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README.md

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-title: README
-emoji: 🐢
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+title: Opus Research
+emoji: 🧠
+colorFrom: purple
+colorTo: blue
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-Edit this `README.md` markdown file to author your organization card.
+<div align="center">
+  <h1>🧠 Opus Research</h1>
+  <p><strong>Training AI models from scratch, one parameter at a time.</strong></p>
+  <p><em>"We stand at the right place at the right time."</em></p>
+</div>
+---
+## 👋 About Us
+We're two teenage AI enthusiasts (ages 15 & 17) passionate about understanding AI from the ground up. Instead of just using pre-trained models, we build them ourselves.
+## 🚀 Our Models
+| Model | Parameters | Architecture | Status |
+|-------|-----------|--------------|--------|
+| [Opus 1.5](https://huggingface.co/opus-research/opus-1.5) | 0.88B | LLaMA-style | ✅ Released |
+| Opus 2.0 | 3B+ | LLaMA + Reasoning | 🔜 Coming Soon |
+## 🔬 Research Focus
+- **Training from scratch** - No pre-trained weights, 100% original
+- **Chain-of-thought reasoning** - Teaching models to think before answering
+- **Efficient architectures** - Sub-3B models that run on consumer GPUs
+## 📊 Opus 1.5 Highlights
+- **0.88 billion parameters**
+- **~2 GB VRAM** for inference
+- **42 hours** training on 2x RTX 4090
+- **LLaMA architecture** with RoPE, SwiGLU, GQA, FlashAttention-2
+## 🔗 Links
+- 📦 [Opus 1.5 on HuggingFace](https://huggingface.co/opus-research/opus-1.5)
+---
+<div align="center">
+  <p>Made with ❤️ and way too much GPU power</p>
+</div>