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README.md
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## 🧩 Why Another Reasoning
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Large Mixture‑of‑Experts (MoE) models such as **DeepSeek‑R1** or **Qwen3‑235B‑A22B** dominate leaderboards—but they also demand clusters of high‑end GPUs. Many teams just need *the best dense model that fits on a single card*.
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**AM‑Thinking‑v1** fills that gap **while remaining fully based on open-source components**:
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## 🧩 Why Another 32B Reasoning Model Matters?
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Large Mixture‑of‑Experts (MoE) models such as **DeepSeek‑R1** or **Qwen3‑235B‑A22B** dominate leaderboards—but they also demand clusters of high‑end GPUs. Many teams just need *the best dense model that fits on a single card*.
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**AM‑Thinking‑v1** fills that gap **while remaining fully based on open-source components**:
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