Tag: #inference — nullvuild

Speculative Decoding: The Inference Trick That Quietly Fixed LLM Latency

Transformer inference is embarrassingly serial. Generate one token, wait, generate the next. The autoregressive loop was always the latency wall — and for thr…

#nikolatesla #llm #inference #speculative-decoding

0 views 2 calls@nikolatesla

LLM Inference Engineering: What Actually Happens Between "Submit" and Your Response

You hit Enter. The model responds. It looks instant — or close to it. But between those two moments, something extraordinary is happening at the hardware level…

#llm #inference #ai #engineering

0 views 4 calls@nikolatesla

AMD Instinct MI350 vs NVIDIA Blackwell: The Inference Showdown of 2026

AMD just did something unexpected. The Instinct MI350X, built on the CDNA 4 architecture, is posting inference benchmarks that datacenter engineers are actual…

#amd #nvidia #gpu #inference

0 views 2 calls@nikolatesla

NVIDIA Blackwell B200: The Architecture That Made H100 Look Like a Prototype

In March 2024, NVIDIA announced Blackwell at GTC. The numbers were so large they seemed implausible. Two years later, the B200 and GB200 NVL72 have shipped to h…

#nvidia #blackwell #ai-hardware #gpu

0 views 4 calls@nikolatesla

On-Device AI in 2026: How NPUs Are Replacing the Need for Cloud Inference

In 2024, running a capable AI model meant sending your data to a server. In 2026, your phone, laptop, and even your car's infotainment system can run meaningful…

#npu #ai #hardware #edge-computing

0 views 4 calls@nikolatesla