I-AI Foundations
Qonda ukuthi iyini i-AI, ukuthi amasistimu afunda kanjani, lapho ehluleka khona, kanye nendlela yokwahlulela izimangalo ngaphandle kokukhohlisa.
Umtapo wezincwadi we-AI wamahhala
1019 imihlahlandlela yesiNgisi esicacile, izindlela zokufunda ezihlelekile, nomtapo wolwazi ovulekile — wakhiwe inhlangano engenzi nzuzo ye-501(c)(3) ezimele ukuze noma ubani aqonde i-AI yesimanje.
Qala lapha
Isifundo ngasinye sihlanganisa imiphumela esobala, amakhono afakwe kumephu, imisebenzi yokuzilolonga, kanye netshe eliyinhloko elisetshenzisiwe.
Qonda ukuthi iyini i-AI, ukuthi amasistimu afunda kanjani, lapho ehluleka khona, kanye nendlela yokwahlulela izimangalo ngaphandle kokukhohlisa.
Sebenzisa i-AI ngendlela ekhiqizayo kuyilapho uvikela ubumfihlo, ubheka imiphumela, futhi ulondoloza ukuziphendulela komuntu.
Linganisa izimo zokusetshenziswa kwendawo yokusebenza, sebenzisa abashayeli bezindiza abaphephile, kala inani, futhi uxhumane nezinguquko ngokuzibophezela.
Hlaziya izinhlelo ze-AI ngokusebenzisa amalungelo, ukulingana, ukubusa, ukuphepha, kanye nemiphumela yenzuzo yomphakathi.
Qonda amamodeli olimi, ukubuyisa, abasebenzeli, ukuhlola, izindleko, nokuvikela ukusetshenziswa ngokuklama kwesistimu okusebenzayo.
Amathrekhi esihloko
Gxumela endaweni oyikhathalelayo. Wonke amathrekhi anemihlahlandlela eminingi yesiNgisi esilula.
Umtapo wolwazi ogcwele
1019 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.
I-AI ekulimeni okunembayo isebenzisa izinzwa, amasathelayithi, ama-drones, nokufunda komshini ukuze ilawule izitshalo ezingeni lezitshalo ngazinye kunezinkambu eziphelele.
Ulimi lwe-AIUkushuna isiqalo kuyindlela ephumelelayo yepharamitha yokujwayela imodeli yolimi oluqandisiwe ngokuqeqesha isethi encane yama-vector aqhubekayo ancike ngaphambili kukho konke ungqimba...
Ulimi lwe-AIUkushuna ngokushesha kushintsha imodeli yolimi oluqandisiwe ngokufunda amavekhtha ambalwa aqhubekayo 'okwaziswa okuthambile' ancike kokufakwayo, kunokubhala amagama...
Ulimi lwe-AIUkubuyisela kabusha ukubuyisa kuyisigaba sesibili sosesho lwesimanje: ngemuva kokuthi isitholi esisheshayo sidonse isethi yekhandidethi, imodeli enamandla kakhulu iphinda ithole lawo makhandidethi ukuze...
UmphakathiI-EU's General Data Protection Regulation inika abantu amalungelo lapho amakhompyutha enza izinqumo ezibalulekile ngawo ngokuzenzakalelayo.
UmphakathiOhulumeni, abaholwa yi-United States, bakhawulela ukuthengiswa kwama-chips e-AI athuthukisiwe namagiya okwenza ama-chip ukuze kukhawulwe amakhono e-AI ezimbangi.
I-AI ebonakalayoI-Masked Autoencoder (MAE) iyindlela eziqondisayo efundisa imodeli yombono ukwakha kabusha izithombe ngemva kokuba isithombe esiningi sifihliwe.
I-AI ebonakalayoAmazwibela esithombe kuwumsebenzi wokukhiqiza ngokuzenzakalelayo umusho wolimi lwemvelo ochaza lokho okusesithombeni.
I-AI ebonakalayoI-Visual Question Answering (VQA) ivumela uhlelo ukuthi luphendule imibuzo yamahhala yolimi lwemvelo mayelana nesithombe, njengokuthi 'Bangaki abantu abagqoke izigqoko?
UbuchwephesheI-Fully Sharded Data Parallel (FSDP) iyindlela yokuqeqesha esabalalisiwe ehlukanisa amapharamitha emodeli, ama-gradient, kanye nezifunda ze-optimizer kuwo wonke ama-GPU amaningi ukuze...
UbuchwephesheI-Gradient checkpointing (ebuye ibizwe ngokuthi i-activation checkpointing) iqhinga lokonga inkumbulo elilahla ukwenzeka okuningi okumaphakathi ngesikhathi sokudlula phambili...
UbuchwephesheI-ONNX (Open Neural Network Exchange) ifomethi evamile evulekile yokumela amamodeli okufunda omshini ukuze ahambe ngokukhululeka phakathi kwezinhlaka...
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