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[doc] Update news
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README.md

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## News
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- 08/21/2024 🎉🎉: T-MAC paper is accepted by Eurosys 2025.
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- 08/17/2024 🚀: T-MAC now supports 1/2/4-bit quantized models of (almost) any architecture in GPTQ format.
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- 08/14/2024 🚀: The T-MAC GEMM (N>1) kernels are now integrated into llama.cpp to accelerate prefill. Check [Prefill speedup](#prefill-speedup) for speedup.

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