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llama.cpp releases

llama.cpp · b12058

imatrix : fix --nextn crash (#31522) **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12058/llama-b12058-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12058/llama-b12058-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12058/llama-b12058-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12058/llama-b12058-bin-ubuntu-x64.tar.gz) - [Ubuntu arm64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12058/llama-b12058-bin-ubunt

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llama.cpp releases

llama.cpp · b12054

ggml-zdnn: share buffers with host (#31481) Signed-off-by: Aaron Teo **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12054/llama-b12054-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12054/llama-b12054-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12054/llama-b12054-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12054/llama-b12054-bin-ubuntu-x64.tar.gz) - [Ubuntu arm64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/downlo

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llama.cpp releases

llama.cpp · b12053

ggml : use `vm_allocate` instead of `posix_memalign` on all Apple platforms (#31437) * ggml : use `vm_allocate` instead of `posix_memalign` on iOS * ggml : use vm_allocate on all Apple platforms, run test-host-buffer-release by default **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12053/llama-b12053-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12053/llama-b12053-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12053/llama-b12053-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://

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llama.cpp releases

llama.cpp · b12050

vulkan: improve small-n split-K selection on RDNA3 and RDNA4 (#30146) * vulkan: improve small-n split-K selection on RDNA3 and RDNA4 * Clean up test cases by removing commented code Removed tests as requested **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12050/llama-b12050-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12050/llama-b12050-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12050/llama-b12050-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.c

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llama.cpp releases

llama.cpp · b12048

sycl : fast ggml_sycl_comm_exchange() on Intel Arc Pro B70s (#30956) * Update ggml-sycl.cpp Increases -sm tensor prompt eval t/s by +19% with zero PPL change. * Update ggml-sycl.cpp Replace first pair of wait() calls with ext_oneapi_submit_barrier(). The wait() calls was discovered to cause MTP degradation. * Update ggml-sycl.cpp Adding comm_exchange function pointer to switch between 2 and 4 buffer ggml_sycl_comm_exchange versions @ initialization time (versus hot path) controlled by SYCL_ENABLE_DEFAULT_CONTEXTS=1 setting. * Update ggml-sycl.cpp adding back 2nd half of 4-buffer free. * Update ggml-sycl.cpp Removing extra whitespace. * Update ggml-sycl.cpp Excluding Windows until it is validated on Windows. **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](h

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llama.cpp releases

llama.cpp · b12047

sycl: dmmv code cleanup (#31325) * sycl: fold q8_0 reorder dmmv into the generic template * sycl: template the dmmv non-K launchers * sycl: template the dmmv K-quant launchers **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12047/llama-b12047-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12047/llama-b12047-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12047/llama-b12047-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12047/llama

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llama.cpp releases

llama.cpp · b12038

ggml : fix clang-cl build with AVX512 BF16 (#31276) * Correctly gate immintrin.h inclusion when building with clang-cl and avx512bf16 * ggml : explicit vector casts for clang-cl **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12038/llama-b12038-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12038/llama-b12038-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12038/llama-b12038-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12038/lla

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Tencent News · AI Channel

LeCun has proven: scale never mattered, and the next-token approach is inefficient.

Editor | Neo, Zenan Artificial intelligence pioneer Yann LeCun has long argued that “generative AI is a dead end; world models are the true future.” He believes autoregressive generation suffers from fundamental mathematical flaws, that text cannot capture most of human knowledge, and that genuine reasoning does not rely on optimization-based inference. According to his criteria, the measure of intelligence should be the speed of learning new tasks and the ability to handle entirely new environments with zero-shot learning. Based on this perspective, LeCun seeks an alternative path: world...

LeCun证明了：规模从未起作用，下一token路线效率低
AITencent News
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llama.cpp releases

llama.cpp · b12034

webgpu : fix CI by keeping scratch alloc sizes monotonic in batch length (#31422) * webgpu: keep scratch alloc sizes monotonic in the batch length The flash attention vec path and the MMVQ path append a scratch area after dst, but get_alloc_size only accounted for it when the current batch takes that path. The size was therefore not monotonic in the batch length: a graph reserved at n_ubatch (tiled path, no scratch) or at one token did not cover batches of 2 to 19 query rows, and GGML_SCHED_NO_REALLOC builds aborted on an unexpected reallocation. Pass the row count to both path predicates and size the scratch with the row count clamped to the longest batch the short path serves. * nit: align the mmvq pipeline key with clang-format 22 * webgpu: address review @yomaytk, name the mat-vec row

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llama.cpp releases

llama.cpp · b12032

sycl: Try PkgConfig for LevelZero includes / libs (#31076) **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12032/llama-b12032-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12032/llama-b12032-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12032/llama-b12032-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12032/llama-b12032-bin-ubuntu-x64.tar.gz) - [Ubuntu arm64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12032/

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llama.cpp releases

llama.cpp · b12031

opencl: add initial iq3 support (#31338) * opencl: add iq3_s AOS mv Assisted-by: Codex * opencl: add iq3_s SOA mv and tiled mm Assisted-by: Codex * opencl: add iq3_s noshuffle gemm/gemv for adreno Co-authored-by: Shaofei Qi Assisted-by: Codex * opencl: add iq3_s dp4a for adreno Co-authored-by: Shaofei Qi Assisted-by: Codex * opencl: optimize iq3_s adreno decode and narrow batches Co-authored-by: Shaofei Qi Assisted-by: Codex * opencl: add iq3_xxs AOS mv Assisted-by: Codex * opencl: add iq3_xxs SOA mv and tiled mm Assisted-by: Codex * opencl: add iq3_xxs noshuffle gemm/gemv for adreno Co-authored-by: Shaofei Qi Assisted-by: Codex * opencl: add iq3_xxs dp4a for adreno Co-authored-by: Shaofei Qi Assisted-by: Codex * opencl: optimize iq3_xxs adreno decode and narrow batches Co-authored-by: Sha

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llama.cpp releases

llama.cpp · b12029

mtmd : fix InternVL CLS token order (#30886) **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12029/llama-b12029-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12029/llama-b12029-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12029/llama-b12029-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12029/llama-b12029-bin-ubuntu-x64.tar.gz) - [Ubuntu arm64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12029/llama-b12029-b

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llama.cpp releases

llama.cpp · b12028

tests : enable Gemma 4 in `test-llama-archs` (#31401) * tests : enable Gemma 4 in `test-llama-archs` * tests : use GQA for Gemma 4 in `test-llama-archs` **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12028/llama-b12028-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12028/llama-b12028-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12028/llama-b12028-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12028/llama-b12028-bin-ubuntu-x64.

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llama.cpp releases

llama.cpp · b12027

llama : enable tensor split for LFM3 (#31431) Assisted-by: Claude Opus 5.5 **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12027/llama-b12027-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12027/llama-b12027-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12027/llama-b12027-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12027/llama-b12027-bin-ubuntu-x64.tar.gz) - [Ubuntu arm64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/

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llama.cpp releases

llama.cpp · b12024

reshaping so mm on 2d instead of 3d tensor for lfm sc (#30831) **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12024/llama-b12024-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12024/llama-b12024-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12024/llama-b12024-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12024/llama-b12024-bin-ubuntu-x64.tar.gz) - [Ubuntu arm64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12

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llama.cpp releases

llama.cpp · b12022

server : fix /v1/responses endpoint to accept extra_params (#30959) **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12022/llama-b12022-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12022/llama-b12022-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12022/llama-b12022-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12022/llama-b12022-bin-ubuntu-x64.tar.gz) - [Ubuntu arm64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/downloa

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llama.cpp releases

llama.cpp · b12021

mtmd : resize Gemma 4 images without letterbox padding (#30922) * mtmd : resize Gemma 4 images without letterbox padding * Apply suggestion from @ngxson --------- Co-authored-by: Xuan-Son Nguyen **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12021/llama-b12021-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12021/llama-b12021-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12021/llama-b12021-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/do

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llama.cpp releases

llama.cpp · b12020

opencl: add fwht (#31434) Co-authored-by: Li He **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12020/llama-b12020-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12020/llama-b12020-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12020/llama-b12020-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12020/llama-b12020-bin-ubuntu-x64.tar.gz) - [Ubuntu arm64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12020/llama-b1202

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