fraction-ai/GAP
Gamified Adversarial Prompting (GAP): Crowdsourcing AI-weakness-targeting data through gamification. Boost model performance with community-driven, strategic data collection
This project helps AI developers and researchers significantly improve the performance of their visual AI models. By turning data collection into an engaging game, it gathers high-quality data that reveals AI weaknesses. The game presents users with images and challenges them to create questions the AI will answer incorrectly, with points awarded for success. This process generates detailed image-question-answer sets, which are then used to fine-tune and enhance the visual understanding and reasoning capabilities of large multimodal models.
No commits in the last 6 months.
Use this if you are developing or working with visual AI models and need a scalable, effective way to collect high-quality, adversarial data to improve their performance.
Not ideal if you are looking for a pre-trained general-purpose AI model without needing to collect specialized training data.
Stars
34
Forks
2
Language
Python
License
Apache-2.0
Category
Last pushed
Oct 10, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/prompt-engineering/fraction-ai/GAP"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
BoundaryML/baml
The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go...
deanpeters/product-manager-prompts
A repository of Generative AI prompts for product managers using agents such as ChatGPT, Claude, & Gemini
eudk/awesome-ai-tools
🔴 VERY LARGE AI TOOL LIST! 🔴 Curated list of AI Tools - Updated 2026
jujumilk3/leaked-system-prompts
Collection of leaked system prompts
legeling/PromptHub
一款开源、纯本地 Prompt ，Skill 管理工具，帮助你高效管理、版本控制和复用 Prompt，并一键分发skill | An open-source, local-first AI...