ggml-org/llama.cpp
Jul 2025 – Aug 2025
2 Months active
Languages Used
C++OpenCL
Technical Skills
GPU ProgrammingGPU programmingImage ProcessingMachine LearningMatrix MultiplicationOpenCL
rmatif
PROFILE
Rmatif
Riadh contributed to both ggml-org/llama.cpp and Mintplex-Labs/whisper.cpp by developing OpenCL-accelerated kernels for matrix multiplication and 2D convolution, enabling efficient FP16 and FP32 computation for machine learning and image processing workloads. He extended datatype support and updated build systems to streamline integration across repositories, focusing on performance optimization and hardware portability. Riadh also addressed stability by fixing profiling-related crashes and introduced mixed-precision compute and early Flash Attention support, enhancing inference throughput on diverse OpenCL devices. His work, primarily in C++ and OpenCL, demonstrated depth in GPU programming and numerical computing, delivering robust, maintainable backend improvements.
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
10Total
Bugs
2
Commits
10
Features
4
Lines of code
4,469
Activity Months2
Your Network
368 people
Work History
August 2025
6 Commits • 2 Features
Aug 1, 2025Concise monthly summary for 2025-08 focusing on OpenCL backend stability, performance enhancements, and cross-repo collaboration across whisper.cpp and llama.cpp. Highlights include stability improvements in profiling paths, support for mixed-precision compute, and early Flash Attention integration to boost inference throughput on OpenCL devices. These changes expand device coverage, reduce profiling-related crashes, and deliver tangible performance gains for end-users.
6 Commits • 2 Features
Aug 1, 2025Concise monthly summary for 2025-08 focusing on OpenCL backend stability, performance enhancements, and cross-repo collaboration across whisper.cpp and llama.cpp. Highlights include stability improvements in profiling paths, support for mixed-precision compute, and early Flash Attention integration to boost inference throughput on OpenCL devices. These changes expand device coverage, reduce profiling-related crashes, and deliver tangible performance gains for end-users.
August 2025
July 2025
4 Commits • 2 Features
Jul 1, 2025July 2025 monthly performance summary focused on delivering OpenCL-accelerated kernels and strengthening cross-repo integration to boost inference throughput and hardware portability across ggml-org/llama.cpp and Mintplex-Labs/whisper.cpp. Key work delivered includes tiled FP16/FP32 matrix multiplication and 2D convolution kernels, with datatype support extended to FP16/FP32 and build-system updates to ease integration across projects.
July 2025
4 Commits • 2 Features
Jul 1, 2025July 2025 monthly performance summary focused on delivering OpenCL-accelerated kernels and strengthening cross-repo integration to boost inference throughput and hardware portability across ggml-org/llama.cpp and Mintplex-Labs/whisper.cpp. Key work delivered includes tiled FP16/FP32 matrix multiplication and 2D convolution kernels, with datatype support extended to FP16/FP32 and build-system updates to ease integration across projects.
Activity
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Quality Metrics
Correctness94.0%
Maintainability84.0%
Architecture89.0%
Performance93.0%
AI Usage22.0%
Skills & Technologies
Programming Languages
C++OpenCLOpenCL C
Technical Skills
C++C++ developmentGPU ComputingGPU ProgrammingGPU programmingImage ProcessingMachine LearningMachine Learning KernelsMatrix MultiplicationNumerical ComputingOpenCLParallel ComputingPerformance Optimizationdebuggingperformance optimization
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline
Mintplex-Labs/whisper.cpp
Jul 2025 – Aug 2025
2 Months active
Languages Used
C++OpenCL C
Technical Skills
C++GPU ComputingOpenCLPerformance OptimizationMachine Learning Kernels