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CPU Upgrade
import { VideoGenerationOptions } from "./types.mts" | |
import { getNegativePrompt, getPositivePrompt } from "./defaultPrompts.mts" | |
import { generateSeed } from "../../utils/misc/generateSeed.mts" | |
// we don't use replicas yet, because it ain't easy to get their hostname | |
const instance = `${process.env.VC_HOTSHOT_XL_GRADIO_SPACE_API_URL || ""}` | |
const secretToken = `${process.env.VC_MICROSERVICE_SECRET_TOKEN || ""}` | |
export const generateVideo = async ({ | |
positivePrompt, | |
negativePrompt = "", | |
seed, | |
nbFrames = 8, // for now the only values that make sense are 1 (for a jpg) or 8 (for a video) | |
videoDuration = 1000, // for now Hotshot doesn't really supports anything else | |
nbSteps = 30, // when rendering a final video, we want a value like 50 or 70 here | |
size = "768x320", | |
// for jbilcke-hf/sdxl-cinematic-2 it is "cinematic-2" | |
triggerWord = "cinematic-2", | |
huggingFaceLora = "jbilcke-hf/sdxl-cinematic-2", | |
}: VideoGenerationOptions) => { | |
// pimp the prompt | |
positivePrompt = getPositivePrompt(positivePrompt, triggerWord) | |
negativePrompt = getNegativePrompt(negativePrompt) | |
try { | |
const res = await fetch(instance + (instance.endsWith("/") ? "" : "/") + "api/predict", { | |
method: "POST", | |
headers: { | |
"Content-Type": "application/json", | |
// Authorization: `Bearer ${token}`, | |
}, | |
body: JSON.stringify({ | |
fn_index: 1, // <- important! | |
data: [ | |
secretToken, | |
positivePrompt, | |
negativePrompt, | |
huggingFaceLora, | |
size, | |
generateSeed(), | |
nbSteps, | |
nbFrames, | |
videoDuration, | |
], | |
}), | |
cache: "no-store", | |
// we can also use this (see https://vercel.com/blog/vercel-cache-api-nextjs-cache) | |
// next: { revalidate: 1 } | |
}) | |
const { data } = await res.json() | |
// console.log("data:", data) | |
// Recommendation: handle errors | |
if (res.status !== 200 || !Array.isArray(data)) { | |
// This will activate the closest `error.js` Error Boundary | |
throw new Error(`Failed to fetch data (status: ${res.status})`) | |
} | |
// console.log("data:", data.slice(0, 50)) | |
return data[0] | |
} catch (err) { | |
throw err | |
} | |
} |