What is Abstract?
A Llama-fueled app fine-tuned to generate abstracts for research papers, given a title, keywords and other information. Built using Llama 3 7b and Kaggle research paper datasets. Built as part of the Llama Stack Hackathon.
Problem
Researchers and academics manually write research paper abstracts, which is time-consuming and error-prone
Solution
AI-powered web application that lets users automatically generate research paper abstracts by inputting titles, keywords, and context
Customers
Researchers, academics, and students (demographics: higher education or professional researchers; behavior: regularly publish papers and seek efficiency)
Unique Features
Fine-tuned on Kaggle research paper datasets using Llama 3 7b model; hackathon-driven development for niche optimization
User Comments
Saves hours of abstract writing time
Improves consistency in academic formatting
Requires minimal input for full output
Enhances research productivity
Occasional need for minor edits
Traction
Built during Llama Stack Hackathon; no disclosed revenue or user count yet (ProductHunt page shows 0 upvotes at analysis time)
Market Size
Global academic publishing market valued at $28.7 billion (2023) with over 8 million active researchers worldwide
