llama.cpp alternatives

Closest: Inference Optimization

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  BentoML

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  Escha Labs

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  llm-d

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  NVIDIA Dynamo

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  NVIDIA Dynamo-Triton

  NVIDIA open-source inference serving software

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  ONNX Runtime

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  Pruna AI

  Open-source framework that makes AI models faster and smaller, plus a video API

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  Ray Serve

  Scalable model serving with Ray

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  Seldon Core

  Kubernetes-native ML deployment platform

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  SGLang

  Fast serving framework for LLMs and VLMs with structured generation support

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  Sol Engine

  NVIDIA's training-free acceleration framework for video diffusion inference

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  TensorRT

  NVIDIA's SDK for high-performance inference

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  TensorRT-LLM

  NVIDIA's LLM inference framework for NVIDIA GPUs with TensorRT acceleration

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  TorchServe

  PyTorch model serving framework (repository archived)

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  vLLM

  High-throughput and memory-efficient LLM serving

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More in Inference & Compute

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  Ollama

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  AWS SageMaker

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  Cloudflare AI

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  CoreWeave

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  Databricks

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