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qwen: merge tensors on convert by am17an · Pull Request #31028 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/31028

CUDA: fuse FFN gate/up matmuls and GLU in MMQ with interleaved gate/up rows by anujj · Pull Request #29948 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/29948

qwen4exp : build the QSA selection without the kq_mask by sanmai · Pull Request #30965 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30965

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 : add adaptive single-graph MoE offload by pwilkin · Pull Request #30971 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/30971
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

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
Add Support to maion-coder arch by mailkv23 · Pull Request #29778 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/29778

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

mtmd : add video input support by ngxson · Pull Request #24269 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/24269

server, webui: support continue generation on reasoning models by ServeurpersoCom · Pull Request #22727 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/22727

webui: Agentic Loop + MCP Client with support for Tools, Resources and Prompts by allozaur · Pull Request #18655 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/18655

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