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Hung-Yueh Chiang

@hychiang.bsky.social

Hung-Yueh Chiang @hychiang.bsky.social · 17/07/2025

Excited to share that our #ICML2025 paper “Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models”!

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Hung-Yueh Chiang @hychiang.bsky.social · 24/04/2025

Our work Quamba, an 8-bit weight-activation quantization method for Selective State Space Models (SSMs), is being presented at #ICLR2025!

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Hung-Yueh Chiang @hychiang.bsky.social · 05/04/2025

We’re excited to pre-release our latest work: Quamba2 🔧 Supports W4A8 / W4A16 / W4AX / W8A8 for Mamba1 and Mamba2 🚀 Achieves 4× memory reduction and 3× generation speedup ⚡️ Enables 8B model inference on Orin Nano 8G at 13 tokens/sec 🔥 Outperforms W4A8KV4 Llama3-8B in both speed and quality

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