GGML
GGML, a robust tensor library, optimized for performance and platform compatibility, offers features like 16-bit floating-point operations and integer quantization for efficient machine learning model training.
Description for GGML
GGML (Generic Graph Machine Learning) is a powerful tensor library tailored for machine learning professionals, offering high-performance computation on standard hardware and facilitating training of large-scale models with a rich set of features and optimizations.
Features of GGML:
- C-based Implementation:
- Optimized for performance and platform compatibility using C.
- 16-bit Floating-point Operations:
- Implementation of 16-bit floating-point operations reduces memory demands and accelerates computations.
- Integer Quantization:
- Memory and computation optimization through reduced bit precision in model weights and activations.
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