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<meta content="KServe 0.7 Release Blog Post" name="description"/>
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Expand Down Expand Up @@ -1201,7 +1201,7 @@ <h1>KServe 0.7 Release</h1>
<h3 id="authors">Authors<a class="headerlink" href="#authors" title="Permanent link"></a></h3>
<p><strong>Dan Sun</strong>, <strong>Animesh Singh</strong>, <strong>Yuzhui Liu</strong>, <strong>Vedant Padwal</strong> on behalf of the KServe Working Group.</p>
<p><a href="/website/blog/articles/2021-09-27-kfserving-transition/">KFServing is now KServe</a> and KServe 0.7 release is available, the release also ensures a smooth user migration experience from KFServing to KServe.</p>
<h3 id="whats-changed"><strong><img alt="" class="twemoji" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@15.0.3/assets/svg/26a0.svg" title=":warning:"> What's Changed?</img></strong><a class="headerlink" href="#whats-changed" title="Permanent link"></a></h3>
<h3 id="whats-changed"><strong><img alt="" class="twemoji" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@15.1.0/assets/svg/26a0.svg" title=":warning:"> What's Changed?</img></strong><a class="headerlink" href="#whats-changed" title="Permanent link"></a></h3>
<ul>
<li><code>InferenceService</code> API group is changed from <code>serving.kubeflow.org</code> to <code>serving.kserve.io</code> <a href="https://github.com/kserve/kserve/issues/1826">#1826</a>, <a href="/website/admin/migration/">the migration job</a> is created for smooth transition.</li>
<li>Python SDK name is changed from <a href="https://pypi.org/project/kfserving">kfserving</a> to <a href="https://pypi.org/project/kserve">kserve</a>.</li>
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<meta content=" KServe v0.8.0 Release Blog Post" name="description"/>
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Expand Down Expand Up @@ -1221,7 +1221,7 @@ <h3 id="announcing-kserve-v08"><strong>Announcing: KServe v0.8</strong><a class=
<p><strong>Note</strong>: For current users of KFServing/KServe, please take a few minutes to answer this <a href="https://groups.google.com/g/kubeflow-discuss/c/B0trz3qZiJE">short survey</a> and provide your feedback!</p>
</blockquote>
<p>Now, let's take a look at some of the changes and additions to KServe.</p>
<h3 id="whats-changed"><strong><img alt="" class="twemoji" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@15.0.3/assets/svg/26a0.svg" title=":warning:"> What’s changed?</img></strong><a class="headerlink" href="#whats-changed" title="Permanent link"></a></h3>
<h3 id="whats-changed"><strong><img alt="" class="twemoji" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@15.1.0/assets/svg/26a0.svg" title=":warning:"> What’s changed?</img></strong><a class="headerlink" href="#whats-changed" title="Permanent link"></a></h3>
<ul>
<li><strong>ONNX Runtime Server</strong> has been removed from the supported serving runtime list. KServe by default now uses the <strong>Triton Inference Server</strong> to serve ONNX models.</li>
<li>KServe’s <strong>PyTorchServer</strong> has been removed from the supported serving runtime list. KServe by default now uses <strong>TorchServe</strong> to serve PyTorch models.</li>
Expand All @@ -1232,7 +1232,7 @@ <h3 id="whats-changed"><strong><img alt="⚠" class="twemoji" src="https://cdn.j
</ul>
</li>
</ul>
<h3 id="whats-new"><strong><img alt="🌈" class="twemoji" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@15.0.3/assets/svg/1f308.svg" title=":rainbow:"> What's new?</img></strong><a class="headerlink" href="#whats-new" title="Permanent link"></a></h3>
<h3 id="whats-new"><strong><img alt="🌈" class="twemoji" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@15.1.0/assets/svg/1f308.svg" title=":rainbow:"> What's new?</img></strong><a class="headerlink" href="#whats-new" title="Permanent link"></a></h3>
<p>Some notable updates are:</p>
<ul>
<li><strong>ClusterServingRuntime</strong> and <strong>ServingRuntime</strong> CRDs are introduced. Learn more <a href="#servingruntimes-and-clusterservingruntimes">below</a>.</li>
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<meta content="KServe Documentation" name="description"/>
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Expand Down Expand Up @@ -1384,7 +1384,7 @@ <h3 id="model-metrics-metrics-dashboard-payload-event-logging">Model Metrics, Me
<p>A new <a href="https://github.com/kserve/modelmesh-serving/blob/main/docs/monitoring.md#import-the-grafana-dashboard">Grafana dashboard</a> was added to display the comprehensive set of <a href="https://github.com/kserve/modelmesh-serving/blob/main/docs/monitoring.md">Prometheus metrics</a> like model loading
and unloading rates, internal queuing delays, capacity and usage, cache state, etc. to monitor the general health of the ModelMesh Serving deployment.</p>
<p>The new <a href="https://github.com/kserve/modelmesh/blob/main/src/main/java/com/ibm/watson/modelmesh/payload/"><code>PayloadProcessor</code> interface</a> can be implemented to log prediction requests and responses, to create data sinks for data visualization, for model quality assessment, or for drift and outlier detection by external monitoring systems.</p>
<h2 id="whats-changed">What's Changed? <img alt="" class="twemoji" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@15.0.3/assets/svg/26a0.svg" title=":warning:"><a class="headerlink" href="#whats-changed" title="Permanent link"></a></img></h2>
<h2 id="whats-changed">What's Changed? <img alt="" class="twemoji" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@15.1.0/assets/svg/26a0.svg" title=":warning:"><a class="headerlink" href="#whats-changed" title="Permanent link"></a></img></h2>
<ul>
<li>
<p>To allow longer InferenceService name due to DNS max length limits from <a href="https://github.com/kserve/kserve/issues/1397">issue</a>, the <code>Default</code> suffix in the inference service component(predictor/transformer/explainer) name has been removed for newly created InferenceServices.
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<meta content="KServe Documentation" name="description"/>
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<meta content="KServe Documentation" name="description"/>
<link href="https://kserve.io/website/0.12/get_started/first_isvc/" rel="canonical"/>
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Expand Down Expand Up @@ -1213,7 +1213,7 @@ <h2 id="run-your-first-inferenceservice">Run your first InferenceService<a class
the <a href="https://archive.ics.uci.edu/ml/datasets/iris">iris</a> dataset. This dataset has three output class: Iris Setosa, Iris Versicolour, and Iris Virginica.</p>
<p>You will then send an inference request to your deployed model in order to get a prediction for the class of iris plant your request corresponds to.</p>
<p>Since your model is being deployed as an InferenceService, not a raw Kubernetes Service, you just need to provide the storage location of the model and
it gets some <strong>super powers out of the box</strong> <img alt="🚀" class="twemoji" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@15.0.3/assets/svg/1f680.svg" title=":rocket:">.</img></p>
it gets some <strong>super powers out of the box</strong> <img alt="🚀" class="twemoji" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@15.1.0/assets/svg/1f680.svg" title=":rocket:">.</img></p>
<h3 id="1-create-a-namespace">1. Create a namespace<a class="headerlink" href="#1-create-a-namespace" title="Permanent link"></a></h3>
<p>First, create a namespace to use for deploying KServe resources:</p>
<div class="highlight"><pre><span></span><code>kubectl<span class="w"> </span>create<span class="w"> </span>namespace<span class="w"> </span>kserve-test
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2 changes: 1 addition & 1 deletion 0.12/get_started/index.html
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<meta content="KServe Documentation" name="description"/>
<link href="https://kserve.io/website/0.12/get_started/" rel="canonical"/>
<link href="../images/favicon/favicon-32x32.png" rel="icon"/>
<meta content="mkdocs-1.5.3, mkdocs-material-8.0.5" name="generator"/>
<meta content="mkdocs-1.6.1, mkdocs-material-8.0.5" name="generator"/>
<title>KServe Quickstart - KServe Documentation Website</title>
<link href="../assets/stylesheets/main.a617204b.min.css" rel="stylesheet"/>
<link href="../assets/stylesheets/palette.9204c3b2.min.css" rel="stylesheet"/>
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