feat: sync llama.cpp to b11010

[github-actions]

🤖 Automated llama.cpp sync

This PR was automatically created/updated by the daily sync workflow.

Changes:

• Updated the vendored llama.cpp (vendor/llama.cpp) from b10951 to b11010
• Re-applied scripts/patches and regenerated version files

Verification:

• ❌ Vendor sync, scripts/update-llama-cpp.sh (failed)
• ⏭️ Android libraries build (skipped)
• ⏭️ iOS frameworks build (skipped)
• ⏭️ C++ unit tests (skipped)
• ⏭️ TypeScript build (skipped)

⚠️ Some steps failed. Check the workflow run for logs. Fixes can be pushed to auto/sync-llama.cpp directly: while this PR stays open, later sync runs build on top of the branch instead of resetting it.

📋 llama.cpp changes (b10951 → b11010)

• 4bc272f vulkan: work around NV bug with argsort_large.comp (#28975)
• fb27a52 TP: fix split state and granularity for fused QKV gemma4, qwen35 (#28965)
• c6824a9 ci: switch fast jobs back to github (#28959)
• 2f3fd02 Enable CUDA graph for MTP draft (#28549)
• 1ec8188 hexagon: Support for K-Quants Q4_K and Q6_K (#28994)
• 82324fc hexagon: accept the zeroed rope probe in supports_op (#28995)
• 7ceed87 models : allow Nemotron-H models to only define layer_norm_epsilon (#28989)
• 7d6f5d0 model : add support for HrmTextForCausalLM (DFM Mimir 1B) (#27625)
• 83078fe CUDA/HIP: improve access patterns in im2col (#28013)
• f266648 spacemit : fix wrong transpose function for int16 data (#25161)
• 6019933 rpc : invalidate cached compute graph when a referenced buffer is freed (#24292)
• b04d4e5 Change max context length for auto-fitting with unified KV (#28849)
• 37b53fd qwen4exp: add hc ops (#28901)
• fccf716 HIP: broaden MoE ncols_opt tile heuristic on RDNA3.5 architecture (#28935)
• 0bec16e chat : force \n</think> on reasoning budget end for qwen3-coder (#28869)
• d4365d9 vulkan: make MUL_MAT_ID BN/2 tail unconditional (#28923)
• 0a8b29a metal: fix NaN in mul_mm_id when activations exceed f16 range (#26223)
• 583926e ci : add self-hosted webgpu to hf-jobs (#28712)
• e13469a llama-bench: support --version to print build info (#28971)
• 930e2fa hexagon: add back missing contiguous fast-path and hvx_copy_uu for each run (#28886)
• 72b590d hex-cpy: use dma if src and dst are contiguous (#28906)
• 38a5b42 HIP: Enable AllReduce for ROCm (#27825)
• 9f31776 opencl: choose the MoE expert matmul by batch size for speculative decoding/MTP (#27637)
• d1d3c33 ci: build MUSA for only 1 arch (#28944)
• 6011c34 docs: Rule of thumb for AI review time [no ci] (#28945)
• 7609846 rpc : hash-cache only weights (#28789)
• 5431581 cuda: support row-contiguous SUM_ROWS (#26308)
• 9e71716 models : move build_arch_graph() after graph() template specialization (#28934)
• fc82583 vulkan: support sparse Flash Attention (#28105)
• 77d554b OpenVINO: optimize stateful decode and GPU MoE inference (#28638)
• 6ec1a7e opencl: add generic ssm_scan (#28881)
• 1af6c65 ci: bump kleidiai runners from 22.04 to 24.04 (#28885)
• 1e7bcf3 metal : add FA kernels for HSK=96, HSV=64 (MiniCPM3) (#28599)
• 0ecb159 ci: Bump CUDA Windows x64 builds to 13.4.1 (#28930)
• 987498f ci : fix android release (#28936)
• 4c9233c cuda : enable i16 and i32 for DUP (#28897)
• 69eb250 cmake : use PROJECT_SOURCE_DIR instead of CMAKE_SOURCE_DIR (#28771)
• 1bc7a5a webui: stop re-probing disabled /tools endpoint on every message (#28646)
• 7cf1c54 ci : reuse build tag name when used instead of safe one (#28911)
• 96ffdc4 CI: hip-quality-check: ignore spill added in bfdc32183d57f1e35bacf35c47d6311e2028bbbc (#28909)
• bfdc321 HIP: fattn-mma: use fp32 accumulation on MFMA devices (#28576)
• 391fac1 ci : add ubuntu-cuda builds to release (#28186)
• 41abbfd qwen4exp: enable rms_norm + mul fusion (#28896)
• b4fa47d release : added gfx1103 to ubuntu rocm build (#28423)
• f3a184b cmake : remove precompiled headers (#28892)
• dfe4516 scripts: Add script to verify API/ABI compatibility (#28579)
• b29c606 llama.cpp : bump version to 0.4.1 (#28900)
• d9e03f1 sync : ggml
• eeea731 ggml : bump version to 0.24.0 (ggml/1627)
• bbdd9f2 tests : add fusion baseline README and broaden fusion CI triggers (#28893)

Please review and merge if all checks pass.