Have you every wanted to be funny , liked ,post stuff on reddit that people actually upvote?
Have you ever wanted to dive into an alternate online universe where minor league baseball fans discuss the Cold War or crypto bros talk about parenting struggles? Look no further, our interdimensional reddit post generator can do just that. search any topic And you will find any online community will be sharing their views on it.
Our project is (or attempted to be) a cutting-edge Reddit Post Generator that can produce subreddit-specific posts that are indistinguishable from those created by actual Reddit users. Our goal is to provide a seamless and engaging user experience by leveraging advanced natural language processing (NLP) techniques.
The Ambitious Goals we had -
- Develop a Reddit Post Generator capable of mimicking subreddit-specific styles and content.
- Enhance user engagement by generating relevant and stylistically coherent posts.
- Push the boundaries of NLP technology to create more immersive and authentic user experiences in online communities.
The Methods we used-
- Utilize the ALL POWERFUL Mistral 7B language model fine-tuned on a curated dataset of ten distinct, text-based subreddits.
- Experiment with prompt-based and text completion-based generation methods to optimize style emulation.
- Evaluate the performance of the model using BLEU scores and human assessments to gauge style accuracy.
Conclusion
Although we did not fully reach our ambitious goals , this project will allow you to enter a Reddit from an alternate reality find-tuned with all the posts from the interesting dark underbelly that is Reddit. Look no further for laughs , nonsensical jokes and sometimes not politically correct statements. Only the brave enter !!!
For more details, check out the full project report in the directory. For Screenshots of our demo, check out the screenshots in our demo.