├── .github └── workflows │ ├── codeql.yml │ └── pre-commit.yaml ├── .gitignore ├── .pre-commit-config.yaml ├── Conceptual_Guide ├── Part_1-model_deployment │ ├── README.md │ ├── client.py │ ├── img │ │ └── multiple_models.PNG │ ├── img1.jpg │ ├── model_repository │ │ ├── text_detection │ │ │ └── config.pbtxt │ │ └── text_recognition │ │ │ └── config.pbtxt │ └── utils │ │ └── model.py ├── Part_2-improving_resource_utilization │ ├── README.md │ ├── img │ │ ├── dynamic_batching.PNG │ │ └── multi_instance.PNG │ └── model_repository │ │ └── text_recognition │ │ └── config.pbtxt ├── Part_3-optimizing_triton_configuration │ ├── README.md │ ├── img │ │ ├── arch.jpg │ │ ├── report_1.PNG │ │ └── report_2.PNG │ └── reports │ │ ├── detailed │ │ ├── text_recognition_config_4 │ │ │ └── detailed_report.pdf │ │ ├── text_recognition_config_5 │ │ │ └── detailed_report.pdf │ │ └── text_recognition_config_default │ │ │ └── detailed_report.pdf │ │ └── summaries │ │ └── text_recognition │ │ └── result_summary.pdf ├── Part_4-inference_acceleration │ ├── README.md │ ├── img │ │ ├── fw-trt-workflow.PNG │ │ ├── query_flow.PNG │ │ └── selecting_accelerator.PNG │ └── sample_configs │ │ ├── ORT_TRT_config.pbtxt │ │ ├── ORT_cuda_ep_config.pbtxt │ │ └── ORT_openvino_config.pbtxt ├── Part_5-Model_Ensembles │ ├── README.md │ ├── client.py │ ├── img1.jpg │ ├── model_repository │ │ ├── detection_postprocessing │ │ │ ├── 1 │ │ │ │ └── model.py │ │ │ └── config.pbtxt │ │ ├── detection_preprocessing │ │ │ ├── 1 │ │ │ │ └── model.py │ │ │ └── config.pbtxt │ │ ├── ensemble_model │ │ │ ├── 1 │ │ │ │ └── .gitkeep │ │ │ └── config.pbtxt │ │ ├── recognition_postprocessing │ │ │ ├── 1 │ │ │ │ └── model.py │ │ │ └── config.pbtxt │ │ ├── text_detection │ │ │ └── config.pbtxt │ │ └── text_recognition │ │ │ └── config.pbtxt │ └── utils │ │ ├── export_text_detection.sh │ │ ├── export_text_recognition.py │ │ ├── export_text_recognition.sh │ │ └── model.py ├── Part_6-building_complex_pipelines │ ├── README.md │ ├── client.py │ ├── export.py │ ├── gui │ │ ├── README.md │ │ ├── client.py │ │ └── requirements.txt │ ├── img │ │ └── multiple_backends.PNG │ └── model_repository │ │ ├── pipeline │ │ ├── 1 │ │ │ └── model.py │ │ └── config.pbtxt │ │ ├── text_encoder │ │ └── config.pbtxt │ │ └── vae │ │ └── config.pbtxt ├── Part_7-iterative_scheduling │ ├── README.md │ ├── client │ │ ├── client.py │ │ └── print_utils.py │ ├── input_data.json │ └── model_repository │ │ ├── iterative-gpt2 │ │ ├── 1 │ │ │ └── model.py │ │ └── config.pbtxt │ │ └── simple-gpt2 │ │ ├── 1 │ │ └── model.py │ │ └── config.pbtxt ├── Part_8-semantic_caching │ ├── README.md │ └── artifacts │ │ ├── semantic_cache.patch │ │ └── semantic_caching.py └── README.md ├── Deployment └── Kubernetes │ ├── EKS_Multinode_Triton_TRTLLM │ ├── 1. Create_EKS_Cluster.md │ ├── 2. Configure_EKS_Cluster.md │ ├── 3. Deploy_Triton.md │ ├── README.md │ ├── eks_cluster_config.yaml │ ├── multinode_helm_chart │ │ ├── aws-efa-k8s-device-plugin │ │ │ ├── .helmignore │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── templates │ │ │ │ ├── NOTES.txt │ │ │ │ ├── _helpers.tpl │ │ │ │ └── daemonset.yaml │ │ │ └── values.yaml │ │ ├── chart │ │ │ ├── Chart.yaml │ │ │ ├── example_values.yaml │ │ │ ├── templates │ │ │ │ ├── NOTES.txt │ │ │ │ ├── deployment.yaml │ │ │ │ ├── hpa.yaml │ │ │ │ ├── pod-monitor.yaml │ │ │ │ ├── rbac.yaml │ │ │ │ └── service.yaml │ │ │ ├── values.schema.json │ │ │ └── values.yaml │ │ ├── containers │ │ │ ├── README.md │ │ │ ├── kubessh │ │ │ ├── server.py │ │ │ └── triton_trt_llm.containerfile │ │ ├── gen_ai_perf.yaml │ │ ├── nccl_test.yaml │ │ ├── nvidia_dcgm-exporter_values.yaml │ │ ├── nvidia_gpu-feature-discovery_daemonset.yaml │ │ ├── setup_ssh_efs.yaml │ │ └── triton-metrics_prometheus-rule.yaml │ ├── p5-trtllm-cluster-config.yaml │ └── pvc │ │ ├── claim.yaml │ │ ├── pv.yaml │ │ └── storageclass.yaml │ ├── README.md │ ├── TensorRT-LLM_Autoscaling_and_Load_Balancing │ ├── .gitignore │ ├── README.md │ ├── chart │ │ ├── .gitignore │ │ ├── Chart.yaml │ │ ├── gpt2_values.yaml │ │ ├── llama-2-7b-chat_values.yaml │ │ ├── llama-2-7b_values.yaml │ │ ├── llama-3-70b-instruct_values.yaml │ │ ├── llama-3-8b-instruct_values.yaml │ │ ├── llama-3-8b_values.yaml │ │ ├── opt125m_values.yaml │ │ ├── pvc_aws │ │ │ ├── claim_aws.yaml │ │ │ ├── pv_aws.yaml │ │ │ └── storageclass_aws.yaml │ │ ├── templates │ │ │ ├── NOTES.txt │ │ │ ├── deployment.yaml │ │ │ ├── horizontal-pod-autoscaler.yaml │ │ │ ├── pod-monitor.yaml │ │ │ └── service.yaml │ │ ├── values.schema.json │ │ └── values.yaml │ ├── clients │ │ ├── README.md │ │ ├── gpt2.yaml │ │ ├── llama-2-70b-instruct.yaml │ │ ├── llama-2-7b.yaml │ │ ├── llama-3-8b-instruct.yaml │ │ ├── llama-3-8b.yaml │ │ └── opt125m.yaml │ ├── containers │ │ ├── README.md │ │ ├── client.containerfile │ │ ├── client.py │ │ ├── server.py │ │ └── triton_trt-llm.containerfile │ ├── grafana_inference-metrics_dashboard.json │ ├── images │ │ ├── grafana-dashboard.png │ │ ├── grafana_import-dashboard.png │ │ ├── grafana_new-dashboard.png │ │ ├── graph_gpu-utilization.png │ │ └── graph_queue-compute-ratio.png │ ├── nvidia_dcgm-exporter_values.yaml │ ├── nvidia_gpu-feature-discovery_daemonset.yaml │ ├── prometheus-adapter_values.yaml │ ├── setup_ssh-nfs.yaml │ └── triton-metrics_prometheus-rule.yaml │ └── TensorRT-LLM_Multi-Node_Distributed_Models │ ├── .gitignore │ ├── README.md │ ├── chart │ ├── .gitignore │ ├── Chart.yaml │ ├── gpt2_values.yaml │ ├── llama-2-70b_values.yaml │ ├── llama-2-7b-chat_values.yaml │ ├── llama-2-7b_values.yaml │ ├── llama-3-70b-instruct_values.yaml │ ├── llama-3-8b-instruct_values.yaml │ ├── llama-3-8b_values.yaml │ ├── opt125m_values.yaml │ ├── templates │ │ ├── NOTES.txt │ │ ├── deployment.yaml │ │ ├── job.yaml │ │ ├── pod-monitor.yaml │ │ ├── rbac.yaml │ │ └── service.yaml │ ├── values.schema.json │ └── values.yaml │ ├── containers │ ├── README.md │ ├── kubessh │ ├── server.py │ └── triton_trt-llm.containerfile │ ├── nvidia_dcgm-exporter_values.yaml │ ├── nvidia_gpu-feature-discovery_daemonset.yaml │ └── pvc.yaml ├── Feature_Guide ├── Constrained_Decoding │ ├── README.md │ └── artifacts │ │ ├── client.py │ │ ├── client_utils.py │ │ └── utils.py ├── Data_Pipelines │ ├── README.md │ ├── client.py │ ├── img │ │ └── Flow.PNG │ └── model_repository │ │ ├── ensemble_model │ │ └── 1 │ │ │ └── config.pbtxt │ │ ├── model1 │ │ ├── 1 │ │ │ └── model.py │ │ └── config.pbtxt │ │ └── model2 │ │ ├── 1 │ │ └── model.py │ │ └── config.pbtxt ├── Function_Calling │ ├── README.md │ └── artifacts │ │ ├── client.py │ │ ├── client_utils.py │ │ └── system_prompt_schema.yml └── Speculative_Decoding │ ├── README.md │ ├── TRT-LLM │ └── README.md │ ├── dataset-converter.py │ └── vLLM │ ├── README.md │ └── model_repository │ ├── base_model │ ├── 1 │ │ └── model.json │ └── config.pbtxt │ ├── eagle_model │ ├── 1 │ │ └── model.json │ └── config.pbtxt │ └── opt_model │ ├── 1 │ └── model.json │ └── config.pbtxt ├── HuggingFace ├── README.md ├── client.py ├── ensemble_model_repository │ ├── ensemble_model │ │ └── config.pbtxt │ └── preprocessing │ │ ├── 1 │ │ └── model.py │ │ └── config.pbtxt ├── img │ ├── Approach.PNG │ └── netron.PNG └── python_model_repository │ └── python_vit │ ├── 1 │ └── model.py │ └── config.pbtxt ├── LICENSE ├── Migration_Guide ├── img │ └── arch.PNG └── migration_guide.md ├── Popular_Models_Guide ├── DeepSeek │ └── README.md ├── Hermes-2-Pro-Llama-3-8B │ └── README.md ├── Llama2 │ ├── README.md │ ├── deploy_trtllm_llama.sh │ ├── llama2vllm │ │ ├── 1 │ │ │ └── model.json │ │ └── config.pbtxt │ ├── trtllm_guide.md │ └── vllm_guide.md ├── Llava1.5 │ ├── llava_trtllm_guide.md │ ├── model_repository │ │ ├── llava-1.5 │ │ │ ├── 1 │ │ │ │ └── model.py │ │ │ └── config.pbtxt │ │ ├── tensorrt_llm │ │ │ ├── 1 │ │ │ │ └── .gitkeep │ │ │ └── config.pbtxt │ │ └── vision_encoder │ │ │ ├── 1 │ │ │ └── model.py │ │ │ └── config.pbtxt │ └── multi_modal_client.py └── StableDiffusion │ ├── README.md │ ├── backend │ └── diffusion │ │ └── model.py │ ├── build.sh │ ├── client.py │ ├── diffusion-models │ ├── stable_diffusion_1_5 │ │ ├── 1 │ │ │ └── .gitkeep │ │ └── config.pbtxt │ └── stable_diffusion_xl │ │ ├── 1 │ │ └── .gitkeep │ │ └── config.pbtxt │ ├── docker │ ├── Dockerfile │ └── Dockerfile.dockerignore │ ├── docs │ ├── client_0_generated_image_0_1_5.jpg │ ├── client_0_generated_image_0_xl.jpg │ └── model_configuration.md │ ├── run.sh │ └── scripts │ ├── build_models.py │ └── build_models.sh ├── Quick_Deploy ├── HuggingFaceTransformers │ ├── Dockerfile │ ├── README.md │ ├── falcon7b │ │ ├── 1 │ │ │ └── model.py │ │ └── config.pbtxt │ ├── llama7b │ │ ├── 1 │ │ │ └── model.py │ │ └── config.pbtxt │ └── persimmon8b │ │ ├── 1 │ │ └── model.py │ │ └── config.pbtxt ├── ONNX │ ├── README.md │ └── client.py ├── OpenVINO │ └── README.md ├── PyTorch │ ├── README.md │ ├── client.py │ ├── config.pbtxt │ └── export.py ├── TensorFlow │ ├── README.md │ ├── client.py │ ├── config.pbtxt │ └── export.py └── vLLM │ ├── .gitignore │ └── README.md ├── README.md ├── Triton_Inference_Server_Python_API ├── README.md ├── build.sh ├── deps │ └── requirements.txt ├── docker │ ├── Dockerfile │ └── Dockerfile.dockerignore ├── docs │ ├── car_sample.jpg │ └── sample_generated_image.jpg ├── examples │ ├── kafka-io │ │ ├── README.md │ │ ├── models │ │ │ └── tokenizer │ │ │ │ ├── 1 │ │ │ │ └── model.py │ │ │ │ └── config.pbtxt │ │ ├── requirements.txt │ │ ├── start-kafka.sh │ │ ├── start-server.sh │ │ ├── tritonserver_deployment.py │ │ └── utils │ │ │ ├── kafka_consumer.py │ │ │ └── kafka_producer.py │ └── rayserve │ │ ├── README.md │ │ ├── client.py │ │ ├── start_ray.sh │ │ ├── stop_ray.sh │ │ └── tritonserver_deployment.py ├── identity-models │ └── identity │ │ ├── 1 │ │ └── model.py │ │ └── config.pbtxt └── run.sh └── pyproject.toml /.github/workflows/codeql.yml: 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