I-AILP — Iphrothokholi Yemvume Yokufunda Kwe-AI

Iphrothokholi Yemvume Yokufunda Kwe-AI

Ngabe i-AI ingafunda kulokhu? Ngobunzulu obungakanani, ngokusetshenziswa okuni, ngemithwalo enjani?

01 · Incazelo

I-AILP isebenzisa isipektramu se-AIRS embuzweni oqondile wokufunda. Ihlukanisa izenzo imithetho yembili ye-crawler eyihlanganisa ndawonye: ukufundwa akufani nokufundelwa kukho; ukulandwa akufani nokuqeqeshwa ngakho; i-fine-tuning ayifani ne-distillation; ukukhunjulwa ngokugcwele kwehlukile kukho konke ukungeniswa ngokwezibalo. I-AILP ivumela umshicileli ukuthi amemezele, kufayela elilodwa elifundeka yimishini, izimvume ngokwesici ngasinye — ukufinyelela, ukuhlelwa ngezinkomba, okufakwayo kokuqagela, i-embedding, ukuqeqeshwa, i-fine-tuning, i-distillation, inkumbulo, umphumela, ukuboniswa komthombo kanye nenkokhelo — ngasinye njengesivunyelwe, esenqatshiwe, noma esidinga ilayisensi.

02 · Injongo

Phendula "ngabe i-AI ingafunda kulokhu?" ngokunemba kwezinga lesici, esikhundleni sebhithi le-crawl.
Yehlukanisa imvume yokufunda (ukungenisa ngaphakathi kwamamodeli) kusuka emvumeni yokufinyelela (ukulanda amakhasi).
Sekela amamodeli enkokhelo: mahhala, angezona ezohwebo, adinga ilayisensi, okwabelana ngenzuzo.
Qinisekisa ukuthi ukuvuleka kungasetshenziswa yimishini — ukuze umoya omuhle ungalahlwa njengokungaqiniseki ngokomthetho.

03 · Ububanzi

ukufinyelela / ukuhlelwa ngezinkomba — ukulanda kanye nokuhlelwa ngezinkomba ngencazelo

inference_input — ukusetshenziswa njengesimo ngesikhathi sokuqagela (RAG)

embedding — ukwenziwa kwe-vector kanye nezinkomba zokulanda

training / fine_tuning / distillation — amazinga okungeniswa kwemodeli

verbatim_memory — ukuthi ngabe ukukhiqizwa ngokuphindaphinda okuqondile kuvunyelwe

ukuboniswa komthombo / inkokhelo — imithwalo yokucaphuna nemigomo yenkokhelo

04 · Isibonelo esifundeka yimishini

Isimemezelo semvume yokufunda — /ai/rights-spectrum.json (iphrofayela ye-AILP)

/ai/rights-spectrum.json

{
  "version": "0.1",
  "protocol": "AILP",
  "publisher": "example.org",
  "default": {
    "access": "allowed",
    "indexing": "allowed",
    "inference_input": "allowed",
    "embedding": "allowed",
    "training": "license_required",
    "fine_tuning": "license_required",
    "distillation": "denied",
    "verbatim_memory": "denied",
    "attribution": "required",
    "compensation": "contact"
  },
  "contact": "licensing@example.org"
}

05 · Imikhawulo

Incazelo yemvume yokufunda iyinto enzima kunazo zonke ukuqinisekiswa ngokobuchwepheshe — i-AILP imemezela injongo, ayikwazi ukufakazela ukuthotshelwa okwamanje.
Uhlu lwezici luyidrafu; imingcele phakathi kokuqeqeshwa, i-fine-tuning, kanye ne-distillation isabuye iphikiswane.
Ukuqashelwa ngokomthetho kwezimvume zokufunda kuyahluka ngokwesigaba sezomthetho futhi akukaxazululwa.