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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

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

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

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

ggml-cpu: tiled mul_mat for k-quants by jbooth · Pull Request #27851 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/27851

spec : support DSpark for LFM2 models by tdakhran · Pull Request #27383 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/27383

cuda: extract Q1_0 elements via __byte_perm by dfriehs · Pull Request #25628 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/25628

ggml-hip: enable -funsafe-math-optimizations (#24668) · ggml-org/llama.cpp@ccb0c34
github.com/ggml-org/llama.cpp/commit/ccb0c3422394fbbfc28fd91f8c77111b748cfa09

[SYCL] Flash Attention with XMX engine via oneDNN graph API (SDPA) on KV f16; Qwen3.6-27b-Q8_0 prefill speed up x1.21 at p=512 and x4 ...
github.com/ggml-org/llama.cpp/pull/25222
![[SYCL] Flash Attention with XMX engine via oneDNN graph API (SDPA) on KV ...](https://external-preview.redd.it/PiobGTa9Ar4n2XTY_w1Evrk8m93zn0TPQ5kvPfsngUI.png?width=320&crop=smart&auto=webp&s=a1eb6e290299b771822d20fb4503f5fec1d0fca6)
Qwen3.6 + MTP: Calculated context size is smaller when I use `--spec-draft-type-* q4_0`. is this normal? · ggml-org/llama.cpp · Discussion #24102
github.com/ggml-org/llama.cpp/discussions/24102

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

fix gguf conversion for audio/vision mmproj by ngxson · Pull Request #21309 · ggml-org/llama.cpp
github.com/ggml-org/llama.cpp/pull/21309
Release b8498 · 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/b8498

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