{"type": "article", "title": "🧠 I built a novel triple-hybrid LLM (Mamba + Attention + 32-expert MoE) from scratch for ~$50 — Titan v1 complete, Titan v2 first cycle done, expanding dataset now", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/i-built-a-novel-triple-hybrid-llm-mamba-attention-32-expert-moe-from-scratch-for", "original_source": "https://discuss.huggingface.co/t/i-built-a-novel-triple-hybrid-llm-mamba-attention-32-expert-moe-from-scratch-for-50-titan-v1-complete-titan-v2-first-cycle-done-expanding-dataset-now/177063#post_4", "published": "2026-06-24T08:27:14+00:00", "accessed": "2026-06-24", "id": "i-built-a-novel-triple-hybrid-llm-mamba-attention-32-expert-moe-from-scratch-for"}