Umtapo wezincwadi we-AI wamahhala

Funda i-AI.Mahhala phakade.

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.

1019Iziqondiso zamahhala
9Amathrekhi esihloko
~2 minNgomhlahlandlela
~34hIsikhathi sokufunda

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Ezinhlanu izifundo ezisekelwe emiphumeleni

Isifundo ngasinye sihlanganisa imiphumela esobala, amakhono afakwe kumephu, imisebenzi yokuzilolonga, kanye netshe eliyinhloko elisetshenzisiwe.

Amathrekhi esihloko

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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

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

Ubuchwepheshe

I-Superposition kanye ne-Polysemanticity ku-AI Ukutolika

Funda i-superposition kanye ne-polysemanticity ekuchazekeni kwe-AI: kungani amamodeli epakisha izici eziqondisweni ezabiwe, kungani ama-neurons eba i-polysemantic…

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Ubuchwepheshe

I-Logit Lens kanye ne-Tuned Lens

Ilensi yelogithi namalensi ashuniwe kungamasu okutolika abheka ungqimba lwezimo ezifihliwe ze-transformer ngongqimba ukuze abone ukuthi imodeli 'icabangani'...

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I-Word2Vec Skip-Gram ne-CBOW

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IGlove Global Vectors

I-GloVe (Global Vectors for Word Representation) iyindlela yokushumeka yase-Stanford ka-2014 efunda ama-vectors amagama ngokuqondile ngokubala okwenzekayo emhlabeni wonke...

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Ukushumeka kwegama elingaphansi kwe-FastText

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Ubuchwepheshe

I-DeepSpeed ​​kanye ne-Megatron Training Stacks

I-DeepSpeed ​​(Microsoft) ne-Megatron-LM (NVIDIA) izitaki zesofthiwe ezenza amamodeli okuqeqesha anezigidigidi zamapharamitha ezinkulungwaneni zama-GPU...

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Ubuchwepheshe

Amamodeli we-1-Bit kanye ne-Ternary BitNet

I-BitNet ingumugqa wocwaningo we-Microsoft obonisa ukuthi amamodeli ezilimi amakhulu angaqeqeshwa ngezisindo ezikhawulelwe kubhithi elingu-1, noma amanani amathathu...

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Ubuchwepheshe

I-GPTQ kanye ne-AWQ Post-Training Quantization

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I-ELMo Contextual Embeddings

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Matryoshka Representation Embeddings

I-Matryoshka Representation Learning (MRL) iqeqesha ukushumeka ukuze ulwazi olubaluleke kakhulu lupakishwe kubukhulu bokuqala, okukuvumela ukuthi unciphise isikhathi eside...

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I-ColBERT ne-Multi-Vector Retrieval

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I-AI ebonakalayo

Ukuguquguquka Kombhalo Ongenalutho

Ukuguqulwa kwe-null-text kuyindlela ekuvumela ukuthi uhlele isithombe sangempela ngemodeli yokusabalalisa eqhutshwa umbhalo efana ne-Stable Diffusion ngenkathi ugcina yonke into...

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Hlola okufundile ngombuzo wesihloko, bese uhlola izifundo zethu ezihlelekile noma usebenzela ukuthola isitifiketi. Wonke umhlahlandlela uhlala ukhululekile ukufunda.

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