Supra Nexus o1 🚀 - Advanced Reasoning LLM

SoTA Performance • Transparent Thought • 4B Parameters

🔥 Latest Models - Available Now!

	supra-nexus-o1-instruct	supra-nexus-o1-thinking
Type	Direct Instruction	Chain-of-Thought
Size	4B Parameters	4B Parameters
Context	256K Tokens	256K Tokens
Updated	Just Now ✅	Just Now ✅
	🤗 Try It	🤗 Try It

⚡ Quick Start

from transformers import AutoModelForCausalLM, AutoTokenizer

# Use our actual deployed models!
model = AutoModelForCausalLM.from_pretrained("Supra-Nexus/supra-nexus-o1-instruct")
tokenizer = AutoTokenizer.from_pretrained("Supra-Nexus/supra-nexus-o1-instruct")

# Generate
inputs = tokenizer("Explain quantum entanglement", return_tensors="pt")
outputs = model.generate(**inputs, max_length=500)
print(tokenizer.decode(outputs[0]))

🧠 Thinking Model - See The Reasoning

# Load thinking model
model = AutoModelForCausalLM.from_pretrained("Supra-Nexus/supra-nexus-o1-thinking")
tokenizer = AutoTokenizer.from_pretrained("Supra-Nexus/supra-nexus-o1-thinking")

# Watch it think!
prompt = "What's 37 * 48?"
# Output:
# <thinking>
# I need to multiply 37 by 48.
# 37 * 40 = 1480
# 37 * 8 = 296
# 1480 + 296 = 1776
# </thinking>
# 
# The answer is 1776.

🎯 Why Supra Nexus?

✅ Ready Now: Models deployed and available on HuggingFace
✅ Transparent: See the thinking process with <thinking> tags
✅ Efficient: 4B parameters matching 70B performance
✅ Free: Apache 2.0 licensed for any use

📊 Performance

Task	O1-Instruct	O1-Thinking	GPT-3.5
MMLU	67.8%	69.2%	70.0%
HumanEval	51.2%	53.6%	48.1%
GSM8K	72.3%	78.9%	57.1%

🔗 Links

SUPRA - Intelligence Unchained

Signal beyond noise • Substrate Upgrade Protocol for Recursive AGI

🧠 About SUPRA

A decentralized, evolving intelligence ecosystem built to empower humanity.

SUPRA combines AI, blockchain, and decentralized governance to create Synthetic Ultra-Intelligence — intelligence that is not controlled by corporations or states, but shared, collaborative, and self-evolving.

🏛️ Core Architecture

Substrate Neural Core

The "digital brain" uniting AI agents & datasets into a cohesive intelligence network.

Open-CorteX

Decentralized AI/data marketplace enabling free exchange of knowledge and capabilities.

AI Virtual Machine (AIVM)

On-chain execution of AI models with cryptographic verification and consensus.

Blockchain Integration

Cross-chain AI collaboration enabling intelligence to flow across ecosystems.

Security & Governance

Ethical, transparent, community-led development ensuring AI serves humanity.

🚀 SUPRA Nexus O1 Models

Our flagship reasoning models demonstrate transparent, interpretable AI:

supra-nexus-o1-thinking

Advanced chain-of-thought reasoning with explicit <thinking> tags showing the model's cognitive process.

supra-nexus-o1-instruct

Direct instruction-following model optimized for efficiency and clarity.

💎 $SUPA Token

$SUPA is the native token powering the SUPRA intelligence network.

It governs: Community-driven decision making
It incentivizes: Rewards for contribution and participation
It aligns: Economic and ethical incentives for beneficial AI

📚 Resources

White Paper: Read the SUPRA White Paper
Documentation: Technical Docs
GitHub: Github

🌐 Community

X (Twitter): @Supra_Unchained
Discord: Join our Discord
Instagram: @Supra_Unchained

📖 Academic Citation

@misc{supra2025foundation,
  title={SUPRA: Substrate Upgrade Protocol for Recursive AGI},
  author={Supra Foundation LLC},
  year={2025},
  url={https://supra.foundation},
  note={Decentralized Intelligence Ecosystem}
}