Sync master with upstream release b9415#540
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jan-service-account merged 28 commits intoMay 30, 2026
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…ggml-org#23729) * mmvq Optim: add MMVQ_PARAMETERS_TURING(mmvq_parameter_table_id) for SM75 TURING * avoid a mismatch for JIT compilation of Turing device code for Ampere or newer Co-authored-by: Johannes Gäßler <johannesg@5d6.de> --------- Co-authored-by: Copilot <copilot@github.com> Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
* ci : disable all CPU variant builds for Vulkan workflow * cont : change cache key * cont : change build type
* mtmd: fix gemma 4 audio rms norm eps * Update tools/mtmd/clip.cpp Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com> --------- Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
removed AI-generated comment
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
* ci : releases use Github-hosted builds for the UI * cont : fix name
When model props are fetched asynchronously from the server, modelPropsVersion is incremented to trigger reactivity, but only the vision effect was listening to it.
* run ui publish on self-hosted fast * run on ubuntu-slim
* mtmd-debug: add color and rainbow mode * fix M_PI * max_dist
…l-org#23835) Updating infra to enable op fusion and using RMS_NORM+MUL as the use-case.
…gml-org#23480) Without this at least the vulkan backend will skip the `* 0` for !COMPUTE tensors, causing corrupt output.
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
* llama: add llm_graph_input_mtp * rename input_mtp -> input_token_embd * add TODO about mtmd embedding * cont : clean-up --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
[no release] Signed-off-by: Omid Azizi <oazizi@gimletlabs.ai>
* llama: use f16 mask for FA * review: add llama_cast + formatting * simplify
…se Attention (DSA) implementation (ggml-org#23346) * llama : support DeepSeek V3.2 model family (with DSA lightning indexer) * convert : handle DeepseekV32ForCausalLM architecture * ggml : support for f16 GGML_OP_FILL * memory : separate hparams argument in llama_kv_cache constructor * memory : add llama_kv_cache_dsa memory (KV cache + lightning indexer cache) * llama : support for LLM_ARCH_DEEPSEEK32 * model : llama_model_deepseek32 implementation * model : merge two scale operations into one in DSA lightning indexer implementation * chore : remove unused code * model : support NVFP4 in DeepSeek V3.2 Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com> * memory : refactoring TODO Co-authored-by: ggerganov <ggerganov@users.noreply.github.com> --------- Co-authored-by: Stanisław Szymczyk <sszymczy@gmail.com> Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com> Co-authored-by: ggerganov <ggerganov@users.noreply.github.com>
* server: bump timeout to 3600s * nits: change wording
…23530) * CUDA: Check PTX version on host side to guard PDL dispatch Checking on `__CUDA_ARCH_LIST__` alone is insufficient for JIT, as this variable doesn't differentiate between compiling for say sm_90, sm_90a or sm_90f (so forward-jittable PTX vs. arch/family-specific PTX). Thus, one can have a bug when compiling with `DCMAKE_CUDA_ARCHITECTURES="89;90a"`, where current code would wrongly dispatch to PDL on sm_90/sm_120 in forward-JIT mode. This PR fixes this issue by checking `cudaFuncAttributes::ptxVersion` of the incoming kernel at runtime. A check on ptxVersion alone is sufficient, as device-codes will always be >= ptxVersion (and any violation of this would be a severe bug in CUDA/nvcc), see: https://docs.nvidia.com/cuda/cuda-compiler-driver-nvcc/#gpu-code-code-code * Implement MurmurHash3 mixer for better hash distribution Magic constants were taken from boost: https://github.com/boostorg/container_hash/blob/2698b43803c012601e6bb1a6116e83767b97986c/include/boost/container_hash/detail/hash_mix.hpp#L19-L65 * Update ggml/src/ggml-cuda/common.cuh Co-authored-by: Johannes Gäßler <johannesg@5d6.de> * Address review comments, make seed non-zero * Apply code-formatting * Replace std::size_t -> size_t for consistency --------- Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
* mtmd: DeepSeek-OCR 2 support, with multi-tile dynamic resolution * introduced clip_image_f32::add_viewsep * address PR review - drop redundant ggml_cpy ops in both deepseekocr versions build - drop no-op ggml_cont in build_sam - assert num_image_tokens deepseekocr2 - view_seperator as (1, n_embd) at conversion (for both versions) - drop redundant ggml_reshape_2d * Update tools/mtmd/models/deepseekocr2.cpp Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com> --------- Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
* download: add option to skip_download * fix * fix 2 * if file doesn't exist, respect skip_download flag
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Updates dev branch with latest release (b9415) from ggml-org/llama.cpp