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# vLLM v0.25.0 Release Notes ## Highlights This release features 558 commits from 232 contributors (64 new)! * **Model Runner V2 is now the default for all dense models** (#44443). Building on quantized-model support from the previous release, MRv2 is now the standard ex

<details open> llama : make tensor-split regex patterns static (#24710) llama_meta_device_get_split_state() recompiled 29 std::regex on every call. In -sm tensor mode the callback runs once per tensor per token, so this dominated the decode thread in profiling. Mark them static

<details open> hexagon: improve ARGSORT performance for small tensors (#25512) * hex-sort: add efficient bitomic sort in hvx regs up to 1024 elements * hex-sort: fix inverted vrors * hex-sort: specialize sort functions for the common cases * hex-sort: add tracing and local c

<details open> arg: prevent duplicate spec model downloads (#25527) </details> **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b9964/llama-b9964-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISA

# Patch release v5.13.1 This patch is focused on enabling `transformers` for the latest release of vllm! - Be more defensive with remap_legacy_layer_types for custom models (#47245) from @hmellor - Fix custom code which doesn't know about the new linear layer type names

<details open> mtmd: deepseek-ocr v1 multi-tile (#24717) * mtmd: deepseek-ocr v1 multi-tile dynamic resolution + unified image-preprocessors for both versions (ds-ocr v1 and v2) * remove hacky API * fuse row into a long image * almost working * adapt to new preprocessor api

<details open> server: remove loading.html (#25500) * server: remove loading.html * apply ui changes </details> **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b9960/llama-b9960-bin-macos-arm64.tar.gz) - macOS Apple Sili

<details open> sync : ggml </details> **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b9959/llama-b9959-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.c