Since the step-level reasoning in MARCOS isn’t compatible with traditional token-based LLMs, all models are trained from scratch for fair comparison. We’re now pretraining MARCOS on large-scale data — exciting results coming soon, stay tuned! ✨

Thrilled to introduce MARCOS, our new paper that redefines AI reasoning! Arxiv: https://t.co/DKXmA4nPlo Key Breakthroughs: 🚀 15.7x faster inference than token-based CoT. 🏆 4.7% higher accuracy on GSM8K. 🧠 The first continuous reasoning method to outperform traditional CoT.