[pull] master from ggerganov:master #154
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Co-authored-by: arthw <[email protected]>
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* vulkan: Use pipeline_robustness to disable robustness in mul_mat_vec. Add some early returns for nonexistent rows in mul_mat_vec shaders. These can only be hit when dispatching a 2D grid of workgroups. Fix the logic for the 2D grid of workgroups to round up. Enable the pipeline robustness extension if it's available, and use it to disable robustness for these pipelines. The instructions to do the bounds checking contend for the same ALU resources as the bit twiddling dequant instructions. * vulkan: Add GLSL structure aliases for quant types to allow larger loads In Vulkan it's not possible to cast pointer types, so instead you have to declare an aliased binding for the memory with a different type. This commit adds aliases for the quant formats using 16b ints, and in a few places where the struct size is a multiple of 4 also using 32b ints. Currently only q4_k's aliases are used, but others will be used in subsequent commits. * vulkan: use larger loads in q5_k and q6_k shaders. Similar to the optimization I did in q4_k recently, this vectorizes some loads and reduces the number of bit twiddling instructions. * vulkan: use larger K step per iteration in mul_mat_vec. Add vec4 dequantization functions, and use them to do K=8 per iteration in mul_mat_vec. This uses 16b loads for the quant values and 128b loads for B which helps reduce the load on the memory system. The K_PER_ITER==2 logic is still there, just for F16/F32, and really only because they support unaligned sizes. Tweak the num_iters/unrolling logic to be simpler and catch a couple missed unrolling opportunities.
* cmake pkg: find accelerate, openmp, memkind libs * cmake pkg: find BLAS libs * try BLAS_LIBRARIES instead * Add BLAS link opts * Add more link deps. and set GGML_ vars
* cuda : optimize argmax * remove unused parameter ggml-ci * fixup : use full warps ggml-ci * Apply suggestions from code review Co-authored-by: Johannes Gäßler <[email protected]> * fix ub * ggml : check ne00 <= INT32_MAX in argmax and argsort --------- Co-authored-by: Johannes Gäßler <[email protected]>
* CANN Support Ascend310P to accelerate F32 and F16 Model * Add compile option soc type macro ASCEND_310P to ggml-cann lib * Remove unused code * Remove the ascend soc_type hard code compile option in CMakelist.txt
* GitHub: ask for more info in issues [no ci] * refactor issue templates to be component-specific * more understandable issue description * add dropdown for llama.cpp module
This is the minimum runtime dll dependencies for oneAPI 2025.0
…9807) * fix general.license list to str * fix join license list --------- Co-authored-by: momonga <[email protected]>
This matches the key in common bert-based embedding models and may have a value other than 1 in it. Branch: XLMRobertaTypeVocabSize Signed-off-by: Gabe Goodhart <[email protected]>
Flake lock file updates:
• Updated input 'nixpkgs':
'github:NixOS/nixpkgs/5e4fbfb6b3de1aa2872b76d49fafc942626e2add?narHash=sha256-OZiZ3m8SCMfh3B6bfGC/Bm4x3qc1m2SVEAlkV6iY7Yg%3D' (2024-11-15)
→ 'github:NixOS/nixpkgs/23e89b7da85c3640bbc2173fe04f4bd114342367?narHash=sha256-y/MEyuJ5oBWrWAic/14LaIr/u5E0wRVzyYsouYY3W6w%3D' (2024-11-19)
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
* speculative : refactor and add a simpler example ggml-ci * speculative : clean-up and add comments and TODOs [no ci] * speculative : manage context in common_speculative ggml-ci * speculative : simplify ggml-ci * speculative : simplify (cont) ggml-ci * speculative : add --draft-min CLI arg * speculative : minor fixup * make : build fixes * speculative : do not redraft previous drafts ggml-ci * speculative : fix the draft sampling ggml-ci * speculative : fix compile warning * common : refactor args ggml-ci * common : change defaults [no ci] * common : final touches ggml-ci
* fix build package for 2025.0 * debug * debug * fix * rm debug --------- Co-authored-by: arthw <[email protected]>
* ggml : add support for dynamic loading of backends --------- Co-authored-by: Georgi Gerganov <[email protected]>
* server : add speculative decoding support ggml-ci * server : add helper function slot.can_speculate() ggml-ci
* Add download chat feature to server chat Add a download feature next to the delete chat feature in the server vue chat interface. * code style --------- Co-authored-by: Xuan Son Nguyen <[email protected]>
* llama : accept a list of devices to use to offload a model * accept `--dev none` to completely disable offloading * fix dev list with dl backends * rename env parameter to LLAMA_ARG_DEVICE for consistency
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