|
import type { ModelEntryWithTokenizer } from "$lib/components/InferencePlayground/types"; |
|
import type { ModelEntry } from "@huggingface/hub"; |
|
import type { PageServerLoad } from "./$types"; |
|
import { env } from "$env/dynamic/private"; |
|
|
|
export const load: PageServerLoad = async ({ fetch }) => { |
|
const apiUrl = "https://huggingface.co/api/models?pipeline_tag=text-generation&inference=warm&filter=conversational"; |
|
const HF_TOKEN = env.HF_TOKEN; |
|
|
|
const res = await fetch(apiUrl, { |
|
headers: { |
|
Authorization: `Bearer ${HF_TOKEN}`, |
|
}, |
|
}); |
|
const compatibleModels: ModelEntry[] = await res.json(); |
|
compatibleModels.sort((a, b) => a.id.toLowerCase().localeCompare(b.id.toLowerCase())); |
|
|
|
const promises = compatibleModels.map(async model => { |
|
const configUrl = `https://huggingface.co/${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; |
|
} |
|
const tokenizerConfig = await res.json(); |
|
return { ...model, tokenizerConfig } satisfies ModelEntryWithTokenizer; |
|
}); |
|
|
|
const models: ModelEntryWithTokenizer[] = (await Promise.all(promises)).filter(model => model !== null); |
|
|
|
return { models }; |
|
}; |
|
|