Ekuhlelweni kwe-Transformers okusebenzisa i-huggingface_hub 1.x, ukuthutha kwe-HTTP kwe-Python ku-Hub yi-HTTPX. Lungiselela i-synchronous client factory yayo ngaphambi kokuqala i-pipeline noma isilayishi samodeli:

import httpx
from huggingface_hub import set_client_factory

def make_hub_client():
    return httpx.Client(
        proxy='http://proxy.example:8080',
        follow_redirects=True,
        timeout=30,
    )

set_client_factory(make_hub_client)

Ukuze kulandwe amamodeli omphakathi avunyelwe, uhlu lwama-proxy e-HTTP lunikeza abazongenela iqembu kule URL ye-proxy ye-HTTP. Isibonelo sisebenzisa i-API engu-1.0.0. Sebenzisa uhlobo lweklayenti olulindelwe yinguqulo enkulu ye-Hub efakiwe; esinye isizukulwane singasebenzisa enye ilabhulali ye-HTTP.

Ukuze kutholakale ngendawo, beka i-HTTP_PROXY ne-HTTPS_PROXY ngaphambi kokuqala i-Python. Isilaleli se-HTTP singahambisa izicelo ziye ezindaweni ze-HTTPS.

Ifekthri ye-synchronous inomkhawulo ocacisiwe. Amaklayenti e-async asebenzisa i-set_async_client_factory, kuyilapho ukudluliswa kwe-Xet kusebenzisa i-backend ehlukile engayisebenzisi le fekthri ye-Python.

Khomba isigaba esihlulekile—i-metadata ye-Hub, okuqukethwe okudluliselwe kwenye indawo noma ukudluliswa kwe-Xet—ngaphambi kokukhetha ukuhlelwa. Imodeli egcinwe kusikhashana ingazidlula ngokuphelele lezo zicelo.

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