NVIDIA NIM AI PaaS Platform

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A NVIDIA NIM AI PaaS Platform is a AI PaaS platform (that facilitates the deployment of AI models) created by NVIDIA.

  • Context:
    • It can (typically) support large language models (LLMs) and other AI models with industry-standard APIs, enhancing integration into applications.
    • It can (often) deploy across various environments, including cloud, data centers, and on-premises workstations, allowing for scalable and flexible AI deployment.
    • It can range from being a solution for small-scale AI applications to powering large-scale enterprise AI deployments.
    • It can leverage optimized inference engines like TensorRT and Triton Inference Server, ensuring high performance and efficiency.
    • It can provide production-grade runtimes with ongoing security updates, maintaining stability and security for enterprise applications.
    • It can customize and fine-tune AI models for specific use cases, improving the accuracy and relevance of AI applications.
    • ...
  • Example(s):
  • Counter-Example(s):
  • See: TensorRT, Triton Inference Server, Large Language Models, AI Deployment


References

2024

[1] https://blockchain.news/news/nvidia-nim-generative-ai-deployment
[2] https://developer.nvidia.com/blog/a-simple-guide-to-deploying-generative-ai-with-nvidia-nim/
[3] https://nvidianews.nvidia.com/news/generative-ai-microservices-for-developers
[4] https://www.youtube.com/watch?v=l8_fVTWmkNA
[5] https://developer.nvidia.com/nim
[6] https://developer.nvidia.com/blog/nvidia-collaborates-with-hugging-face-to-simplify-generative-ai-model-deployments/
[7] https://www.youtube.com/watch?v=TBNFiMGYaAY
[8] https://developer.nvidia.com/blog/nvidia-nim-offers-optimized-inference-microservices-for-deploying-ai-models-at-scale/
[9] https://nvidianews.nvidia.com/news/nvidia-nim-model-deployment-generative-ai-developers
[10] https://venturebeat.com/ai/whats-a-nim-nvidia-inference-manager-is-new-approach-to-gen-ai-model-deployment-that-could-change-the-industry/
[11] https://developer.nvidia.com/nemo-microservices
[12] https://nvidianews.nvidia.com/news/digital-humans-ace-generative-ai-microservices
[13] https://www.nvidia.com/en-us/ai/