diff --git a/docs/getting-started.md b/docs/getting-started.md index e4705e9..94af25c 100644 --- a/docs/getting-started.md +++ b/docs/getting-started.md @@ -27,8 +27,8 @@ The ModelPack specification is designed to integrate seamlessly with existing cl This section lists the core infrastructure components that ModelPack is working with. -- **[OCI Registries](https://github.com/opencontainers/distribution-spec)**: Store model artifacts using the same proven infrastructure as container images. One example of such implementation of an OCI registry is **[Harbor](https://goharbor.io/)**, which provides enterprise-grade OCI registry service that can host model artifacts with security scanning, policy management, and RBAC. -- Model distribution service: Provide efficient model artifacts distribution. One example of such implementation is **[Dragonfly](https://d7y.io/)**, a P2P-based file distribution system at scale. +- **[OCI Registries](https://github.com/opencontainers/distribution-spec)**: Store model artifacts using the same proven infrastructure as container images. One example of such an implementation of an OCI registry is **[Harbor](https://goharbor.io/)**, which provides enterprise-grade OCI registry service that can host model artifacts with security scanning, policy management, and RBAC. +- Model distribution service: Provides efficient model artifacts distribution. One example of such an implementation is **[Dragonfly](https://d7y.io/)**, a P2P-based file distribution system at scale. ### Model Management Tools @@ -62,7 +62,7 @@ This section lists the core infrastructure components that ModelPack is working #### 1. Install modctl -Follow the instructions to install `modctl` from the [modctl GitHub repository](https://github.com/modelpack/modctl/blob/main/docs/getting-started.md#installation) to install the CLI tool. +Follow the instructions in the [modctl GitHub repository](https://github.com/modelpack/modctl/blob/main/docs/getting-started.md#installation) to install the CLI tool. #### 2. Install Model CSI Driver @@ -133,12 +133,12 @@ spec: modelRef: "myregistry.com/mymodel:v1.0" ``` -This example shows how to mount a model artifact directly into a Kubernetes pod using the model CSI driver. The contents of the model is available within the /model directory within the running pod. +This example shows how to mount a model artifact directly into a Kubernetes pod using the model CSI driver. The contents of the model are available within the /model directory within the running pod. ## Next Steps 1. **Explore the [full ModelPack specification](./spec.md)** for technical implementation details -2. **Try more options of the [modctl tool](https://github.com/modelpack/modctl)** for additional hands-on experience +2. **Try more options with the [modctl tool](https://github.com/modelpack/modctl)** for additional hands-on experience 3. **Join the community** on [CNCF Slack #modelpack](https://cloud-native.slack.com/archives/C07T0V480LF) 4. **Contribute** to the ModelPack project - see our [contributing guidelines](../CONTRIBUTING.md)