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llama.cpp b11729 為 Qwen3 加入雙向注意力支援

llama.cpp releases版本更新地端推論開源開發工具

llama.cpp 發布 b11729,為 Qwen3 加入雙向注意力(bidirectional attention)與 dense_2 輸出投影支援,模型轉換指令碼 conversion/base.py 會讀取 use_bidirectional_attention 欄位。

原標題:b11729
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評分45 / 48(平均 46,門檻 60)
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原文

qwen3 : bidirectional attention and dense_2 output projection ( #30607 ) qwen3 : bidirectional attention and dense_2 output projection Assisted-by: Grok convert : read use_bidirectional_attention in base Assisted-by: Grok Update conversion/base.py Co-authored-by: Sigbjørn Skjæret [email protected] Co-authored-by: Sigbjørn Skjæret [email protected] Website: https://llama.app Attestations: https://github.com/ggml-org/llama.cpp/attestations/57363774 macOS/iOS: macOS Apple Silicon (arm64) macOS Apple Silicon (arm64, KleidiAI enabled) DISABLED macOS Intel (x64) iOS XCFramework Linux: Ubuntu x64 (CPU) Ubuntu arm64 (CPU) Ubuntu s390x (CPU) Ubuntu x64 (Vulkan) Ubuntu arm64 (Vulkan) Ubuntu x64 (CUDA 12) - CUDA 12.8 libraries Ubuntu x64 (CUDA 13) - CUDA 13.4 libraries Ubuntu arm64 (CUDA 13) - CUDA 13.4 libraries Ubuntu x64 (ROCm 10.0) Ubuntu x64 (OpenVINO) Ubuntu x64 (SYCL FP32) Ubuntu x64 (SYCL FP16) Linux arm64 (Snapdragon: CPU, Adreno GPU, Hexagon NPU) - setup guide Android: Android arm64 (CPU) Android arm64 (Snapdragon: CPU, Adreno GPU, Hexagon NPU) - setup guide Windows: Windows x64 (CPU) Windows arm64 (CPU) Windows arm64 (OpenCL Adreno) Windows x64 (CUDA 12) - CUDA 12.4 DLLs Windows x64 (CUDA 13) - CUDA 13.4 DLLs Windows arm64 (CUDA 13) - CUDA 13.4 DLLs Windows x64 (Vulkan) Windows arm64 (Vulkan) Windows x64 (OpenVINO) Windows x64 (SYCL) Windows x64 (ROCm 10.0) openEuler: DISABLED openEuler x86 (310p) openEuler x86 (910b, ACL Graph) openEuler aarch64 (310p) openEuler aarch64 (910b, ACL Graph) UI: UI

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llama.cpp releasesAI 評分45

llama.cpp b11723:Hexagon 快閃記憶體注意力支援長上下文與 SWA 模型

llama.cpp 發布 b11723 建置,Hexagon NPU 後端的 FLASH_ATTN_EXT 得到改進,可支援更長上下文與滑動視窗注意力(SWA)模型(#30731)。同一批改動還包括掩碼塊跳過以減少 DMA 取數、微調 hmx→hvx 切換閾值以提升 gemma-4 表現,以及讓 hmx 門控計入 mdev.count。