Instructions to use Subject-Emu-5259/NeuralAI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
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- PEFT
How to use Subject-Emu-5259/NeuralAI with PEFT:
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38b4eff | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 | # 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
- [x] Toy Proof of Concept (MNIST Denoising)
- [x] Backend Integration (API Layer)
- [ ] VAE Implementation for High-Resolution Outputs
- [ ] Fine-tuning on Harris Holdings Branding Data
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