Nge-boom yamanje ubuhlakani bokwenziwa kokukhiqiza, abasebenzisi abaningi ngokwengeziwe bafuna izixazululo ezibavumela ukuthi basebenzise amamodeli olimi amakhulu ngokuqondile kumakhompyutha abo ngaphandle kokuthembela kumasevisi wamafu. Kulo mongo, I-AMD yethule i-GAIA, inkundla yomthombo ovulekile eyenzelwe sebenzisa izinhlelo ze-LLM endaweni kumakhompyutha afakwe ama-Ryzen AI processors.
Ngenxa yokusetshenziswa okuhlangene kwe- I-Neural Processing Unit (NPU) futhi i Iyunithi Yokucubungula Imifanekiso Ehlanganisiwe (iGPU)I-GAIA ikuvumela ukuthi usebenzise isofthiwe yobuhlakani bokwenziwa ethuthukisiwe ngaphandle kwesidingo sokuthumela idatha emafini. Lesi sixazululo simelela ukuzibophezela okuqinile kwe-AMD ekwenzeni intando yeningi ukufinyelela ku-AI yasendaweni, kube lula ukutholwa kwayo yibo bobabili abasebenzisi abathuthukile nabathuthukisi abafuna ukulawula okuphelele kokugeleza komsebenzi wabo.
Iyini i-GAIA futhi yenzelweni?
I-GAIA iyinkundla yesoftware yomthombo ovulekile edalwe yi-AMD ngenhloso yokunika amandla i- ukwenziwa kwamamodeli wezilimi ezinkulu (LLM) ngqo kumakhompuyutha omuntu e-Windows, alungiselelwe ngokukhethekile amakhompyutha ahlanganisayo I-Ryzen AI 300 Series processors.
Nge-GAIA kungenzeka ukusebenzisa ama-ejenti ezingxoxo, abasizi be-AI, izinjini zokusesha ze-semantic, amajeneretha ombhalo nezinye izinhlelo zokusebenza zobuhlakani bokwenziwa ezikhiqizayo. ngokuphelele endaweni, ngaphandle koxhumano lwe-inthanethi, ngaleyo ndlela kuqinisekisa ubumfihlo obukhulu kanye nezikhathi zokuphendula ezimfushane.
I-GAIA Architecture kanye nokusebenza
Inkundla ye-GAIA isekelwe ekwakhiweni okuguquguqukayo kakhulu futhi okunamandla. Idizayini yayo ivumela ukusetshenziswa kahle kwezinsiza zesistimu ngenxa a Ukusheshisa okuhlanganisiwe okuhlanganisa i-NPU ne-iGPU. Lokhu kubangela ukuthi a ukusebenza okungcono kanye nokusetshenziswa kwamandla okuphansi. Iyakwazi futhi ukusebenzisa amamodeli kumasistimu angenayo i-Ryzen AI, nakuba isesimweni esincane.
Izindlela zokusebenza
- Imodi yeHybrid: Ngesikhathi esifanayo isebenzisa i-NPU ye-AMD ne-iGPU, etholakala kuphela kuma-PC we-Ryzen AI 300 Series. Le modi yakhelwe ukunikeza ukusebenza okuphezulu.
- Imodi ejwayelekile: Ihambisana nanoma iyiphi ikhompyutha ye-Windows. Iqasha U-Ollama njengenjini ye-inference kodwa ayikwazi ukusebenzisa ukusheshisa kwehadiwe ye-AMD, okuholela ekusebenzeni okuphansi ngandlela thile.
I-Lemonade SDK Integration
I-GAIA isebenzisa i- I-ONNX TurnkeyML Lemonade SDK ukuphatha ukuchazwa kwemodeli. Le SDK inika amandla ukusetshenziswa okuphumelelayo kwe-LLM ngenxa yokuhambisana kwayo ne-ONNX futhi inikeza isixhumi esibonakalayo esivumelana ne-OpenAI-REST sokuhlanganiswa ngokwezifiso.
Siyabonga ngale SDK, GAIA iveza okuqukethwe kwangaphandle, uyigcina ku- a inkomba ye-vector yendawo, futhi uyisebenzise ngaphakathi kwepayipi le Isizukulwane Esithuthukisiwe Sokubuyisela (RAG). Le ndlela ivumela isistimu ukuthi inikeze izimpendulo ezinembayo, ezinomongo ezihambisana nombuzo othile womsebenzisi.
Ama-ejenti afakwe kuplathifomu ye-GAIA
Esinye sezici ezithakazelisa kakhulu ze-GAIA ukusekelwa kwayo kwama-ejenti akhethekile e-AI aklanyelwe ukusetshenziswa okuhlukile:
- I-Chaty: Umenzeli we-Chatbot wezingxoxo zemvelo.
- Isiqeshana: Ithuluzi lokusesha izinkundla ezifana ne-YouTube kanye nokuthola izimpendulo zengqikithi.
- Ihlaya: Ijeneretha yehlaya yokusebenzelana okudlalayo.
- Ukwaziswa Okulula: Imojula yokuhlola ukuze uhlanganyele ngokuqondile nama-LLM ngendlela eyisisekelo.
Lawa ma-ejenti ahlanganiswe kalula ekwakhiweni kwe-GAIA futhi ayanwebeka, ngakho Abasebenzisi bangakha futhi baxhume amamojula abo ngokwezidingo zakho, njengoba kungabonwa kwamanye amathuluzi e-AI.
Izidingo zesistimu zokufaka i-GAIA
Ukuze uthole okuningi ku-AMD GAIA Hybrid Mode, udinga ikhompuyutha ehlangabezana nezimfuneko ezithile zobuchwepheshe obuncane:
- Iprosesa: I-AMD Ryzen AI 300 Series
- Uhlelo Lokusebenza: Windows 11 (Ekhaya noma Pro)
- I-RAM: Ubuncane obungu-16 GB (kunconyiwe okungu-32 GB)
- Imifanekiso ehlanganisiwe: I-AMD Radeon 890M
- Abashayeli ababuyekeziwe: Kuzo zombili i-iGPU ne-NPU
Uma ungenayo ihadiwe ye-AMD enekhono le-NPU, ungaphinda ufake i-GAIA usebenzisa imodi ejwayelekile, nakuba ezinye izici zizolahleka. ukulungiselelwa kokusebenza lokho okufezwa yi-NPU.
Indlela yokufaka i-GAIA isinyathelo ngesinyathelo
Inqubo yokufaka i-GAIA ilula kakhulu futhi ingaqedwa ngemizuzu embalwa nje:
- Landa isifaki: Kukhosombe elisemthethweni le-GitHub, khetha phakathi kwe-hybrid noma inguqulo evamile kuye ngehadiwe yakho.
- Ukunciphisa nokwenza: Khipha amafayela alandiwe bese usebenzisa ifayela le-.exe elihambisanayo.
- Izexwayiso zokuphepha: Uma iWindows ikhombisa isexwayiso, chofoza okuthi “Olunye ulwazi” bese uthi “Qalisa noma kunjalo.”
- Iyaphela: Inqubo ithatha phakathi kwemizuzu emi-5 neyi-10. Lapho sekuqediwe, izinqamuleli zedeskithophu zenziwa kuzo zombili izinguqulo zegraphical (GUI) kanye nomugqa womyalo (CLI).
Ikhipha i-GAIA
Ukuze ususe i-GAIA ohlelweni lwakho, landela lezi zinyathelo ezilula:
- Vala zonke izimo ezisetshenziswayo (I-CLI ne-GUI)
- Susa ifolda ye-GAIA ngaphakathi kwe-AppData
- Susa amafolda ngamamodeli alandiwe, ezitholakala ku-.cache
- Susa izinqamuleli idalwe kudeskithophu
Ukuhambisana kwemodeli nokwesekwa okunwetshiwe
I-GAIA iyahambisana namamodeli ahlukene adumile njenge Llama y Phi, ehlanganisa imisebenzi esukela ekufinyezweni kombhalo, isizukulwane sobuciko, imibuzo nezimpendulo kuya ekucabangeni okuyinkimbinkimbi. Ngaphezu kwalokho, igxile kakhulu ku- ukusebenzisana sibonga ukwesekwa okuthuthukisiwe kwezinga I-ONNX, ukusiza ukusetshenziswa kwamamodeli ahlukene kanye nezicelo.
Ngo-2025, izici ezintsha zengezwe njenge:
- Ukusekelwa kwe-NVIDIA Tensor Cores: ukwandisa ukwesekwa kwabasebenzisi ngezinye izinhlobo zehadiwe.
- Ukuvumelanisa kwamafu ongakukhetha: ngokuhlanganiswa kuzingxenyekazi ezifana ne-GCP ne-AWS.
- Amathuluzi e-Quantum AI: okuhlanganisa nakho ukufunda komshini we-quantum.
Izinzuzo ze-GAIA ngaphezu kwezinye izixazululo
Uma iqhathaniswa nezinye izinketho emakethe njenge-LM Studio noma i-ChatRTX, i-GAIA igqama kulokhu:
- Ingqikithi Yobumfihlo: asikho isidingo sokuxhumeka kwe-inthanethi
- Ukubambezeleka okuphansi kakhulu: ngokunganciki ngamaseva akude
- Ukusebenza okulungiselelwe: ikakhulukazi kumakhompyutha ane-Ryzen AI
- Ukuvumelana nezimo nokwenza ngokwezifiso: Ungakha ama-ejenti akho futhi uguqule indawo ezungezile
Le ndlela yenza i-GAIA ibe ithuluzi elikahle kubo bobabili abathanda i-AI nezingcweti ezisebenza ngedatha ebucayi noma edinga indawo elawulwa ngokugcwele yokucabanga. Uma une-Ryzen AI processor noma unentshisekelo nje kuyo Hlola umhlaba we-AI ekhiqizayo kusuka ku-PC yakho yasekhaya, i-GAIA ngokungangabazeki ingelinye lamathuluzi aphelele nanamandla ongawasebenzisa.