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[Rocm][torch.compile] Adding layernorm + fp8 block quant and silu + fp8 block quant for Aiter (#25693)
Signed-off-by: charlifu <charlifu@amd.com>
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[Model][Quantization] Restore MoE + GGUF models support (incl. Qwen3 MoE) by allowing Sideload Parameters (#30116)
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[Perf] Deepgemm fused layout kernel for activations, 4.3% throughput improvement, 10.7% TTFT improvement. (#29546)
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Signed-off-by: yuttian1 <yuttian@amd.com>

[CI/Build][AMD][Quantization] Fix test_int8_kernel.py by updating int8_utils to use hip.libdevice.round (#30151)
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Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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Signed-off-by: Xin Yang <xyangx@amazon.com>
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Signed-off-by: Didier Durand <durand.didier@gmail.com>

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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>