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[pull] master from ggerganov:master #141
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…ronization overhead. (#8943) * Optimize Vulkan backend for better CPU performance and less GPU synchronization overhead. - Allocation overhead for the temporary std::vectors was easily detectable with a sampling profiler and simple to remove. - ggml_vk_sync_buffer introduce a full pipeline sync which has a significant cost on the GPU side, sometimes larger than the actual kernel execution. Adding only barriers for shader read/writes and transfers seems to be sufficient looking at the code which either launches compute kernels or copies tensors. * Fix small typo --------- Co-authored-by: 0cc4m <picard12@live.de>
…8956) Co-authored-by: Stanisław Szymczyk <sszymczy@gmail.com>
Co-authored-by: Neo Zhang <>
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* gguf-py : Numpy dequantization for most types * gguf-py : Numpy dequantization for grid-based i-quants
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* py : fix requirements check '==' -> '~=' * cont : fix the fix * ci : run on all requirements.txt
Fixes: https://bugs.chromium.org/p/oss-fuzz/issues/detail?id=70724 In order to access the above bug you need to login using one of the emails in https://github.com/google/oss-fuzz/blob/master/projects/llamacpp/project.yaml#L3-L5 Signed-off-by: David Korczynski <david@adalogics.com>
Fixes: https://bugs.chromium.org/p/oss-fuzz/issues/detail?id=70680 Signed-off-by: David Korczynski <david@adalogics.com>
* readme: introduce gpustack GPUStack is an open-source GPU cluster manager for running large language models, which uses llama.cpp as the backend. Signed-off-by: thxCode <thxcode0824@gmail.com> * readme: introduce gguf-parser GGUF Parser is a tool to review/check the GGUF file and estimate the memory usage without downloading the whole model. Signed-off-by: thxCode <thxcode0824@gmail.com> --------- Signed-off-by: thxCode <thxcode0824@gmail.com>
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