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import { env } from "$env/dynamic/private"; | |
import type { Model, ModelWithTokenizer } from "$lib/types"; | |
import type { PageServerLoad } from "./$types"; | |
export const load: PageServerLoad = async ({ fetch }) => { | |
const apiUrl = | |
"https://huggingface.co/api/models?pipeline_tag=text-generation&filter=conversational&inference_provider=all&limit=100&expand[]=inferenceProviderMapping&expand[]=config&expand[]=library_name&expand[]=pipeline_tag&expand[]=tags&expand[]=mask_token&expand[]=trendingScore"; | |
const HF_TOKEN = env.HF_TOKEN; | |
const res = await fetch(apiUrl, { | |
headers: { | |
Authorization: `Bearer ${HF_TOKEN}`, | |
}, | |
}); | |
if (!res.ok) { | |
console.error(`Error fetching warm models`, res.status, res.statusText); | |
return { models: [] }; | |
} | |
const compatibleModels: Model[] = await res.json(); | |
compatibleModels.sort((a, b) => a.id.toLowerCase().localeCompare(b.id.toLowerCase())); | |
const promises = compatibleModels.map(async model => { | |
const configUrl = `https://huggingface.co/${model.id}/raw/main/tokenizer_config.json`; | |
const res = await fetch(configUrl, { | |
headers: { | |
Authorization: `Bearer ${HF_TOKEN}`, | |
}, | |
}); | |
if (!res.ok) { | |
console.error(`Error fetching tokenizer file for ${model.id}`, res.status, res.statusText); | |
return null; // Ignore failed requests by returning null | |
} | |
const tokenizerConfig = await res.json(); | |
return { ...model, tokenizerConfig } satisfies ModelWithTokenizer; | |
}); | |
const models: ModelWithTokenizer[] = (await Promise.all(promises)).filter(model => model !== null); | |
return { models }; | |
}; | |