inference-endpoints/pr_136/en/guides/logs.html

<meta charset="utf-8" /><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Runtime Logs&quot;,&quot;local&quot;:&quot;runtime-logs&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Accessing the Logs Interface&quot;,&quot;local&quot;:&quot;accessing-the-logs-interface&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;Deployment Status Overview&quot;,&quot;local&quot;:&quot;deployment-status-overview&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;Log Filtering and Display Options&quot;,&quot;local&quot;:&quot;log-filtering-and-display-options&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}">
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		<link rel="modulepreload" href="/docs/inference-endpoints/pr_136/en/_app/immutable/chunks/getInferenceSnippets.1e3ae0bf.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Runtime Logs&quot;,&quot;local&quot;:&quot;runtime-logs&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Accessing the Logs Interface&quot;,&quot;local&quot;:&quot;accessing-the-logs-interface&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;Deployment Status Overview&quot;,&quot;local&quot;:&quot;deployment-status-overview&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;Log Filtering and Display Options&quot;,&quot;local&quot;:&quot;log-filtering-and-display-options&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}"><!-- HEAD_svelte-u9bgzb_END -->      <p></p>  <h1 class="relative group"><a id="runtime-logs" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#runtime-logs"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Runtime Logs</span></h1> <p data-svelte-h="svelte-1pob2mc">The Logs page gives you monitoring and debugging capabilities for your deployed models. This view allows you to track the
operational status and runtime logs of your inference endpoints in real-time.</p>  <h2 class="relative group"><a id="accessing-the-logs-interface" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#accessing-the-logs-interface"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Accessing the Logs Interface</span></h2> <p data-svelte-h="svelte-1o2m7pw">The Logs page is accessible through the main navigation tabs within your endpoint dashboard, alongside Overview, Analytics, Usage &amp; Cost,
and Settings. The interface displays logs for your specific model deployment.</p> <p data-svelte-h="svelte-3dics8"><img src="https://raw.githubusercontent.com/huggingface/hf-endpoints-documentation/main/assets/logs/logs.png" alt="banner"></p>  <h2 class="relative group"><a id="deployment-status-overview" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#deployment-status-overview"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Deployment Status Overview</span></h2> <p data-svelte-h="svelte-rxr0z9">At the top of the logs interface, you’ll find deployment information that provides an at-a-glance view of your Inference Endpoints’s current
state. The deployment status section shows the deployment identifier (for example <code>6pajyw3k</code> like in the image above) and replica information
(z7ghx), along with the combined deployment-replica identifier (6pajyw3k-z7ghx).</p> <p data-svelte-h="svelte-1tlnawa">Next to the filter, you’ll find a status indicator. The interface also tracks important timestamps, showing when the endpoint was started and
when it was stopped, giving you precise timing information for deployment lifecycle management.</p>  <h2 class="relative group"><a id="log-filtering-and-display-options" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#log-filtering-and-display-options"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Log Filtering and Display Options</span></h2> <p data-svelte-h="svelte-121ot65">The logs view provides flexible filtering capabilities to help you focus on the information most relevant to your needs. The filter
controls include toggleable options for Timestamp, Log Level, Content, and Replica information. These filters allow you to customize the
log display based on your specific debugging or monitoring requirements.</p> <p data-svelte-h="svelte-z5qkcs">The timestamp display defaults to UTC format, ensuring consistent time references across different geographical locations and team members.</p> <p data-svelte-h="svelte-p3dss6">The main log display area presents a paginated view of log entries. By default the latest 50 lines are loaded and by clicking the
“Load More” option you can access additional historical log data.</p> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/hf-endpoints-documentation/blob/main/docs/source/guides/logs.mdx" target="_blank"><span data-svelte-h="svelte-1kd6by1">&lt;</span> <span data-svelte-h="svelte-x0xyl0">&gt;</span> <span data-svelte-h="svelte-1dajgef"><span class="underline ml-1.5">Update</span> on GitHub</span></a>  <p></p> 
			
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