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<script lang="ts"> |
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import { onMount } from 'svelte'; |
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import { PUBLIC_BASE_URL } from '$env/static/public'; |
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import type { FieldProps, PipelineInfo } from '$lib/types'; |
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import { PipelineMode } from '$lib/types'; |
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import ImagePlayer from '$lib/components/ImagePlayer.svelte'; |
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import VideoInput from '$lib/components/VideoInput.svelte'; |
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import Button from '$lib/components/Button.svelte'; |
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import PipelineOptions from '$lib/components/PipelineOptions.svelte'; |
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import Spinner from '$lib/icons/spinner.svelte'; |
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import { lcmLiveStatus, lcmLiveActions, LCMLiveStatus } from '$lib/lcmLive'; |
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import { mediaStreamActions, onFrameChangeStore } from '$lib/mediaStream'; |
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import { getPipelineValues, deboucedPipelineValues } from '$lib/store'; |
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let pipelineParams: FieldProps[]; |
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let pipelineInfo: PipelineInfo; |
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let isImageMode: boolean = false; |
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let maxQueueSize: number = 0; |
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onMount(() => { |
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getSettings(); |
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}); |
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async function getSettings() { |
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const settings = await fetch(`${PUBLIC_BASE_URL}/settings`).then((r) => r.json()); |
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pipelineParams = Object.values(settings.input_params.properties); |
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pipelineInfo = settings.info.properties; |
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isImageMode = pipelineInfo.input_mode.default === PipelineMode.IMAGE; |
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maxQueueSize = settings.max_queue_size; |
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pipelineParams = pipelineParams.filter((e) => e?.disabled !== true); |
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} |
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function getSreamdata() { |
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if (isImageMode) { |
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return [getPipelineValues(), $onFrameChangeStore?.blob]; |
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} else { |
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return [$deboucedPipelineValues]; |
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} |
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} |
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$: isLCMRunning = $lcmLiveStatus !== LCMLiveStatus.DISCONNECTED; |
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let disabled = false; |
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async function toggleLcmLive() { |
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if (!isLCMRunning) { |
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if (isImageMode) { |
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await mediaStreamActions.enumerateDevices(); |
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await mediaStreamActions.start(); |
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} |
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disabled = true; |
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await lcmLiveActions.start(getSreamdata); |
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disabled = false; |
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} else { |
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if (isImageMode) { |
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mediaStreamActions.stop(); |
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} |
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lcmLiveActions.stop(); |
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} |
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} |
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</script> |
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<div class="fixed right-2 top-2 max-w-xs rounded-lg p-4 text-center text-sm font-bold" id="error" /> |
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<main class="container mx-auto flex max-w-4xl flex-col gap-3 px-4 py-4"> |
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<article class="flex- mx-auto max-w-xl text-center"> |
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<h1 class="text-3xl font-bold">Real-Time Latent Consistency Model</h1> |
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{#if pipelineInfo?.title?.default} |
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<h3 class="text-xl font-bold">{pipelineInfo?.title?.default}</h3> |
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{/if} |
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<p class="py-2 text-sm"> |
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This demo showcases |
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<a |
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href="https://huggingface.co/blog/lcm_lora" |
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target="_blank" |
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class="text-blue-500 underline hover:no-underline">LCM LoRA</a |
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> |
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Image to Image pipeline using |
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<a |
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href="https://huggingface.co/docs/diffusers/main/en/using-diffusers/lcm#performing-inference-with-lcm" |
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target="_blank" |
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class="text-blue-500 underline hover:no-underline">Diffusers</a |
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> with a MJPEG stream server. |
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</p> |
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{#if maxQueueSize > 0} |
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<p class="text-sm"> |
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There are <span id="queue_size" class="font-bold">0</span> user(s) sharing the same GPU, |
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affecting real-time performance. Maximum queue size is {maxQueueSize}. |
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<a |
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href="https://huggingface.co/spaces/radames/Real-Time-Latent-Consistency-Model?duplicate=true" |
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target="_blank" |
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class="text-blue-500 underline hover:no-underline">Duplicate</a |
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> and run it on your own GPU. |
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</p> |
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{/if} |
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</article> |
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{#if pipelineParams} |
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<header> |
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<h2 class="font-medium">Prompt</h2> |
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<p class="text-sm text-gray-500"> |
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Change the prompt to generate different images, accepts <a |
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href="https://github.com/damian0815/compel/blob/main/doc/syntax.md" |
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target="_blank" |
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class="text-blue-500 underline hover:no-underline">Compel</a |
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> syntax. |
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</p> |
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</header> |
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<PipelineOptions {pipelineParams}></PipelineOptions> |
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<div class="flex gap-3"> |
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<Button on:click={toggleLcmLive} {disabled}> |
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{#if isLCMRunning} |
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Stop |
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{:else} |
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Start |
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{/if} |
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</Button> |
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<Button disabled={isLCMRunning} classList={'ml-auto'}>Snapshot</Button> |
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</div> |
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<ImagePlayer> |
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{#if isImageMode} |
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<VideoInput></VideoInput> |
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{/if} |
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</ImagePlayer> |
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{:else} |
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<div class="flex items-center justify-center gap-3 py-48 text-2xl"> |
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<Spinner classList={'animate-spin opacity-50'}></Spinner> |
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<p>Loading...</p> |
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</div> |
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{/if} |
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</main> |
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<style lang="postcss"> |
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:global(html) { |
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@apply text-black dark:bg-gray-900 dark:text-white; |
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} |
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</style> |
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