01
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
Ulimi lwe-AI abaqondisiMahhala phakade.
155 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.
155Iziqondiso zamahhala
1Amathrekhi esihloko
~2 minNgomhlahlandlela
~5hIsikhathi sokufunda
Qala lapha
Ezinhlanu izifundo ezisekelwe emiphumeleni
Isifundo ngasinye sihlanganisa imiphumela esobala, amakhono afakwe kumephu, imisebenzi yokuzilolonga, kanye netshe eliyinhloko elisetshenzisiwe.
02
Umsebenzisi we-AI onesibophezelo
Sebenzisa i-AI ngendlela ekhiqizayo kuyilapho uvikela ubumfihlo, ubheka imiphumela, futhi ulondoloza ukuziphendulela komuntu.
03
I-AI emsebenzini
Linganisa izimo zokusetshenziswa kwendawo yokusebenza, sebenzisa abashayeli bezindiza abaphephile, kala inani, futhi uxhumane nezinguquko ngokuzibophezela.
04
Inqubomgomo ye-AI Nomphakathi
Hlaziya izinhlelo ze-AI ngokusebenzisa amalungelo, ukulingana, ukubusa, ukuphepha, kanye nemiphumela yenzuzo yomphakathi.
05
Ukwakha nge-AI Systems
Qonda amamodeli olimi, ukubuyisa, abasebenzeli, ukuhlola, izindleko, nokuvikela ukusetshenziswa ngokuklama kwesistimu okusebenzayo.
Amathrekhi esihloko
Phequlula ngethrekhi
Gxumela endaweni oyikhathalelayo. Wonke amathrekhi anemihlahlandlela eminingi yesiNgisi esilula.
OkuyisisekeloImiqondo eyinhloko: ukuthi i-AI isebenza kanjani ezingeni eliphezulu.84 abaqondisi Ulimi lwe-AIAma-LLM, i-NLP, i-ChatGPT, ukwaziswa, nokuqonda umbhalo.155 abaqondisi I-AI ebonakalayoUkwakhiwa kwesithombe, umbono wekhompyutha, ividiyo, kanye nomklamo.133 abaqondisi Umsindo we-AIIzwi, umculo, i-podcasting, kanye ne-AI yokuqala yomsindo.117 abaqondisi IzinkampaniAmaphrofayili we-OpenAI, Anthropic, Google, Meta, nokunye.121 abaqondisi Izinhlelo zokusebenzaIvela kanjani i-AI ekubhaleni amakhodi, usesho, ama-ejenti, nempilo yansuku zonke.111 abaqondisi IzimboniI-AI kwezokunakekelwa kwempilo, ezezimali, imfundo, amandla, nokuningi.91 abaqondisi UbuchwephesheAma-chips, ukulungisa kahle, i-RAG, ama-vector, nengqalasizinda ye-AI.177 abaqondisi UmphakathiUkuchema, ubumfihlo, i-copyright, ukuphepha, nekusasa le-AI.30 abaqondisi
Umtapo wolwazi ogcwele
Zonke iziqondiso
155 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.
Ulimi lwe-AI
Ingxoxo ye-AI
I-Conversal AI ubuchwepheshe obuvumela abantu ukuthi baxhumane namakhompuyutha ngezingxoxo zemvelo ezibuyela emuva naphambili, ngombhalo noma ngezwi, esikhundleni samamenyu...
Ulimi lwe-AIIsixazululo se-Coreference
Ukulungiswa kwe-coreference kuwumsebenzi wokuthola ukuthi lapho amagama ahlukene embhalweni ebhekisela entweni efanayo, njengokuxhumanisa "yena" noma "i-CEO" emuva kokuthi "Maria.
Ulimi lwe-AIUkushumekwa Kombhalo
Ukushumeka umbhalo kuguqula amagama, imisho, noma imibhalo ibe uhlu lwezinombolo (ama-vectors) athatha incazelo, ukuze imibhalo enezincazelo ezifanayo igcine iseduze...
Ulimi lwe-AIUkunaka Kwewindi Elishelelayo
Ukunaka kwewindi elislayidayo kuvimbela ithokheni ngayinye ukuthi ihambele kuphela indawo enosayizi ongashintshi wamathokheni aseduze esikhundleni salo lonke uchungechunge.
Ulimi lwe-AIUmbhalo wekhodi we-Byte-Pair
I-Byte-Pair Encoding (BPE) iyi-algorithm ephefumulelwe ngokuminyanisa eyakha ulwazimagama ngokuhlanganisa ngokuphindaphindiwe amapheya avame kakhulu ezimpawu.
Ulimi lwe-AII-Subword Tokenization
Ithokheni yegama elingaphansi ihlukanisa umbhalo ube amayunithi amancane kunamagama kodwa amakhulu kunezinhlamvu, njengokuthi 'ithokheni' kanye 'ne-ization'.
Ulimi lwe-AII-FlashAttention
I-FlashAttention iyi-algorithm esebenza kahle inkumbulo ehlanganisa ukunaka okufanayo ncamashi nama-transformer ajwayelekile kodwa ngaphandle kokubhala ukunaka okukhulu…
Ulimi lwe-AIUkunakwa Kwemibuzo Ehlanganisiwe
I-Grouped-Query Attention (GQA) iyindlela yokunciphisa inkumbulo edingekayo phakathi nokukhiqizwa kombhalo ngokuvumela izinhloko zemibuzo ezimbalwa zabelane ngokhiye ofanayo namakhanda enani.
Ulimi lwe-AII-Rotary Position Embeddings
I-Rotary Position Embeddings (I-RoPE) ifaka ikhodi lapho ithokheni ngalinye lihlala ngokulandelana ngokuzungezisa umbuzo walo namavekhtha angukhiye nge-engeli elinganayo nendawo.
Ulimi lwe-AIUkushuna Isiqalo
Ukushuna isiqalo kuyindlela ephumelelayo yepharamitha yokujwayela imodeli yolimi oluqandisiwe ngokuqeqesha isethi encane yama-vector aqhubekayo ancike ngaphambili kukho konke ungqimba...
Ulimi lwe-AIUkushuna Okusheshayo
Ukushuna ngokushesha kushintsha imodeli yolimi oluqandisiwe ngokufunda amavekhtha ambalwa aqhubekayo 'okwaziswa okuthambile' ancike kokufakwayo, kunokubhala amagama...
Ulimi lwe-AIUkubuyiswa kabusha
Ukubuyisela kabusha ukubuyisa kuyisigaba sesibili sosesho lwesimanje: ngemuva kokuthi isitholi esisheshayo sidonse isethi yekhandidethi, imodeli enamandla kakhulu iphinda ithole lawo makhandidethi ukuze...
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