vLLM adds Ling FP8 quantization and MLA gate support
October 20, 2026
The vLLM inference engine now includes support for updated Ling FP8 quantization exclusions and Multi-Head Latent Attention (MLA) gates. These updates optimize model precision and inference efficiency for supported architectures.
HOW THIS AFFECTS YOU
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builderYou can achieve better quantization accuracy and lower latency using the new FP8 and MLA optimizations.
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researcherThese updates reflect the movement of new quantization and attention methods into production runtimes.