Umtapo wezincwadi we-AI wamahhala

Ubuchwepheshe abaqondisiMahhala phakade.

177 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.

177Iziqondiso zamahhala

1Amathrekhi esihloko

~2 minNgomhlahlandlela

~6hIsikhathi sokufunda

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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

177 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.

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I-TensorRT ilabhulali ye-NVIDIA ehlanganisa amanethiwekhi e-neural aqeqeshiwe abe izinjini ezithuthukiswe kakhulu ezisebenza ngokushesha kakhulu kuma-NVIDIA GPU.

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Iseva ye-Triton Inference

I-Triton Inference Server iyinkundla yomthombo ovulekile ye-NVIDIA yokuthumela nokunikeza amamodeli we-AI ekukhiqizeni ngezinga eliphezulu.

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I-Ray ye-Distributed AI

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I-Gradient Checkpointing

I-Gradient checkpointing (ebuye ibizwe ngokuthi i-activation checkpointing) iqhinga lokonga inkumbulo elilahla ukwenzeka okuningi okumaphakathi ngesikhathi sokudlula phambili...

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I-ONNX kanye Nokusebenzisana Kwemodeli

I-ONNX (Open Neural Network Exchange) ifomethi evamile evulekile yokumela amamodeli okufunda omshini ukuze ahambe ngokukhululeka phakathi kwezinhlaka...

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Ama-Tensor Cores

I-Tensor Cores amayunithi ehadiwe akhethekile ngaphakathi kwe-NVIDIA GPU yesimanje enza imisebenzi ye-matrix yokuphindaphinda nokuqongelela ngokushesha okukhulu.

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High Bandwidth Memory

I-High Bandwidth Memory (HBM) iyimemori estakiwe ebekwe eduze kwe-GPU eletha idatha ngokushesha kakhulu kune-RAM evamile.

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I-NVLink ne-GPU Interconnects

I-NVLink nezixhumi ezihambisanayo ziyizixhumanisi ezinesivinini esikhulu ezivumela ama-GPU amaningi ukuthi akhulume wodwa ngokuqondile nangokushesha.

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Ukuhlanganisa imodeli kuhlanganisa izisindo zamanethiwekhi emizwa amabili noma ngaphezulu aqeqeshiwe abe yimodeli eyodwa - ngaphandle kokuqeqeshwa kabusha noma ukufinyelela ekuqeqeshweni kwasekuqaleni...

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