Toward Better HIP Kernel Generation for AMD GPUs

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<!-- SC_OFF --><div class="md"><p>So i recently updated LMstudio after a long pause and updated my llama.cpp runtimes too.. i was shocked.. i thought maybe something like

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1vtgyzf/draft_open_pr_avx2_speed_up_large_batch_size/"> <img alt="[Draft - Open PR] AVX2: Speed up large

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1tjdz92/amd_powers_nextgeneration_agent_computers_with/"> <img alt="AMD Powers Next-Generation Agent

<!-- SC_OFF --><div class="md"><p>You call torch.matmul(A, B) every day. A naive version of it barely uses ~1% of your GPU. This series shows why, and how to fix it. </p>

<h2> FlashQLA Kernels Accelerate AI; NVIDIA &amp; AMD Unveil New GPUs </h2> <h3> Today's Highlights </h3> <p>This week, Qwen introduced FlashQLA, high-performance attention