LingBot-World 2.0 Uyasebenza

I-LingBot-World 2.0 iyimodeli yomhlaba esebenzisanayo ngesikhathi sangempela, ekhishwe ngaphansi komthombo ovulekile yi-Ant Lingbo Technology, futhi ingadlalwa ngesikhathi sangempela njengomdlalo. Umdlalo usekela ukunyakaza, ukuhlasela, ukuphonsa iziphonso, ukweqa kanye nezehlakalo zemvelo ezinjengemvula neqhwa, futhi ungakhiqiza izithombe ngokuqhubekayo amahora amaningi ngaphandle kokuphambuka. Ngemishini enamandla ingafinyelela ku-720P/60FPS. Njengamanje sekukhishwe ngaphansi komthombo ovulekile izinguqulo ezine zemodeli: i-14B, i-1.3B Small, i-Bidirectional kanye ne-Causal Pretrain. Zingasetshenziswa emidlalweni, ekulingiseni ubuhlakani obugxilile emzimbeni nasekukhiqizeni idatha yokusebenzisana.

Ukuhlola okusebenzisanayo ngesikhathi sangempela: Imodeli ikhiqiza ngesikhathi sangempela umhlaba ovulekile ongahanjwa ngokukhululeka futhi kushintshwe khona ukubukwa, nge-720P / 60FPS nokubambezeleka okungaphansi kwesekhondi.
Izenzo ezihlukahlukene zabalingiswa: Isekela ukuhlasela, ukudubula imicibisholo, ukuphonsa iziphonso, ukudubula, ukweqa, ukundiza nokunye.
Izehlakalo eziqhutshwa imvelo: Ingaphendula ezenzakalweni zomhlaba eziguqukayo eziqhutshwa umbhalo, njengokuwa kweqhwa nemvula.
Ukukhiqiza kwesikhathi eside samahora: Ngesikhathi sokudlala isikhathi eside, izithombe zihlala zifana, aziphambuki futhi azonakali.
Ukulawulwa ngokubambisana kwama-agent ahlakaniphile: Kuhlanganisa i-“Player Agent + Director Agent”, abaphethe ngokulandelana ukuhlela ukuziphatha komlingiswa nokuhlanganisa izici zesigcawu.
Umhlaba owabiwe ngabadlali abaningi: Usekela abantu abaningi abacwila ngesikhathi esisodwa emhlabeni ofanayo okhiqiziwe, behlanganyela ekwakheni isigcawu.
Ukulingisa ubuhlakani obugxilile emzimbeni: Kusuka emhlabeni wemidlalo kuye ekulingiseni amarobhothi, ekubikezeleni izimo zesikhathi esizayo nasekukhiqizeni idatha yokusebenzisana.
Ukufakwa kwasendaweni okulula: Uhlobo lwe-1.3B Small lungasebenza ngesikhathi sangempela ku-GPU eyodwa esezingeni lomthengi.

Indlela yokuqeqeshwa kwangaphambili okuyimbangela: Ngokuqeqeshwa kwangaphambili okuyimbangela okuklanywe ngokucophelela (Causal Pretrain), imodeli ifinyelela esikhathini sokusebenzisana esingenamkhawulo kuyilapho igcina ikhwalithi yokuphumayo ifana isikhathi eside. Lokhu kuyisisekelo sokungaphambuki kwesikhathi eside.
Ukudistila ngesikhathi sangempela: Imodeli ikhipha okuhlukile kwesikhathi sangempela kumodeli eyisisekelo, kanti imodeli ye-Bidirectional isetshenziswa njengomthombo wokudistila wekhwalithi ephezulu, ukuze isivinini sokucabanga sanele ukushayela ukusakazwa kwevidiyo okungu-720P/60FPS.
Amandla okubuka ancike esenzweni: Ngokufunda kumavidiyo amaningi omuntu wokuqala, akhiqiziwe nawasesizindeni se-inthanethi, imodeli ifunda amandla anemibandela “yesenzo nesithombe”, ukuze iguqule ngokwethembeka izenzo nezehlakalo zibe izinguquko ezibonakalayo.
Isakhiwo sama-agent amabili: I-Agentic Harness eyasungulwa okokuqala isebenzisa i-Pilot Agent ukuhlela nokwenza ukuziphatha komlingiswa, bese i-Director Agent ihlanganisa izici ezintsha zemvelo njengoba isigcawu siqhubeka, ihlanganise ukushayela yi-agent nokungenelela komsebenzisi.
Ukubambisana kwamamodeli amakhulu namancane: Imodeli eyinhloko engu-14B ihambisana nemodeli elula engu-1.3B, ihlanganise ukusebenza nokufakwa ku-GPU eyodwa, futhi yehlise umgoqo wokuphindaphinda ucwaningo.

Isikhathi sokusebenzisana esingenamkhawulo: Indlela yokuqeqeshwa kwangaphambili okuyimbangela ivumela imodeli ukuthi ikhiqize ngokuqhubekayo amahora amaningi, kuyilapho izithombe zingaphambuki isikhathi eside, yephula umkhawulo wesikhathi wamamodeli evidiyo endabuko.
Okuhlangenwe nakho okushelelayo ngesikhathi sangempela: Okuhlukile okudistiliwe kwesikhathi sangempela kusekela i-720P / 60FPS nokubambezeleka okungaphansi kwesekhondi, kufinyelele ezingeni lokusebenzisana “okudlalekayo”.
Izinto eziningi zokusebenzisana: Kuhlanganisa ukuhlasela, ukudubula imicibisholo, ukuphonsa iziphonso, ukudubula kanye nezehlakalo zemvelo eziqhutshwa umbhalo, njengemvula neqhwa, okwandisa kakhulu izindlela zokusebenzisana.
Isakhiwo sama-agent amabili esaqalwa okokuqala: I-Pilot Agent iphethe ukuhlela ukuziphatha komlingiswa, kanti i-Director Agent iphethe ukuhlanganisa izici zesigcawu eziguqukayo; ukushayela yi-agent nokungenelela komsebenzisi kwenzeka ngokuhambisana.
Ukwabelana nokusebenzisana kwabadlali abaningi: Abasebenzisi abaningi bangangena ngesikhathi esisodwa emhlabeni ofanayo okhiqiziwe, omunye adlale kanti omunye aqondise, kushintshwe indlela evamile yokukhiqiza komdlali oyedwa.
Umgoqo wokufakwa uphansi: Uhlobo lwe-1.3B Small ludinga kuphela i-GPU eyodwa esezingeni lomthengi ukuze lusebenze ngesikhathi sangempela, ngakho nabathuthukisi ngabanye bangaluphindaphinda endaweni yabo.

Isikhathi eside kakhulu: Ukuqeqeshwa kwangaphambili okuyimbangela kusekela ukukhiqiza okuqhubekayo amahora amaningi, ngaphandle kokuphambuka kwezithombe isikhathi eside.
Ukudlaleka ngesikhathi sangempela: Okuhlukile okudistiliwe kwesikhathi sangempela kufinyelela ku-720P/60FPS nokubambezeleka kokusebenzisana okungaphansi kwesekhondi.
Ukusebenzisana okunothile: Kuhlanganisa ukuhlasela, ukudubula imicibisholo, ukuphonsa iziphonso, ukudubula kanye nezehlakalo zemvelo eziqhutshwa umbhalo.
Isakhiwo sama-Agent amabili: I-Pilot Agent ihlela ukuziphatha komlingiswa, kanti i-Director Agent ihlanganisa isigcawu esiguqukayo.
Ukusebenzisana kwabadlali abaningi: Abasebenzisi abaningi bangabelana ngomhlaba ofanayo okhiqiziwe, omunye adlale kanti omunye aqondise.
Ukufakwa okulula: Uhlobo lwe-1.3B Small lungasebenza ngesikhathi sangempela endaweni yomuntu siqu lisebenzisa i-GPU eyodwa esezingeni lomthengi.
Izigcawu ezihlukahlukene: Kusuka emhlabeni wemidlalo kuye ekulingiseni amarobhothi, ekubikezeleni ikusasa nasekukhiqizeni idatha yokusebenzisana.

Iwebhusayithi yephrojekthi: https://technology.robbyant.com/lingbot-world-v2
Inqolobane ye-GitHub: https://github.com/robbyant/lingbot-world-v2
Inqolobane yamamodeli ye-HuggingFace: https://huggingface.co/robbyant/lingbot-world-v2-14b-causal-fast
Iphepha lobuchwepheshe le-arXiv: https://arxiv.org/pdf/2607.07534

Ukuthuthukiswa kwemidlalo ye-AI: Njengenjini yomdlalo ekhiqiza ngesikhathi sangempela, ikhiqiza ngamandla amazinga, izigcawu nezehlakalo ngokwezenzo zomdlali, yehlise izindleko zokukhiqiza okuqukethwe kwezinga le-3A.
Ukuzilolonga kokukhiqizwa kwamafilimu nokuthwebula okubonakalayo: Umqondisi usebenzisa imiyalelo yombhalo ukwakha nokuzulazula ezigcawini ezibonakalayo ngesikhathi sangempela, abuke ngokushesha izithombe nomoya, futhi anciphise kakhulu isikhathi sokulungiselela izigcawu nokuguqula umbhalo.
Indawo yokuqeqesha ubuhlakani obugxilile emzimbeni: Ihlinzeka amarobhothi ngendawo yokulingisa enokwethembeka okuphezulu nesebenzisanayo, iqeqeshe amakhono okubona, okwenza izinqumo nawokusebenzisana isikhathi eside, futhi yehlise izindleko zokuzama emshinini wangempela.
I-VR/AR nezokuvakasha zedijithali namasiko: Ikhiqiza izindawo ezibonakalayo ezigxilisa umsebenzisi, ezingahlolwa ngokungenamkhawulo, ezisetshenziswa emibukisweni ebonakalayo, ekuqondiseni ezokuvakasha nasemhlabeni we-metaverse osebenzisanayo wabadlali abaningi.
Imfundo nokuqeqeshwa okusebenzisanayo: Yakha amalabhorethri abonakalayo asebenzisekayo, izivivinyo zezimo eziphuthumayo nezigcawu zomlando, ukuze abafundi bathole ukuqeqeshwa okugxilisa kakhulu kunokubuka ividiyo emhlabeni “odlalekayo”.