Buckets:
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| <link rel="modulepreload" href="/docs/diffusers/pr_12403/en/_app/immutable/chunks/getInferenceSnippets.ea1775db.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{"title":"ModularPipelineBlocks","local":"modularpipelineblocks","sections":[{"title":"Inputs and outputs","local":"inputs-and-outputs","sections":[],"depth":2},{"title":"Computation logic","local":"computation-logic","sections":[{"title":"Components and configs","local":"components-and-configs","sections":[],"depth":3}],"depth":2}],"depth":1}"><!-- HEAD_svelte-u9bgzb_END --> <p></p> <h1 class="relative group"><a id="modularpipelineblocks" 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="#modularpipelineblocks"><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>ModularPipelineBlocks</span></h1> <p data-svelte-h="svelte-9iebuu"><a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a> is the basic block for building a <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a>. It defines what components, inputs/outputs, and computation a block should perform for a specific step in a pipeline. A <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a> connects with other blocks, using <a href="./modular_diffusers_states">state</a>, to enable the modular construction of workflows.</p> <p data-svelte-h="svelte-jkmb2u">A <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a> on it’s own can’t be executed. It is a blueprint for what a step should do in a pipeline. To actually run and execute a pipeline, the <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a> needs to be converted into a <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a>.</p> <p data-svelte-h="svelte-fg3h29">This guide will show you how to create a <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a>.</p> <h2 class="relative group"><a id="inputs-and-outputs" 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="#inputs-and-outputs"><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>Inputs and outputs</span></h2> <blockquote class="tip" data-svelte-h="svelte-1sgfd79"><p>Refer to the <a href="./modular_diffusers_states">States</a> guide if you aren’t familiar with how state works in Modular Diffusers.</p></blockquote> <p data-svelte-h="svelte-8uy75q">A <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a> requires <code>inputs</code>, and <code>intermediate_outputs</code>.</p> <ul><li><p data-svelte-h="svelte-pjhuhb"><code>inputs</code> are values provided by a user and retrieved from the <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_states#diffusers.modular_pipelines.PipelineState">PipelineState</a>. This is useful because some workflows resize an image, but the original image is still required. The <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_states#diffusers.modular_pipelines.PipelineState">PipelineState</a> maintains the original image.</p> <p data-svelte-h="svelte-yx83i9">Use <code>InputParam</code> to define <code>inputs</code>.</p> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START --><span class="hljs-keyword">from</span> diffusers.modular_pipelines <span class="hljs-keyword">import</span> InputParam | |
| user_inputs = [ | |
| InputParam(name=<span class="hljs-string">"image"</span>, type_hint=<span class="hljs-string">"PIL.Image"</span>, description=<span class="hljs-string">"raw input image to process"</span>) | |
| ]<!-- HTML_TAG_END --></pre></div></li> <li><p data-svelte-h="svelte-sf9h63"><code>intermediate_inputs</code> are values typically created from a previous block but it can also be directly provided if no preceding block generates them. Unlike <code>inputs</code>, <code>intermediate_inputs</code> can be modified.</p> <p data-svelte-h="svelte-hw2ewp">Use <code>InputParam</code> to define <code>intermediate_inputs</code>.</p> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START -->user_intermediate_inputs = [ | |
| InputParam(name=<span class="hljs-string">"processed_image"</span>, type_hint=<span class="hljs-string">"torch.Tensor"</span>, description=<span class="hljs-string">"image that has been preprocessed and normalized"</span>), | |
| ]<!-- HTML_TAG_END --></pre></div></li> <li><p data-svelte-h="svelte-jr6687"><code>intermediate_outputs</code> are new values created by a block and added to the <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_states#diffusers.modular_pipelines.PipelineState">PipelineState</a>. The <code>intermediate_outputs</code> are available as <code>intermediate_inputs</code> for subsequent blocks or available as the final output from running the pipeline.</p> <p data-svelte-h="svelte-1wredql">Use <code>OutputParam</code> to define <code>intermediate_outputs</code>.</p> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START --><span class="hljs-keyword">from</span> diffusers.modular_pipelines <span class="hljs-keyword">import</span> OutputParam | |
| user_intermediate_outputs = [ | |
| OutputParam(name=<span class="hljs-string">"image_latents"</span>, description=<span class="hljs-string">"latents representing the image"</span>) | |
| ]<!-- HTML_TAG_END --></pre></div></li></ul> <p data-svelte-h="svelte-85xvms">The intermediate inputs and outputs share data to connect blocks. They are accessible at any point, allowing you to track the workflow’s progress.</p> <h2 class="relative group"><a id="computation-logic" 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="#computation-logic"><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>Computation logic</span></h2> <p data-svelte-h="svelte-ymvhyd">The computation a block performs is defined in the <code>__call__</code> method and it follows a specific structure.</p> <ol data-svelte-h="svelte-j94ehq"><li>Retrieve the <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_states#diffusers.modular_pipelines.BlockState">BlockState</a> to get a local view of the <code>inputs</code> and <code>intermediate_inputs</code>.</li> <li>Implement the computation logic on the <code>inputs</code> and <code>intermediate_inputs</code>.</li> <li>Update <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_states#diffusers.modular_pipelines.PipelineState">PipelineState</a> to push changes from the local <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_states#diffusers.modular_pipelines.BlockState">BlockState</a> back to the global <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_states#diffusers.modular_pipelines.PipelineState">PipelineState</a>.</li> <li>Return the components and state which becomes available to the next block.</li></ol> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START --><span class="hljs-keyword">def</span> <span class="hljs-title function_">__call__</span>(<span class="hljs-params">self, components, state</span>): | |
| <span class="hljs-comment"># Get a local view of the state variables this block needs</span> | |
| block_state = self.get_block_state(state) | |
| <span class="hljs-comment"># Your computation logic here</span> | |
| <span class="hljs-comment"># block_state contains all your inputs and intermediate_inputs</span> | |
| <span class="hljs-comment"># Access them like: block_state.image, block_state.processed_image</span> | |
| <span class="hljs-comment"># Update the pipeline state with your updated block_states</span> | |
| self.set_block_state(state, block_state) | |
| <span class="hljs-keyword">return</span> components, state<!-- HTML_TAG_END --></pre></div> <h3 class="relative group"><a id="components-and-configs" 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="#components-and-configs"><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>Components and configs</span></h3> <p data-svelte-h="svelte-1kkws3n">The components and pipeline-level configs a block needs are specified in <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_components#diffusers.ComponentSpec">ComponentSpec</a> and <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_components#diffusers.modular_pipelines.ConfigSpec">ConfigSpec</a>.</p> <ul data-svelte-h="svelte-101riv5"><li><a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_components#diffusers.ComponentSpec">ComponentSpec</a> contains the expected components used by a block. You need the <code>name</code> of the component and ideally a <code>type_hint</code> that specifies exactly what the component is.</li> <li><a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_components#diffusers.modular_pipelines.ConfigSpec">ConfigSpec</a> contains pipeline-level settings that control behavior across all blocks.</li></ul> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START --><span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> ComponentSpec, ConfigSpec | |
| expected_components = [ | |
| ComponentSpec(name=<span class="hljs-string">"unet"</span>, type_hint=UNet2DConditionModel), | |
| ComponentSpec(name=<span class="hljs-string">"scheduler"</span>, type_hint=EulerDiscreteScheduler) | |
| ] | |
| expected_config = [ | |
| ConfigSpec(<span class="hljs-string">"force_zeros_for_empty_prompt"</span>, <span class="hljs-literal">True</span>) | |
| ]<!-- HTML_TAG_END --></pre></div> <p data-svelte-h="svelte-1cled56">When the blocks are converted into a pipeline, the components become available to the block as the first argument in <code>__call__</code>.</p> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START --><span class="hljs-keyword">def</span> <span class="hljs-title function_">__call__</span>(<span class="hljs-params">self, components, state</span>): | |
| <span class="hljs-comment"># Access components using dot notation</span> | |
| unet = components.unet | |
| vae = components.vae | |
| scheduler = components.scheduler<!-- HTML_TAG_END --></pre></div> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/diffusers/blob/main/docs/source/en/modular_diffusers/pipeline_block.md" target="_blank"><span data-svelte-h="svelte-1kd6by1"><</span> <span data-svelte-h="svelte-x0xyl0">></span> <span data-svelte-h="svelte-1dajgef"><span class="underline ml-1.5">Update</span> on GitHub</span></a> <p></p> | |
| <script> | |
| { | |
| __sveltekit_g87enx = { | |
| assets: "/docs/diffusers/pr_12403/en", | |
| base: "/docs/diffusers/pr_12403/en", | |
| env: {} | |
| }; | |
| const element = document.currentScript.parentElement; | |
| const data = [null,null]; | |
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| import("/docs/diffusers/pr_12403/en/_app/immutable/entry/start.33959e67.js"), | |
| import("/docs/diffusers/pr_12403/en/_app/immutable/entry/app.87796ad1.js") | |
| ]).then(([kit, app]) => { | |
| kit.start(app, element, { | |
| node_ids: [0, 242], | |
| data, | |
| form: null, | |
| error: null | |
| }); | |
| }); | |
| } | |
| </script> | |
Xet Storage Details
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