Achieving Up to 67% Cost Savings with Prefill-Decode Disaggregation Using Ray + vLLM on AMD MI325X

DepthWeave-KV: Unlocking Long Context Efficiency

DepthWeave-KV tackles long-context LLM memory bottlenecks with token-adaptive cache compression, achieving 8.3x reduction and high throughpu

Low-Compilation-Cost Register Allocation in LLVM-Based Binary Translation

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Technical Analysis of Ultrassembler's High-Speed RISC-V Assembly Performance

How is Ultrassembler so fast?

Cache-aware prefill–decode disaggregation (CPD) for up to 40% faster long-context LLM serving

Serving long prompts doesn't have to mean slow responses. Learn how Together AI's CPD architecture separates warm and cold inference workloa

Introducing ESP LowCode Matter: Simplified Device Development

Accelerating Large-Scale LLM Inference on AMD Instinct MI350X/MI355X with Eagle3 and AMD Quark

Large language model (LLM) inference is increasingly constrained by autoregressive decoding. Even when prefill is highly optimized, the deco