vLLM

vLLM Ascend: The Game-Changer for AI Hardware with 3x Performance Boost

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By Alex Morgan, Senior AI Tools Analyst Last updated: July 09, 2026 vLLM Ascend: The Game-Changer for AI Hardware with 3x Performance Boost The vLLM-Ascend plugin has emerged from the grassroots of the open-source community to achieve a staggering performance boost of up to 3x compared to traditional AI frameworks. This revelation disrupts the conventional … Read more

Huawei’s KVarN: A Quantum Leap in KV-Cache Quantization

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By Alex Morgan, Senior AI Tools Analyst Last updated: June 05, 2026 Huawei’s KVarN: A Quantum Leap in KV-Cache Quantization KVarN, the latest offering from Huawei, is not just another tool in the data processing toolbox; it represents a potential paradigm shift in how developers and enterprises capitalize on very large language models (vLLMs). According … Read more