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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

Release b11003 · ggml-org/llama.cpp: LLM inference in C/C++. Contribute to ggml-org/llama.cpp development by creating an account on GitHub.
github.com/ggml-org/llama.cpp/releases/tag/b11003

[Model] Support for Spark2_5ForCausalLM implementation by KnightYao · Pull Request #27868 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/27868
![[Model] Support for Spark2_5ForCausalLM implementation by KnightYao · ...](https://external-preview.redd.it/6h0V4yMBBKr5_11MMAmOLtHEsjY-jsuw28y7L8uplWE.png?width=320&crop=smart&auto=webp&s=999ed6dddc358db796d29937217513d260ab8e45)
model: MTP support for Qwen3-Next by yomaytk · Pull Request #25589 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/25589

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

feat: Add Mimo v2.5 model support by AesSedai · Pull Request #22493 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/22493

TurboQuant - Extreme KV Cache Quantization · ggml-org/llama.cpp · Discussion #20969
github.com/ggml-org/llama.cpp/discussions/20969
ggml: add Q1_0 1-bit quantization support (CPU) by khosravipasha · Pull Request #21273 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/21273

model : add HunyuanOCR support by richarddd · Pull Request #21395 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/21395

llama : rotate activations for better quantization by ggerganov · Pull Request #21038 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/21038

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