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Can vLLM Run GGUF? Yes — on GPU Only

Originally published at mrsaynothing.dev . Last week a reader asked why their GGUF file 404s inside vLLM on a CPU box while the same file runs fine in Ollama.

  • vLLM supports running GGUF models on GPU only
  • Install vllm-gguf-plugin to serve GGUF model
  • --tokenizer flag required for GGUF model serving

AIoT in Practice: Bridging IoT Data and AI Insights for Industrial Use Cases

The Internet of Things has enabled information gathering at a level previously unseen. We can apply sensors to equipment, RFID systems to tagged assets, and other means to create a connected digital…

  • AIoT combines IoT data with AI insights for industrial use cases.
  • Data flows through sensor, connectivity, IoT platform, and AI/ML model in typical IoT architecture.
  • Data pipelines are crucial for accurate AI predictions in AIoT systems.

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