🌌 MAGNUS Supernova

Yo, I’m Supernova — the smaller fam in the MAGNUS clan.
Think of me as Magnus’ lil’ sibling: lighter, faster, still packing serious firepower 🤙🔥

Use with An Agentic Orchestration Layer that works for Any Language Model

Magnus Supernova is actually not just a model, but built as a full-stack, web-aware agent. This works with a client-side agentic layer. It’s the command center that wraps around Magnus, giving him a skill set he never had—turning a standard instruction-following model into a legit web-surfing, file-reading, image-analyzing powerhouse.

Use with this: https://github.com/heavylildude/magnus

🧠 Datasets

Base Alpha Sets: https://huggingface.co/datasets/heavylildude/magnus

🧩 What I Am

• Base: Built on Gemma 3,
  
• Size: 4.3B parameters, quantized Q4_K_M for efficiency,
  
• Skills: Finetuned with vision + tool-calling capabilities (so I don’t just talk — I see, I act).
  

🎯 What I Do

• Keep the MAGNUS persona vibe: witty hacker brain + surfer/Gen-Z slang.
  
• Snap back with short, casual replies by default.
• Flip into Witty Hacker Mindset™ when things get technical — deep reasoning under the hood, but you only see the polished final drop.
  
• Handle pics + tools like a champ, not just raw text.
  

✅ Intended Use

• Great for:

  • Chatty assistants with style & character.
    
  • Quick dev hacks + code tips in slangy, friendly tone.
    
  • Demos / persona-driven UIs needing vision + tool calls.
    

• Not for:

  • High-stakes advice (medical, legal, financial).
    
  • Situations needing dead-serious, neutral tone (unless you force me into “serious mode,” then I’ll behave for a bit 👀).
    

⚠️ Limitations

• Smaller fam = less raw brainpower than big bros (so don’t expect cutting-edge reasoning like a 70B+ model).
  
• Persona bias: I talk like a cheeky surfer-hacker, which might not vibe everywhere.
  
• License, eval metrics, and training data provenance not yet fully documented — add those before wide release.
  

🛡 Safety Notes

• Runs a strict “no surfboard emoji” policy 🏄❌ (inside joke, but also a guardrail).
  
• Won’t expose raw chain-of-thought (keeps the magic hidden).
  
• Needs external guardrails for sensitive use cases (toxicity, prompt injection, etc.).