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llama : add adaptive single-graph MoE offload by pwilkin · Pull Request #30971 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30971
Multi-column on Intel XMX matrix engines refactored by budiony · Pull Request #29864 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/29864

llama: create new fused op for QSA mask by am17an · Pull Request #30640 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30640

nemotron : support non-standard GQA, BPE tokenizer and domyn-small pre-type by martin-cimmino · Pull Request #23343 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/23343

webgpu : add Q2_0 support by teddygood · Pull Request #30914 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30914

models: Add Flint model (FlintForCausalLM) by alexey-rsi · Pull Request #30928 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30928

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)
[feat] support dspark (Nanbeige4.2-3B) by zqlcode · Pull Request #27730 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/27730
![[feat] support dspark (Nanbeige4.2-3B) by zqlcode · Pull Request #27730 · ...](https://external-preview.redd.it/UiIVFfrv1DwgONdz7TaVGs_fz0aCQlVjOKQMC8B96yk.png?width=320&crop=smart&auto=webp&s=2fd7ffbeb732ed1514b3172e0ac9a77fb4f68d73)
feat: add MiMo v2.5 vision by AesSedai · Pull Request #22883 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/22883

ggml : add NVFP4 quantization type support by richarddd · Pull Request #19769 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/19769

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