Instructions to use Subject-Emu-5259/NeuralAI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Subject-Emu-5259/NeuralAI with PEFT:
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- Notebooks
- Google Colab
- Kaggle
NeuralAI Vibe Stack: Generative Multi-Modal Intelligence
The Vibe Stack is the integration of high-velocity reasoning (NeuralAI LLM) and visual synthesis (NeuralAI Diffusion). This combination allows the Founder to move from concept to asset in a single flow.
🎨 Generative Pillars
1. Custom UI Mockups
- Prompt: "Generate a wireframe for a Memphis-themed fintech app."
- Logic: NeuralAI Diffusion denoises noise into structured wireframes, providing immediate visual feedback for application design.
2. Branding Assets
- Prompt: "Create a logo for Harris Holdings with a Pegasus and a Memphis sunset vibe."
- Logic: High-fidelity asset generation for branding, social media, and product identity.
3. Visual Logic Maps
- Prompt: "Map out the architecture of the NeuralAI core service."
- Logic: Turning complex backend logic into easy-to-understand visual diagrams.
🚀 Technical Architecture
- Engine: Latent Diffusion UNet (Beta)
- Pipeline: Prompt $\rightarrow$ CLIP Encoding $\rightarrow$ Diffusion Denoising $\rightarrow$ VAE Decoding
- Hardware: CPU Optimized (Inference Phase)
🗺️ Scaling Roadmap
- Toy Proof of Concept (MNIST Denoising)
- Backend Integration (API Layer)
- VAE Implementation for High-Resolution Outputs
- Fine-tuning on Harris Holdings Branding Data