From cecef01bbb5adc4eccd2e23882edc2c261e6ac07 Mon Sep 17 00:00:00 2001 From: danstotts-ops Date: Wed, 2 Sep 2026 08:44:51 -0600 Subject: [PATCH] fix(docs): resolve residual Ahrefs content issues --- api-reference/overview.mdx | 2 ++ .../copyparty-file-manager/overview.mdx | 2 +- community-solutions/overview.mdx | 2 +- get-started/connect-to-runpod.mdx | 6 ++++++ instant-clusters.mdx | 3 +++ instant-clusters/axolotl.mdx | 1 + serverless/development/local-testing.mdx | 4 ++-- serverless/vllm/openai-compatibility.mdx | 4 ++++ tutorials/introduction/overview.mdx | 14 ++++++++++++++ 9 files changed, 34 insertions(+), 4 deletions(-) diff --git a/api-reference/overview.mdx b/api-reference/overview.mdx index 0a0ed52b9..ea97d91e9 100644 --- a/api-reference/overview.mdx +++ b/api-reference/overview.mdx @@ -27,6 +27,8 @@ All requests require a [Runpod API key](/get-started/api-keys) in the request he Retrieve the complete OpenAPI specification for client generation, request validation, or tooling integration. +See the [interactive API documentation endpoint reference](/api-reference/docs/GET/docs) to open the browser-based reference directly. + ```bash cURL diff --git a/community-solutions/copyparty-file-manager/overview.mdx b/community-solutions/copyparty-file-manager/overview.mdx index f18d7d92f..a6b459937 100644 --- a/community-solutions/copyparty-file-manager/overview.mdx +++ b/community-solutions/copyparty-file-manager/overview.mdx @@ -4,7 +4,7 @@ description: "Web-based GUI for easy file browsing, uploading, downloading, and icon: "party-horn" --- -# Setting up CopyParty on Runpod +## Set up CopyParty on Runpod CopyParty provides a webbased GUI that makes file management simple on Runpod instances. With its intuitive interface, you can browse directories, upload/download files, preview images and videos, and manage your Pod's filesystem without complex command-line operations. diff --git a/community-solutions/overview.mdx b/community-solutions/overview.mdx index 935cb752b..4bb76e9a5 100644 --- a/community-solutions/overview.mdx +++ b/community-solutions/overview.mdx @@ -1,5 +1,5 @@ --- -title: "Introduction" +title: "Community solutions" description: "Community-created tools and solutions by and for Runpod users. Review setup and usage guidance for this Runpod community solution." icon: "flask" --- diff --git a/get-started/connect-to-runpod.mdx b/get-started/connect-to-runpod.mdx index 267b76e62..4037a933e 100644 --- a/get-started/connect-to-runpod.mdx +++ b/get-started/connect-to-runpod.mdx @@ -7,6 +7,8 @@ import { PodsTooltip, EndpointTooltip, ServerlessTooltip } from "/snippets/toolt Runpod offers multiple ways to access and manage your compute resources. Choose the method that best fits your workflow: +If you are deciding between Pods, Serverless, Public Endpoints, and Clusters, start with the [Runpod product overview](/get-started/products). + ## Runpod console The Runpod console provides an intuitive web interface to manage and s, access Pod terminals, send endpoint requests, monitor resource usage, and view billing and usage history. @@ -38,3 +40,7 @@ The Runpod CLI allows you to manage Pods from your terminal, execute code on Pod Every Pod comes pre-installed with the `runpodctl` command and includes a Pod-scoped API key for seamless command-line management. [Learn more about runpodctl →](/runpodctl/overview) + +## Coding agents + +Use the [agent onboarding guide](/agent-setup) to install Runpod skills and connect the Runpod MCP server to a supported coding agent. diff --git a/instant-clusters.mdx b/instant-clusters.mdx index c4c00b98b..9a3b62e50 100644 --- a/instant-clusters.mdx +++ b/instant-clusters.mdx @@ -28,6 +28,9 @@ Instant Clusters provide fully managed multi-node compute with high-performance Fine-tune LLMs across multiple GPUs. + + Serve models across multiple nodes with Ray and vLLM. + ## How it works diff --git a/instant-clusters/axolotl.mdx b/instant-clusters/axolotl.mdx index 7ad5fdbe9..385921b6b 100644 --- a/instant-clusters/axolotl.mdx +++ b/instant-clusters/axolotl.mdx @@ -106,6 +106,7 @@ You can monitor your cluster usage and spending using the **Billing Explorer** a Now that you've successfully deployed and tested an Axolotl distributed training job on an Instant Cluster, you can: +* Review the [fine-tuning guide](/fine-tune) for a complete Axolotl workflow and deployment path. * **Fine-tune your own models** by modifying the configuration files in Axolotl to suit your specific requirements. * **Scale your training** by adjusting the number of Pods in your cluster (and the size of their containers and volumes) to handle larger models or datasets. * **Try different optimization techniques** such as DeepSpeed, FSDP (Fully Sharded Data Parallel), or other distributed training strategies. diff --git a/serverless/development/local-testing.mdx b/serverless/development/local-testing.mdx index 561c24b96..24c7ef227 100644 --- a/serverless/development/local-testing.mdx +++ b/serverless/development/local-testing.mdx @@ -3,7 +3,7 @@ title: "Local testing" description: "Test your Serverless handlers locally before deploying to production. Review configuration and operations guidance for Runpod Serverless." --- -Testing your handler locally before deploying saves time and helps you catch issues early. The Runpod SDK provides multiple ways to test your handler function without consuming cloud resources. +Testing your handler locally before deploying saves time and helps you catch issues early. The Runpod SDK provides multiple ways to test your handler function without consuming cloud resources. See the [Serverless development overview](/serverless/development/overview) for the complete development lifecycle. ## Basic testing @@ -197,4 +197,4 @@ This command: - Starts the local API server on port 8080. - Uses 4 concurrent workers. - Sets the log level to `DEBUG` for maximum information. -- Enables the debugger for troubleshooting. \ No newline at end of file +- Enables the debugger for troubleshooting. diff --git a/serverless/vllm/openai-compatibility.mdx b/serverless/vllm/openai-compatibility.mdx index 80ac9e6de..4b706e238 100644 --- a/serverless/vllm/openai-compatibility.mdx +++ b/serverless/vllm/openai-compatibility.mdx @@ -190,3 +190,7 @@ See [environment variables reference](/serverless/vllm/environment-variables) fo | Authentication error | Use your Runpod API key, not an OpenAI key. | | Timeout errors | Increase client timeout for large models. | | Unexpected response format | Set `RAW_OPENAI_OUTPUT=1`. | + +## Integrate with workflow tools + +Follow the [n8n integration guide](/integrations/n8n-integration) to connect an OpenAI-compatible Runpod endpoint to an automated workflow. diff --git a/tutorials/introduction/overview.mdx b/tutorials/introduction/overview.mdx index fde28d61f..e24d7d1e7 100644 --- a/tutorials/introduction/overview.mdx +++ b/tutorials/introduction/overview.mdx @@ -27,6 +27,9 @@ Step-by-step guides for building and deploying example applications on Runpod. Deploy ComfyUI and generate images using JSON workflows. + + Deploy an Ollama server on CPU workers and send an inference request. + ## Flash @@ -67,3 +70,14 @@ Step-by-step guides for building and deploying example applications on Runpod. Chain multiple Public Endpoints to generate videos from text. + +## More resources + + + + Learn container fundamentals, Dockerfile creation, persistence, and common Docker commands. + + + Browse community tutorials about Runpod workflows and supporting Linux tools. + +