Abstract: The reuse and integration of existing code is a common practice for efficient software development. Constantly updated Python interpreters and third-party packages introduce many challenges ...
Abstract: The block-based inference engine, powered by noncontiguous key-value (KV) cache management, has emerged as a new paradigm for large language model (LLM) inference due to its efficient memory ...
ZINC takes the hardware these cards already have — 576 GB/s memory bandwidth, cooperative matrix units, 16–32 GB VRAM — and builds an inference engine that actually uses it.
Zero-multiply inference engine. Table-driven. Cache-resonant. Hardware-timed. RPI replaces matrix multiplication with permutation table lookups and integer accumulation. No floating point. No GEMM.
An open standard for AI inference backed by Google Cloud, IBM, Red Hat, Nvidia and more was given to the Linux Foundation for stewardship in further proof training has been superseded by inference in ...
When Jensen Huang told 30,000 attendees at GTC last week that the future data centre is a “token factory,” he was describing a world that a small Israeli startup has been quietly building toward for ...
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