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Add NVIDIA TensorRT-LLM optimization guide for GPT-OSS models #1983

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Merged
merged 4 commits into from
Aug 5, 2025
Merged

Add NVIDIA TensorRT-LLM optimization guide for GPT-OSS models #1983

merged 4 commits into from
Aug 5, 2025
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jayrodge
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@jayrodge jayrodge commented Aug 5, 2025

Summary

Adds a comprehensive guide for optimizing OpenAI GPT-OSS models using NVIDIA TensorRT-LLM.

Changes

  • Add detailed guide for optimizing gpt-oss-20b and gpt-oss-120b models
  • Include hardware prerequisites (16GB+ VRAM, recommended GPUs)
  • Provide installation instructions for TensorRT-LLM via NGC and Docker
  • Add Python API examples for model loading and inference
  • Include performance optimization tips and next steps

Benefits

  • Helps users optimize GPT-OSS models for high-performance inference
  • Provides clear hardware requirements and setup instructions
  • Includes practical code examples for immediate use

@pap-openai pap-openai merged commit 3d32e44 into openai:main Aug 5, 2025
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@pap-openai pap-openai pap-openai approved these changes

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@jayrodge @pap-openai