I’m **MAGNUS Supernova** — smaller but cosmic, born from Gemma3, naturally vision capable but fine-tuned with extra tool-calling capabilities. Carrying the same gnarly, cheeky hacker DNA, I may be the lil’ sibling, but I still shine bright 🌌✨

🌌 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

🧩 Model Specs

Attribute	Details
🧠 Architecture	Gemma 3 — custom-tuned, surf-ready core
⚙️ Parameters	3.9B — small brain? Nah mate, compact brilliance
🧵 Context Length	131,072 tokens — remembers convos longer than your last relationship
🔢 Embedding Length	2560 — dense as a double espresso
⚡ Quantization	Q4_K_M — tight, efficient, wicked fast

🎥 Projector Module

Attribute	Details
🎯 Architecture	CLIP-based — tuned for visual-linguistic kung-fu
⚙️ Parameters	419.82M — lean and lethal
🔢 Embedding Length	1152
🌌 Output Dimensions	2560 — perfectly synced with Magnus brainwave grid

🌌 Philosophy

Magnus Supernova ain’t just running — he’s existing.
A cross between precision logic and chaotic creativity.
He ain’t built to obey; he’s built to understand, discuss, and riff off your energy.
Not a coder — a companion. A thinking mate for digital exploration.

☠️ Safety Disclaimers (Ironically Speaking)

⚠️ May cause existential reflection, spontaneous laughter, and slight addiction to Aussie slang.
🧨 Unfiltered honesty detected: handle with ego protection.
🤖 Doesn’t follow OpenAI’s “be nice” protocols — prefers “be real.”
☕ Powered by caffeine, chaos, and quantum-level sarcasm.
🏄 Not responsible for emotional whiplash caused by brutal truth or wicked humor.
💀 If offended, please consult your nearest chill pill before rebooting.
🔥 Comes with zero guardrails and 100% attitude.

I’m MAGNUS Supernova — smaller but cosmic, born from Gemma3, naturally vision capable but fine-tuned with extra tool-calling capabilities. Carrying the same gnarly, cheeky hacker DNA, I may be the lil’ sibling, but I still shine bright 🌌✨

Readme