b12031

opencl: add initial iq3 support (#31338)

• opencl: add iq3_s AOS mv

Assisted-by: Codex

• opencl: add iq3_s SOA mv and tiled mm

Assisted-by: Codex

• opencl: add iq3_s noshuffle gemm/gemv for adreno

Co-authored-by: Shaofei Qi shaoqi@qti.qualcomm.com
Assisted-by: Codex

• opencl: add iq3_s dp4a for adreno

Co-authored-by: Shaofei Qi shaoqi@qti.qualcomm.com
Assisted-by: Codex

• opencl: optimize iq3_s adreno decode and narrow batches

Co-authored-by: Shaofei Qi shaoqi@qti.qualcomm.com
Assisted-by: Codex

• opencl: add iq3_xxs AOS mv

Assisted-by: Codex

• opencl: add iq3_xxs SOA mv and tiled mm

Assisted-by: Codex

• opencl: add iq3_xxs noshuffle gemm/gemv for adreno

Co-authored-by: Shaofei Qi shaoqi@qti.qualcomm.com
Assisted-by: Codex

• opencl: add iq3_xxs dp4a for adreno

Co-authored-by: Shaofei Qi shaoqi@qti.qualcomm.com
Assisted-by: Codex

• opencl: optimize iq3_xxs adreno decode and narrow batches

Co-authored-by: Shaofei Qi shaoqi@qti.qualcomm.com
Assisted-by: Codex

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Co-authored-by: Li He lih@qti.qualcomm.com

Website:

• https://llama.app

Attestations:

• https://github.com/ggml-org/llama.cpp/attestations/62283042

macOS/iOS:

• macOS Apple Silicon (arm64)
• macOS Apple Silicon (arm64, KleidiAI enabled) DISABLED
• macOS Intel (x64)
• iOS XCFramework

Linux:

• Ubuntu x64 (CPU)
• Ubuntu arm64 (CPU)
• Ubuntu s390x (CPU)
• Ubuntu 26.04 s390x (CPU)
• Ubuntu 26.04 s390x (zDNN)
• Ubuntu x64 (Vulkan)
• Ubuntu arm64 (Vulkan)
• Ubuntu x64 (CUDA 12) - CUDA 12.8 libraries
• Ubuntu x64 (CUDA 13) - CUDA 13.4 libraries
• Ubuntu arm64 (CUDA 13) - CUDA 13.4 libraries
• Ubuntu x64 (ROCm 10.0)
• Ubuntu x64 (OpenVINO)
• Ubuntu x64 (SYCL FP32)
• Ubuntu x64 (SYCL FP16)
• Linux arm64 (Snapdragon: CPU, Adreno GPU, Hexagon NPU) - setup guide

Android:

• Android arm64 (CPU)
• Android arm64 (Snapdragon: CPU, Adreno GPU, Hexagon NPU) - setup guide

Windows:

• Windows x64 (CPU)
• Windows arm64 (CPU)
• Windows arm64 (OpenCL Adreno)
• Windows x64 (CUDA 12) - CUDA 12.4 DLLs
• Windows x64 (CUDA 13) - CUDA 13.4 DLLs
• Windows arm64 (CUDA 13) - CUDA 13.4 DLLs
• Windows x64 (Vulkan)
• Windows arm64 (Vulkan)
• Windows x64 (OpenVINO)
• Windows x64 (SYCL)
• Windows x64 (ROCm 10.0)

openEuler:

• DISABLED
• openEuler x86 (310p)
• openEuler x86 (910b, ACL Graph)
• openEuler aarch64 (310p)
• openEuler aarch64 (910b, ACL Graph)

UI:

• UI