TensorRT-Model-Connect / static

# TensorRT-Model-Connect

> Build TensorRT bundles from Python-first checkpoints and run them through a native C++ task API.

Documentation: https://nvidia.github.io/TensorRT-Model-Connect/
Repository: https://github.com/NVIDIA/TensorRT-Model-Connect

## Start here

- [Overview](https://nvidia.github.io/TensorRT-Model-Connect/)
- [Get Started](https://nvidia.github.io/TensorRT-Model-Connect/getting-started/overview)
- [Quick Start](https://nvidia.github.io/TensorRT-Model-Connect/getting-started/quick-start)
- [Supported Models](https://nvidia.github.io/TensorRT-Model-Connect/models-recipes/overview)
- [User Guides](https://nvidia.github.io/TensorRT-Model-Connect/user-guides/overview)
- [Tutorials](https://nvidia.github.io/TensorRT-Model-Connect/learning-path)
- [Architecture](https://nvidia.github.io/TensorRT-Model-Connect/architecture/ai-native-horizontal-scaling)
- [API Reference](https://nvidia.github.io/TensorRT-Model-Connect/api/overview)
- [Developer Guide](https://nvidia.github.io/TensorRT-Model-Connect/developer-guide/overview)
- [Release and Support](https://nvidia.github.io/TensorRT-Model-Connect/release-support/overview)
- [AI and Agent Guide](https://nvidia.github.io/TensorRT-Model-Connect/agent-guide)
- [Blog](https://nvidia.github.io/TensorRT-Model-Connect/blog)

## Sources of truth

- Complete family ownership: families/<family>/
- Family recognition and build entry: families/<family>/support.py and model.py
- Native family runtime: families/<family>/runtime/
- Direct E2E contracts: families/<family>/tests/manifests/*.json
- Shared Python build contracts: core/builder/tensorrt_model_connect/
- Public C++ task contracts: core/runtime/include/trtmc/task.h
- Shared bundle/loading mechanics: core/runtime/bundle/ and core/runtime/include/trtmc/runtime/
- Applications: apps/cli/, apps/benchmark/, and apps/devtoolkit/
- CLI: trtmc help and website/docs/api/cli-reference.md
- Repository agent rules: AGENTS.md

## Agent contract

- Read every applicable AGENTS.md before acting; the closest scoped file wins.
- Preserve user changes and inspect branch, status, and remotes before editing.
- Do not weaken tests or thresholds to make CI pass.
- Use exact model revision, family manifest, task, precision, topology, and runtime root.
- Distinguish source/static checks, GPU execution, model parity, performance, and publication evidence.
- Never expose credentials, gated assets, private URLs, or protected artifacts.