibility to be the most telling spam or ham (and funniest) yet. Very interested in the state by state breakdowns.
- mydpy 2y agoIs anyone using Oxen.ai? This is the first use of it I've seen.