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DeepInfra

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Scalable machine learning inference and on-demand GPU APIs

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About DeepInfra

Hosting and scaling machine learning models in production requires managing complex GPU infrastructure, leading to high operational overhead and unpredictable compute costs.

DeepInfra provides cloud infrastructure and developer-friendly APIs to run open-source machine learning models and rent on-demand GPUs. Supported models cover tasks such as text generation, embeddings, automatic speech recognition, reranking, and image generation.

The platform operates on dedicated inference-optimized hardware in certified data centers. It offers pay-as-you-go billing based on token usage or instance hours, backed by a zero data retention policy and SOC 2 compliance.

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  • Embeddings generation
  • Json API
  • Speech recognition
  • Text to image
  • Text to speech
  • Text to video

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