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mtmd: add cohere2 vision support by Terrencezzj · Pull Request #30062 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30062

CUDA: faster MMVQ for low-bit types by am17an · Pull Request #30517 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30517

model : add Kolibri-1 (Aleph-Alpha) support by riteme · Pull Request #30673 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30673

NVIDIA's Nemotron 3.5 Super VL with post-training beats Claude Opus 5, GPT-6.1 Sol on specialized task benchmarks
venturebeat.com/technology/nvidias-new-open-nemotron-3-5-super-vl-with-post-training-beats-claude-opus-5-gpt-6-1-sol-on-specialized-task-benchmarks

cpu : reduce AVX2 tiled accumulators together by trivalik · Pull Request #30296 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30296
model: Granite switch decision by gabe-l-hart · Pull Request #30676 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30676

model: add Muse Spark Open (text, vision and audio) by ServeurpersoCom · Pull Request #30616 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30616

cuda, hip: GDN chunked kernel by am17an · Pull Request #29353 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/29353

common : add --spec-draft-n-ubatch by ggerganov · Pull Request #30459 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30459

[Model] Support MiniCPM-V 4.7 by tc-mb · Pull Request #29416 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/29416
![[Model] Support MiniCPM-V 4.7 by tc-mb · Pull Request #29416 · ...](https://external-preview.redd.it/TbK3XVR6ASkdshlPBBilG4g95i2h7wYGzURwqT8Fmn4.png?width=320&crop=smart&auto=webp&s=02e9d6f9d18450296f10f55e9b66b1d79a133dfc)
ggml-cuda: assign four GDN state columns per warp by SongXiaoXi · Pull Request #30087 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30087

RPC: add `-sm tensor` by am17an · Pull Request #26610 · ggml-org/llama.cpp: LLM inference in C/C++. Contribute to ggml-org/llama.cpp development by creating an ...
github.com/ggml-org/llama.cpp/pull/26610

metal : few-row MMA mat-mul and batched copies for speculative decoding by pratiknarola-t · Pull Request #29869 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/29869

Enable CUDA graph for MTP draft by gaugarg-nv · Pull Request #28549 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/28549

Add arch support for cohere2-MoE by michaelw9999 · Pull Request #24260 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/24260

Remove padding and multiple D2D copies for MTP by gaugarg-nv · Pull Request #24086 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/24086

Move to backend sampling for MTP draft path by gaugarg-nv · Pull Request #23287 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/23287

Optimize MOE GEMV kernel for BS > 1. by gaugarg-nv · Pull Request #20905 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/20905

Eval bug: forcing full prompt re-processing in Qwen3-Coder-Next · Issue #19394 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/issues/19394

common : merge qwen3-coder and nemotron nano 3 parsers by aldehir · Pull Request #19765 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/19765

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