NexaHub / app.py
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Update app.py
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import gradio as gr
# Define section contents
def intro():
return """## Welcome to NexaHub
**NexaHub** is the central interface for the entire Nexa ecosystem a unified platform for open, high-performance, and low-friction scientific intelligence. This isn't just another AI project; it's a ground-up reimagination of what AI can do for science, engineering, and discovery built by one polymath in a basement. Every model, dataset, compiler, and tool here is built to push the boundary. But this can go further β€” with your support.
---
### πŸš€ What Is Nexa?
Nexa is a full-stack scientific AI lab-in-a-box built around four key pillars:
1. **Nexa Infrastructure** – Graph compilers, tensor allocators, PySE, and HPC toolchains.
2. **Nexa R&D** – Experimental research like Azure Sky optimizers, algorithmic scaffolds, and novel architecture prototypes.
3. **Nexa Data Studio** – Purpose-built datasets for science, synthetic augmentation, tokenizer pipelines, and structured preprocessing.
4. **Nexa MOE** – A family of Mixture-of-Experts models for hypothesis generation, scientific reasoning, and methodology design.
---
"""
def support():
return """## πŸ’‘ How You Can Support This Vision
This entire lab is self-funded, self-built, and powered by passion. But scaling to real impact 2B+ parameter models, open hypothesis engines, and useful science tools β€” needs real support.
### πŸ™‹β€β™‚οΈ If You're An ML Engineer or Industry Professional
- Offer **compute sponsorship** (e.g. A100s, cloud credits)
- Bring Nexa into your org as a platform, lab, or embedded tech
- Help evaluate, contribute to, or extend the infrastructure
### πŸ§ͺ If You're A Researcher
- Use the models in your work (NexaBio, NexaAstro, NexaCFD, etc.)
- Reach out with feedback or validation opportunities
- Endorse the work publicly or internally at your institution
### πŸͺ™ If You're An Altruist, Funder, or Philanthropist
- Non-dilutive grants ($100k–$500k) can formally spin Nexa into an **AI lab** serving science
- Endorse the vision of public, open scientific infrastructure
- Be part of a movement that empowers world-class research with low friction
### β˜• The Simplest Way to Help
Sponsor the work directly. Buy a coffee, share the repo, amplify the vision.
Every $1 funds open, scalable, world-class scientific AI.
"""
def live_status():
return """## πŸ”„ Current Roadmap and Status
### Active Projects
- 🧠 **Nexa MOE Mini**: Lightweight MOE model for scientific inference
- πŸ§ͺ **Nexa Data Studio**: Synthetic tabular gen, tokenizer infra
- πŸ”§ **PySE & Graph Compiler**: HPC-friendly dynamic routing + memory optimization
- πŸ“‘ **NexaHub Frontend**: You're using it now
### Goals (If Funded)
- Train full **Nexa MOE-ULTRAMAX** on scientific data
- Expand to real-time LLM-based hypothesis and method generation
- Build a proper **distributed open scientific AI lab**
- Formalize grant and sponsor pipelines to scale access to everyone
### Needs
- Compute credits (e.g., Lambda Labs, CoreWeave, AWS)
- Formal cash injection ($100k–$500k) to build real lab + scale infra
- Community amplification and contribution
---
"""
# Launch Gradio app
with gr.Blocks(title="NexaHub - Open Scientific Intelligence") as demo:
gr.Markdown(intro())
with gr.Accordion("See How You Can Support Nexa", open=False):
gr.Markdown(support())
with gr.Accordion("Live Roadmap & System Status", open=False):
gr.Markdown(live_status())
gr.Markdown("### βœ‰οΈ Want to Reach Out? Check my website: https://t.co/I3ZzN4gMIw ")
demo.launch()