Unverified50% confidenceFactExact time
TensorFlow Serving, Triton Inference Server, and vLLM are model serving frameworks used to meet real-time inference requirements.
1
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50%
Confidence
Long-term
Relevance
8/31/2026
First Seen
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Unverified可通过vLLM、TGI等高性能推理框架部署开放权重模型，并用LoRA等参数高效微调技术定制73% similarUnverifiedTensorRT-LLM is an open-source framework developed by NVIDIA specifically for optimizing large language model inference.72% similarUnverifiedThe model deployment stage involves model quantization, inference acceleration frameworks (such as vLLM and Ollama), and API encapsulation.69% similarPartially VerifiedvLLM, TensorRT-LLM, and llama.cpp are representative open-source frameworks in the field of LLM inference acceleration.68% similarUnverifiedvLLM is a high-performance large language model inference and deployment framework designed for production environments, optimized for high-concurrency and high-throughput demands.68% similar
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