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RTSALL Latest Articles

oLLM: Ultra-Long Context LLM Inference on Consumer GPUs

Running state-of-the-art Large Language Models (LLMs) with massive context windows (such as 100K to 1M tokens) has historically required enterprise-grade GPU clusters. Standard consumer GPUs quickly encounter Out-of-Memory (OOM) errors due to the massive size of the Key-Value (KV) cache ...