Tare da haɓakar halin yanzu Generative wucin gadi hankali, ƙarin masu amfani suna neman mafita waɗanda ke ba su damar gudanar da manyan samfuran harshe kai tsaye daga kwamfutocin nasu ba tare da dogaro da sabis na girgije ba. A cikin wannan mahallin, AMD ta ƙaddamar da GAIA, dandalin bude tushen da aka tsara don gudanar da aikace-aikacen LLM a cikin gida akan kwamfutoci sanye take da na'urori masu sarrafa Ryzen AI.
Godiya ga haɗakar amfani da Sashin sarrafa Jijiya (NPU) da kuma Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙaddamarwa (iGPU)GAIA yana ba ku damar tura software na fasaha na zamani ba tare da buƙatar aika bayanai zuwa gajimare ba. Wannan bayani yana wakiltar ƙaƙƙarfan sadaukarwa ta AMD don ba da damar samun dama ga AI na gida, yana sauƙaƙe ɗaukar sa ta duka masu amfani da ci gaba da masu haɓakawa waɗanda ke neman cikakken ikon sarrafa ayyukansu.
Menene GAIA kuma menene don?
GAIA dandamali ne na buɗe tushen software wanda AMD ta ƙirƙira tare da manufar ba da damar aiwatar da samfuran manyan harsuna (LLM) kai tsaye akan kwamfutocin Windows na sirri, an inganta su musamman don kwamfutocin da suka haɗa Ryzen AI 300 Series masu sarrafawa.
Tare da GAIA yana yiwuwa a gudanar da wakilai na tattaunawa, mataimakan AI, injunan bincike na ma'ana, janareta na rubutu da sauran aikace-aikacen basirar ɗan adam. gaba daya a cikin gida, ba tare da haɗin intanet ba, don haka tabbatar da mafi girman sirri da gajeren lokacin amsawa.
GAIA Architecture da Aiki
Dandalin GAIA ya dogara ne akan tsarin gine-gine mai sassauƙa da ƙarfi. Tsarinsa yana ba da damar ingantaccen amfani da albarkatun tsarin godiya ga a Haɓaka haɓakawa wanda ya haɗu da NPU da iGPU. Wannan yana haifar da a mafi kyawun aiki da ƙananan amfani da makamashi. Hakanan yana da ikon gudanar da samfura akan tsarin da ba su da Ryzen AI, kodayake a cikin ƙarancin ingantaccen tsari.
Yanayin aiki
- Yanayin Haɗe-haɗe: A lokaci guda yana amfani da AMD's NPU da iGPU, ana samun su kawai akan Ryzen AI 300 Series PCs. An ƙirƙira wannan yanayin don bayar da mafi girman aiki.
- Yanayin Gabaɗaya: Mai jituwa da kowace kwamfutar Windows. Ma'aikata Ollama a matsayin injin inference amma ba zai iya amfani da hanzarin kayan aikin AMD ba, yana haifar da ɗan ƙaramin aiki.
Haɗin Lemonade SDK
GAIA yana amfani da shi ONNX TurnkeyML Lemonade SDK don sarrafa inference model. Wannan SDK yana ba da damar aiwatar da ingantaccen aiwatar da LLMs godiya ga dacewarta tare da ONNX kuma yana ba da damar buɗewa na REST mai jituwa na OpenAI don haɗin kai na al'ada.
Godiya ga wannan SDK, GAIA vectorizes waje abun ciki, adana shi a cikin a index vector na gida, da kuma amfani da shi a cikin bututun na Ƙwararren Ƙwararren Farko (RAG). Wannan hanya tana ba da damar tsarin don samar da ƙarin madaidaitan martani, daidaitattun martani waɗanda suka dace da takamaiman tambayar mai amfani.
An haɗa wakilai a cikin dandalin GAIA
Ɗaya daga cikin abubuwan da suka fi ban sha'awa na GAIA shine goyon bayanta ga ƙwararrun wakilai na AI da aka tsara don amfani daban-daban:
- Chaty: Wakilin Chatbot don tattaunawa ta dabi'a.
- Clip: Kayan aiki don neman dandamali kamar YouTube da samun amsoshi na mahallin.
- Mai wasa: Jannar barkwanci don mu'amalar wasa.
- Sauƙi Mai Sauƙi: Tsarin gwaji don yin hulɗa kai tsaye tare da LLMs ta hanya ta asali.
Ana iya haɗa waɗannan wakilai cikin sauƙi a cikin gine-ginen GAIA kuma suna da ƙarfi, don haka Masu amfani za su iya ƙirƙira da haɗa na'urorin nasu bisa ga bukatun ku, kamar yadda ake iya gani a wasu kayan aikin AI.
Bukatun tsarin don shigar da GAIA
Don samun fa'ida daga AMD GAIA Hybrid Mode, kuna buƙatar kwamfutar da ta dace da wasu ƙananan buƙatun fasaha:
- Mai sarrafawa: AMD Ryzen AI 300 Series
- Tsarin aiki: Windows 11 (Home ko Pro)
- RAM: Mafi ƙarancin 16 GB ( shawarar 32 GB)
- Haɗin zane-zane: AMD Radeon 890M
- Sabunta direbobi: Don duka iGPU da NPU
Idan ba ku da kayan aikin AMD mai iya NPU, kuna iya shigar da GAIA ta amfani da yanayin gama-gari, kodayake wasu fasalolin za su ɓace. inganta aikin wanda aka samu tare da NPU.
Yadda ake shigar GAIA mataki-mataki
Tsarin shigarwa na GAIA abu ne mai sauƙi kuma ana iya kammala shi a cikin 'yan mintuna kaɗan:
- Zazzage mai sakawa: Daga Ajiyayyen Github na hukuma, zaɓi tsakanin sigar matasan ko jigon gyarawa dangane da kayan aikinku.
- Decompression da kisa: Cire fayilolin da aka sauke kuma gudanar da fayil ɗin .exe daidai.
- Gargadin aminci: Idan Windows ya nuna gargadi, danna "Ƙarin bayani" sannan "Run ta wata hanya."
- Ƙarshe: Tsarin yana ɗaukar tsakanin mintuna 5 zuwa 10. Bayan kammalawa, ana ƙirƙiri gajerun hanyoyin tebur don nau'ikan hoto (GUI) da layin umarni (CLI).
Ana cire GAIA
Don cire GAIA daga tsarin ku, bi waɗannan matakai masu sauƙi:
- Rufe duk abubuwan da ake amfani da su (CLI da GUI)
- Share babban fayil ɗin GAIA a cikin AppData
- Share manyan fayiloli tare da samfuran da aka sauke, waɗanda ke cikin .cache
- Cire gajerun hanyoyi halitta a kan tebur
Daidaituwar samfuri da ƙarin tallafi
GAIA ya dace da shahararrun samfura daban-daban kamar Llama y Phi, rufe ayyuka tun daga taƙaitaccen rubutu, tsararrun ƙirƙira, tambayoyi da amsoshi zuwa hadaddun tunani. Bugu da kari, yana da karfi mai da hankali kan Hadin aiki godiya ga ingantaccen tallafi ga ma'auni ONNX, sauƙaƙe amfani da samfura da aikace-aikace daban-daban.
A cikin 2025, an ƙara sabbin abubuwa kamar:
- NVIDIA Tensor Cores Support: fadada tallafi ga masu amfani tare da sauran nau'ikan kayan masarufi.
- Aiki tare na zaɓi na girgije: tare da haɗin kai cikin dandamali kamar GCP da AWS.
- Kayan aikin Quantum AI: hada da juzu'in koyan injuna.
Amfanin GAIA akan sauran mafita
Idan aka kwatanta da sauran zaɓuɓɓuka akan kasuwa kamar LM Studio ko ChatRTX, GAIA ta yi fice ga:
- cikakken sirri: babu buƙatar haɗin intanet
- Ƙarƙashin jinkiri: ta ba dogara ga m sabobin
- Ingantaccen aiki: musamman akan kwamfutoci tare da Ryzen AI
- Sassauci da gyare-gyare: Kuna iya ƙirƙirar wakilai naku kuma ku gyara yanayin
Wannan hanya ta sa GAIA ta zama kayan aiki mai kyau ga masu sha'awar AI da ƙwararrun masu aiki tare da bayanai masu mahimmanci ko buƙatar cikakken yanayi mai sarrafawa. Idan kuna da mai sarrafa Ryzen AI ko kuna sha'awar kawai Bincika duniyar haɓaka AI daga PC na gida, GAIA babu shakka ɗaya daga cikin mafi cika da ƙarfi kayan aikin da zaku iya amfani da su.