├── .github └── workflows │ ├── build-package.yml │ ├── generate-model-config.yml │ ├── gh-pages.yml │ ├── pre-commit.yml │ └── release-package.yml ├── .gitignore ├── .pre-commit-config.yaml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── README_zh.md ├── docs ├── en │ ├── api.md │ ├── architecture.md │ ├── best_deployment_practices.md │ ├── commands.md │ ├── copy-button.js │ ├── custom.css │ ├── dify_integration.md │ ├── emd-architecture.png │ ├── emd_client.md │ ├── flowise_integration.md │ ├── index.md │ ├── installation.md │ ├── langchain_interface.md │ ├── langflow_integration.md │ ├── local_deployment.md │ ├── model-generator.html │ ├── nextchat_integration.md │ ├── ollama_integration.md │ ├── openai_compatible.md │ ├── sample.png │ ├── sdk_api.md │ ├── sdk_integration.md │ ├── supported_models.md │ └── swift_chat_integration.md ├── images │ ├── demo-deploy.avif │ ├── demo-install.avif │ ├── deploy.png │ ├── emd-architecture.png │ ├── header.jpg │ └── sample.png ├── index.html ├── mkdocs.base.yml └── mkdocs.en.yml ├── extra_params_demo.json ├── poetry.lock ├── pybuild.sh ├── pyproject.toml ├── src ├── benchmark │ ├── benchmark.py │ ├── benchmark.sh │ ├── benchmark_pipeline.py │ ├── common.py │ ├── long_prompts.txt │ ├── short_prompts.txt │ └── userdef.py ├── emd │ ├── __init__.py │ ├── cfn │ │ ├── codepipeline │ │ │ └── template.yaml │ │ ├── ec2 │ │ │ └── template.yaml │ │ ├── ecs │ │ │ ├── post_build.py │ │ │ └── template.yaml │ │ ├── sagemaker_async │ │ │ ├── post_build.py │ │ │ └── template.yaml │ │ ├── sagemaker_realtime │ │ │ ├── post_build.py │ │ │ └── template.yaml │ │ └── shared │ │ │ ├── ecs_cluster.py │ │ │ ├── ecs_cluster.yaml │ │ │ ├── filter_parameters.py │ │ │ ├── openai_router │ │ │ ├── Dockerfile │ │ │ ├── go.mod │ │ │ ├── go.sum │ │ │ └── main.go │ │ │ └── vpc.yaml │ ├── cli.py │ ├── commands │ │ ├── bootstrap.py │ │ ├── config.py │ │ ├── deploy.py │ │ ├── destroy.py │ │ ├── invoke │ │ │ └── invoke.py │ │ ├── models.py │ │ ├── status.py │ │ └── version.py │ ├── constants.py │ ├── integrations │ │ └── langchain_clients.py │ ├── models │ │ ├── README.md │ │ ├── __init__.py │ │ ├── asr │ │ │ ├── __init__.py │ │ │ └── whisper.py │ │ ├── audio │ │ │ ├── __init__.py │ │ │ └── higgs_audio.py │ │ ├── chat_templates │ │ │ ├── deepseek_r1.jinja │ │ │ ├── deepseek_r1_distill.jinja │ │ │ ├── internlm2d5_add_prefill_chat_template.jinja │ │ │ ├── llama3d3_add_prefill_chat_templates copy.jinja │ │ │ ├── llama3d3_add_prefill_chat_templates.jinja │ │ │ ├── qwen2vl_add_prefill_chat_template.jinja │ │ │ ├── qwen_2d5_add_prefill_chat_template.jinja │ │ │ └── qwq_32b_add_prefill_chat_template.jinja │ │ ├── comfyui │ │ │ ├── __init__.py │ │ │ └── comfyui.py │ │ ├── custom │ │ │ ├── __init__.py │ │ │ └── custom_docker.py │ │ ├── embeddings │ │ │ ├── __init__.py │ │ │ ├── bert_embedding.py │ │ │ ├── bge_vl.py │ │ │ ├── jina.py │ │ │ └── qwen.py │ │ ├── engines.py │ │ ├── frameworks.py │ │ ├── instances.py │ │ ├── llms │ │ │ ├── __init__.py │ │ │ ├── baichuan.py │ │ │ ├── deepseek.py │ │ │ ├── glm.py │ │ │ ├── internlm.py │ │ │ ├── jina.py │ │ │ ├── llama.py │ │ │ ├── medgemma.py │ │ │ ├── openai_oss.py │ │ │ ├── qwen.py │ │ │ └── txgemma.py │ │ ├── model.py │ │ ├── model_series.py │ │ ├── reranks │ │ │ ├── __init__.py │ │ │ ├── bge.py │ │ │ └── jina.py │ │ ├── services.py │ │ ├── utils │ │ │ ├── constants.py │ │ │ ├── logger_utils.py │ │ │ ├── model_files_modify_hooks.py │ │ │ ├── serialize_utils.py │ │ │ └── text_utilities.py │ │ └── vlms │ │ │ ├── __init__.py │ │ │ ├── dots_ocr.py │ │ │ ├── gemma3.py │ │ │ ├── internvl.py │ │ │ ├── mistral.py │ │ │ └── qwen.py │ ├── patch_questionary │ │ ├── common_with_help.py │ │ └── select_with_help.py │ ├── revision.py │ ├── sample │ │ └── vlm_sample_data.jpg │ ├── sdk │ │ ├── bootstrap.py │ │ ├── clients │ │ │ ├── client_base.py │ │ │ ├── ecs_client.py │ │ │ ├── integrations │ │ │ │ ├── langchain_clients.py │ │ │ │ └── openai_clients.py │ │ │ └── sagemaker_client.py │ │ ├── deploy.py │ │ ├── destroy.py │ │ ├── invoke │ │ │ ├── __invoke.py │ │ │ ├── comfyui_invoke.py │ │ │ ├── conversation_invoker.py │ │ │ ├── embedding_invoker.py │ │ │ ├── invoker_base.py │ │ │ ├── rerank_invoker.py │ │ │ ├── vlm_invoker.py │ │ │ └── whisper_invoker.py │ │ └── status.py │ └── utils │ │ ├── accelerator_utils.py │ │ ├── aws_service_management.py │ │ ├── aws_service_utils.py │ │ ├── cli_styles.py │ │ ├── decorators.py │ │ ├── exceptions.py │ │ ├── file_utils.py │ │ ├── framework_utils.py │ │ ├── line_iterator.py │ │ ├── logger_utils.py │ │ ├── network_check.py │ │ ├── profile_manager.py │ │ ├── smart_bootstrap.py │ │ ├── system_call_utils.py │ │ ├── text_utilities.py │ │ └── upload_pipeline.py └── pipeline │ ├── __init__.py │ ├── backend │ ├── backend.py │ ├── comfyui │ │ ├── Dockerfile │ │ ├── build_and_push_image.sh │ │ ├── build_and_push_inference_private.sh │ │ ├── comfyui_backend.py │ │ ├── ecr-policy.json │ │ ├── install_comfy.sh │ │ ├── ltxvideo-txt2video-api.json │ │ ├── serve.py │ │ ├── start.sh │ │ ├── test_api.py │ │ ├── workflow_api_animatediff.json │ │ └── workflow_txt2img_ltx_video_api.json │ ├── convert_engine_image_to_dmaa_dockerfiles │ │ ├── baichuan_m1_vllm_image_build.md │ │ ├── gemma3_vllm_image_build_dockerfile │ │ ├── llama_cpp_to_dmaa_image │ │ │ └── Dockerfile │ │ ├── ollama_to_dmaa_image │ │ │ └── Dockerfile │ │ ├── zhipu_z1_vllm_image_build.md │ │ └── zhipu_z1_vllm_image_dockerfile │ ├── huggingface │ │ ├── embedding │ │ │ ├── Dockerfile │ │ │ └── transformers_embedding_backend.py │ │ ├── llm │ │ │ ├── Dockerfile │ │ │ ├── Dockerfile_baichuan │ │ │ └── transformer_llm_backend.py │ │ ├── rerank │ │ │ ├── Dockerfile │ │ │ └── transformers_rerank_backend.py │ │ └── whisper │ │ │ ├── Dockerfile │ │ │ ├── download_model.py │ │ │ ├── requirements.txt │ │ │ └── whisper_backend.py │ ├── ktransformers │ │ ├── DeepSeek-R1 │ │ │ ├── config.json │ │ │ ├── configuration_deepseek.py │ │ │ ├── generation_config.json │ │ │ ├── tokenizer_config.json │ │ │ └── tokenizer_notice.txt │ │ ├── Dockerfile │ │ └── ktransformers_backend.py │ ├── llama_cpp │ │ ├── Dockerfile │ │ └── llama_cpp_backend.py │ ├── lmdeploy │ │ ├── Dockerfile │ │ ├── Dockerfile_internvl2 │ │ └── lmdeploy_backend.py │ ├── ollama │ │ ├── Dockerfile │ │ └── ollama_backend.py │ ├── tests │ │ └── vllm_tester.py │ ├── tgi │ │ ├── Dockerfile │ │ └── tgi_backend.py │ └── vllm │ │ ├── Dockerfile │ │ ├── Dockerfile_baichuan_m1 │ │ ├── Dockerfile_dots_ocr │ │ ├── Dockerfile_gemma3 │ │ ├── Dockerfile_higgs_audio │ │ ├── Dockerfile_qwen25_vl │ │ ├── __init__.py │ │ ├── higgs_audio_backend.py │ │ ├── requirements_dots_ocr.txt │ │ └── vllm_backend.py │ ├── deploy │ ├── build_and_push_image.py │ ├── deploy.py │ ├── prepare_comfyui_model.py │ └── prepare_model.py │ ├── dmaa_deploy.py │ ├── framework │ └── fast_api │ │ └── fast_api.py │ ├── invoke │ ├── invoke.py │ ├── invoke_ec2.py │ ├── invoke_sagemaker.py │ └── workflow_api_animatediff.json │ ├── parameters.json │ ├── pipeline.py │ ├── pipeline.sh │ ├── requirements.txt │ ├── service │ ├── ec2 │ │ └── client.py │ └── sagemaker │ │ ├── client.py │ │ ├── create_sagemaker_endpoint.py │ │ ├── create_sagemaker_execute_role.sh │ │ └── deploy.sh │ ├── test │ ├── openai_proxy.py │ ├── run_genai_perf.sh │ └── test.py │ └── utils │ ├── LineIterator.py │ ├── aws_service_utils.py │ ├── common.py │ └── logger_utils.py └── tests ├── batch_deploy_test.py ├── create_stack_test.py ├── deploy_time_test.py ├── generate_model_config.py ├── generate_supported_models_doc_cli.py ├── local_image_test.ipynb ├── model_test.py ├── pipeline_scripts ├── pipeline_qwen_test.sh ├── pipeline_whisper_test.sh └── pipeline_whisper_test_cfn.sh ├── process_pool_test.py ├── sdk_tests ├── client_tests │ ├── concurrency_test.py │ ├── emd_client_test.py │ ├── langchain_client_embedding_and_rerank_test.py │ ├── langchain_client_test.py │ ├── openai_client_test.py │ ├── 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