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.

I-AI Foundations

Qonda ukuthi iyini i-AI, ukuthi amasistimu afunda kanjani, lapho ehluleka khona, kanye nendlela yokwahlulela izimangalo ngaphandle kokukhohlisa.

~4h ukuqedelaBuka inkambo

Umsebenzisi we-AI onesibophezelo

Sebenzisa i-AI ngendlela ekhiqizayo kuyilapho uvikela ubumfihlo, ubheka imiphumela, futhi ulondoloza ukuziphendulela komuntu.

~5h ukuqedelaBuka inkambo

I-AI emsebenzini

Linganisa izimo zokusetshenziswa kwendawo yokusebenza, sebenzisa abashayeli bezindiza abaphephile, kala inani, futhi uxhumane nezinguquko ngokuzibophezela.

~6h ukuqedelaBuka inkambo

Inqubomgomo ye-AI Nomphakathi

Hlaziya izinhlelo ze-AI ngokusebenzisa amalungelo, ukulingana, ukubusa, ukuphepha, kanye nemiphumela yenzuzo yomphakathi.

~6h ukuqedelaBuka inkambo

Ukwakha nge-AI Systems

Qonda amamodeli olimi, ukubuyisa, abasebenzeli, ukuhlola, izindleko, nokuvikela ukusetshenziswa ngokuklama kwesistimu okusebenzayo.

~8h ukuqedelaBuka inkambo

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

U-ColBERT Ukubuyisa Ukusebenzisana Kwakamuva

I-ColBERT imodeli yokubuyisa emele umbuzo ngamunye futhi ibhale amavekhtha amaningi weleveli yamathokheni futhi iwathole ngesinyathelo esihlanjululwe kahle 'sokusebenzelana kwakamuva'.

2 min fundaFunda

Ulimi lwe-AI

Ukuhambisana Okuphezulu KweMarginal

I-Maximum Marginal Relevance (MMR) iyindlela yokubeka kabusha isikhundla ebhalansisa ukuthi umphumela ubaluleke kangakanani uma uqhathanisa nokuthi uhluke kangakanani emiphumeleni ekhethiwe kakade.

2 min fundaFunda

Ulimi lwe-AI

I-self-RAG kanye Nokubuyisa Okukhanyayo

I-Self-RAG iwuhlaka lapho imodeli yolimi inquma ukuthi izobuyiselwa nini, bese igxeka kokubili iziqephu ezitholiwe kanye nokuphumayo kusetshenziswa okukhethekile...

2 min fundaFunda

Ulimi lwe-AI

GraphRAG Ulwazi Amagrafu

I-GraphRAG ithuthukisa isizukulwane sokubuyiswa-esithuthukisiwe ngokwakha igrafu yolwazi yezinhlangano nobudlelwano obusuka eqoqweni ledokhumenti, bese ibuyisela ngaphezulu...

2 min fundaFunda

Ulimi lwe-AI

I-Skeleton-of-Candler Parallel Decoding

I-Skeleton-of-Thought (SoT) iyindlela yokwazisa neyokuhlukanisa eqala ngokucela imodeli yolimi ukuthi iveze uhlaka lwamathambo olufushane lwamaphoyinti okuphendula, bese inweba…

2 min fundaFunda

Ulimi lwe-AI

I-Chain-of-Verification Yokunciphisa I-Hallucination

I-Chain-of-Verification (CoVe) iyindlela yokwazisa lapho imodeli ibhala impendulo, ikhiqize eyayo imibuzo yokuhlola iqiniso, iyiphendule ngokuzimela...

2 min fundaFunda

Ulimi lwe-AI

Ukuxhumanisa Ibhizinisi kanye Nokwehlukanisa

Ibhizinisi elixhumanisa ukukhuluma kwamamephu kwamagama embhalweni kuya kokufakiwe okuyingqayizivele kusisekelo solwazi, linquma, isibonelo, ukuthi i-'Paris' isho idolobha noma umuntu.

2 min fundaFunda

Ulimi lwe-AI

I-Logit Lens kanye Nokuhlelwa Kwesendlalelo Esimaphakathi

I-logit lens iyisu lokutolika elinquma izimo ezifihliwe ze-transformer kuzo zonke izendlalelo zibe izibikezelo zamagama, ikuvumela ukuthi ubuke ukuqagela...

2 min fundaFunda

Ulimi lwe-AI

Izinhloko Zokungeniswa Kuma-Transformers

Amakhanda okufakwayo angamakhanda okunakwa asebenzisa umthetho wekhophi olula kodwa onamandla: 'Ngibone i-[A][B] ngaphambili, futhi manje sengiyabona [A] futhi, ngakho bikezela [B].

2 min fundaFunda

Ulimi lwe-AI

I-Position Interpolation for Context Extension

I-Position Interpolation (PI) iwuhlelo olunweba iwindi lomongo elisebenzisekayo lemodeli yolimi lidlulele kude nobude balo bokuqeqeshwa ngokukala kabusha indawo...

2 min fundaFunda

Ulimi lwe-AI

I-YaRN Context Window Scaling

I-YaRN (Nokho enye isandiso se-RoPE) iyindlela enweba iwindi lemongo elisebenzisekayo le-transformer kude kakhulu kunalokho ebiqeqeshelwa kukho, ngokuncane…

2 min fundaFunda

Ulimi lwe-AI

Amamodeli we-Jamba Hybrid Transformer-Mamba

I-Jamba iyimodeli yolimi enkulu evela ku-AI21 Labs ehlanganisa izendlalelo zokunaka ze-Transformer ngezendlalelo zesikhala se-Mamba (kanye nengxube yochwepheshe) ukuze uthole...

2 min fundaFunda

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