server/model_configuration.md at main · triton-inference-server/server

The Triton Inference Server provides an optimized cloud and edge inferencing solution. - server/model_configuration.md at main · triton-inference-server/server

Model Configuration Is this your first time writing a config file? Check out this guide or this example ! Each model in a model repository must include a model configuration that provides required and optional information about the model. Typically, this configuration is provided in a config.pbtxt file specified as ModelConfig protobuf . In some cases, discussed in Auto-Generated Model Configuration , the model configuration can be generated automatically by Triton and so does not need to be provided explicitly. This section describes the most important model configuration properties but the d

related reading

• tutorials/Conceptual_Guide/Part_1-model_deployment at main · triton-inference-server/tutorials · GitHubgithub.com
• tutorials/Conceptual_Guide/Part_4-inference_acceleration/README.md at main · triton-inference-server/tutorials · GitHubgithub.com
• GitHub - triton-inference-server/backend: Common source, scripts and utilities for creating Triton backends. · GitHubgithub.com
• tutorials/HuggingFace at main · triton-inference-server/tutorials · GitHubgithub.com
• Accelerated Inference for Large Transformer Models Using NVIDIA Triton Inference Server | NVIDIA Technical Blogdeveloper.nvidia.com
• API Reference — TensorRT LLMnvidia.github.io
• LLM Inference Performance Engineering: Best Practices | Databricks Blogdatabricks.com
• How to Think About TPUs | How To Scale Your Modeljax-ml.github.io
• GitHub - google-research/tuning_playbook: A playbook for systematically maximizing the performance of deep learning models.github.com
• microgptkarpathy.github.io
• GitHub - triton-lang/triton: Development repository for the Triton language and compiler · GitHubgithub.com
• GitHub - huggingface/nanotron: Minimalistic large language model 3D-parallelism training · GitHubgithub.com