Overview
DeepSite is a web development platform that enables users to create and deploy websites using an AI-powered code editor. It offers rapid site generation, multi-page support, dynamic routing, and instant auto-deployment with free hosting via a global CDN.
Key Features:
- AI Vibe Code Editor for fast code generation
- Multi-page/site structure and dynamic routing
- Instant auto-deployment with live updates
- Free hosting with global CDN
- Integration with open-source AI models (Llama, Mistral, CodeLlama) and Hugging Face
- Performance optimizations for edge delivery and caching
Use Cases:
- Building landing pages
- Developing full-featured web applications with dynamic routing
- Rapid prototyping and quick project deployment
Benefits:
- Faster website creation
- Simplified deployment workflow
- Reduced hosting complexity and cost
- Transparent and customizable AI models through open-source integrations
- Improved performance and user experience
Capabilities
- Optimizes data center orchestration, recovering up to 0.7% of compute resources using Gemini models.
- Re-writes Verilog code to enhance the efficiency of arithmetic circuits in Tensor Processing Units (TPUs).
- Accelerates AI model training by speeding up vital kernels in Gemini's architecture by 23%, reducing training time by 1%.
- Improves FlashAttention kernel implementation in Transformer-based AI models, achieving speedups of up to 32.5%.
- Designs novel gradient-based optimization procedures for discovering new matrix multiplication algorithms.
- Develops algorithms for complex-valued matrix multiplication, outperforming existing solutions like Strassen's algorithm.
- Rediscovered state-of-the-art solutions for approximately 75% of over 50 open problems in mathematical analysis, geometry, combinatorics, and number theory.
- Advances solutions for open mathematical problems, such as improving the kissing number problem by discovering a configuration of 593 outer spheres and establishing a new lower bound in 11 dimensions.
- Leverages Gemini Flash and Gemini Pro to solve complex problems.
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