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llama.cpp b9828 डाउनलोड गर्नुहोस्

LLM inference in C/C++

यो पुरानो संस्करण हो। पछिल्लो संस्करण b9994 हो। llama.cpp b9994 · रिलिज:

इन्स्टलर फाइलहरू b9828

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रिलिज नोटहरू

opencl: flash attention improvement (#25069)
- opencl: rework FA kernel for f16 and f32
- opencl: flash-attention prefill prepass kernels
- flash_attn_kv_pad_f16 pads the tail KV tile to a BLOCK_N multiple
- flash_attn_mask_pad_f16 pads the matching mask tile
- flash_attn_blk_f16 classifies each KV tile per query block as
fully masked / mixed / fully unmasked, so
the main kernel can skip fully-masked tiles
and the mask lookup for fully-unmasked ones
- opencl: FA kernels for q4_0 and q8_0
- opencl: set_rows for f32 to q8_0/q4_0
- opencl: dequant kernels for q4_0 and q8_0
- opencl: add FA tile tuning table with override
- opencl: wire host side for FA
- opencl: q4_0 MoE tensors are also SOA'ed
- opencl: cosmetic fix
- opencl: refactor, also clarify some code paths in comments
- opencl: fix inifity for -cl-finite-math-only
Co-authored-by: Li He lih@qti.qualcomm.com
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 (ROCm 7.2)
- Ubuntu x64 (OpenVINO)
- Ubuntu x64 (SYCL FP32)
- Ubuntu x64 (SYCL FP16)
Android:
- Android arm64 (CPU)
Windows:
- Windows x64 (CPU)
- Windows arm64 (CPU)
- Windows arm64 (OpenCL Adreno)
- Windows x64 (CUDA 12) - CUDA 12.4 DLLs
- Windows x64 (CUDA 13) - CUDA 13.3 DLLs
- Windows x64 (Vulkan)
- Windows x64 (OpenVINO)
- Windows x64 (SYCL)
- Windows x64 (HIP)
openEuler:
- DISABLED
- openEuler x86 (310p)
- openEuler x86 (910b, ACL Graph)
- openEuler aarch64 (310p)
- openEuler aarch64 (910b, ACL Graph)
UI:
- UI

https://github.com/ggml-org/llama.cpp/releases/tag/b9828

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