01
Nheyo dzeAI
Nzwisisa kuti AI chii, masisitimu anodzidza sei, kwavanokundikana, uye maitiro ekutonga zvirevo pasina hype.
Raibhurari yemahara yeAI
Tekinoroji NhungamiroKusununguka nekusingaperi.
177 magwara eChirungu, nzira dzakarongeka dzekudzidza, uye raibhurari yakavhurika — yakavakwa neyakazvimiririra 501(c)(3) isingabatsiri kuitira kuti chero munhu anzwisise AI yemazuva ano.
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Tanga pano
Vashanu Mhedzisiro-yakavakirwa makosi
Kosi yega yega inosanganisira mhedzisiro yakajeka, hunyanzvi hwemepu, zviitiko zvekudzidzira, uye yakashandiswa capstone.
02
Responsible AI Mushandisi
Shandisa AI zvine mutsindo uchidzivirira zvakavanzika, kutarisa zvinobuda, uye kuchengetedza kuzvidavirira kwevanhu.
03
AI pabasa
Ongorora zviitiko zvekushandisa pabasa, mhanyisa vatyairi vakachengeteka, kuyera kukosha, uye kutaurirana shanduko zvine mutsindo.
04
AI Policy & Society
Ongorora AI masisitimu kuburikidza nekodzero, kuenzana, hutongi, kuchengetedzeka, uye mhedzisiro yekufarira veruzhinji.
05
Kuvaka neAI Systems
Nzwisisa mamodheru emitauro, kudzoreredza, vamiririri, kuongorora, mutengo, uye kuendesa zvidziviriro kuburikidza nehurongwa hwehurongwa.
Musoro wenyaya
Bhurawuza nekumhanya
Svetukira munharaunda yaunofarira. Nzira yega yega ine akawanda akajeka-Chirungu magwaro.
BasicsYakazara nzira kuchinyorwa: Linux Vakapindwa muropa » General » Noticias » AI inoshanda sei padanho repamusoro?84 Nhungamiro Mutauro AILLMs, NLP, ChatGPT, kukurudzira, uye kunzwisisa kwemavara.155 Nhungamiro Visual AIChizvarwa chemifananidzo, kuona kwemakomputa, vhidhiyo, uye dhizaini.133 Nhungamiro Audio AIIzwi, mimhanzi, podcasting, uye odhiyo-yekutanga AI.117 Nhungamiro MakambaniProfiles ye OpenAI, Anthropic, Google, Meta, nezvimwe.121 Nhungamiro ZvikumbiroAI inoratidzira sei mukukodha, kutsvaga, vamiririri, uye hupenyu hwezuva nezuva.111 Nhungamiro MaindasitiriAI mune zvehutano, mari, dzidzo, simba, nezvimwe.91 Nhungamiro TekinorojiChips, kugadzirisa-kwakanaka, RAG, vectors, uye AI zvivakwa.177 Nhungamiro NzangaKusarudzika, kuvanzika, copyright, kuchengetedzeka, uye ramangwana reAI.30 Nhungamiro
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Tekinoroji
Sequence Parallelism uye Ring Attention
Sequence parallelism inopatsanura imwechete yakareba yekuisa kutevedzana kune akawanda maGPU pamwe nechiratidzo (nguva) dimension, uye Ring Attention inobvumira iwo maGPU kuverengera…
TekinorojiActivation Recomputation Tradeoffs
Activation recomputation (gradient kana activation yekutarisa) inochengetedza GPU ndangariro panguva yekudzidziswa nekurasa epakati activation mukupfuura kumberi…
TekinorojiBoka Relative Policy Optimization
Boka Relative Policy Optimization (GRPO) inzira yekusimbisa-yekudzidza yemamodheru emitauro inotonga mhinduro yega yega kuboka…
TekinorojiNormalizing Flows
Normalizing inoyerera imhando yekugadzira inoshandura ruzha rwakareruka (seGaussian) kuita data rakaoma kuburikidza neketani ye invertible, inosiyaniswa ...
TekinorojiEnergy-Based Models
Energy-based modhi (EBMs) dzidza scalar 'simba' basa rinopa yakaderera kukosha kune inonzwisisika data uye yakakwirira kukosha kune isingabatike data, inotsanangura…
TekinorojiOptimizer State Offloading kuCPU uye NVMe
Chirevo chekuchengetedza ndangariro chinomisa kuchengetwa kwebhuku rinorema rekudzidziswa (optimizer states, gradients, dzimwe nguva uremu) muCPU RAM kana paNVMe SSDs pachinzvimbo…
TekinorojiCheckpoint Sharding uye Resumable Kudzidziswa
Matekinoroji ekuchengetedza modhi yekudzidziswa mamiriro muzvidimbu (shards) kuti hofori modhi dzinogona kuchengetwa uye kurodhazve pasina kukachidzwa mundangariro kana dhisiki miganho, nekudaro...
TekinorojiGPU Memory Management uye Fragmentation
Maitiro eAI maitiro ekugovera, kushandisazve, uye kudzoreredza ndangariro shoma paGPU, uye nei masara mapeji (kupatsanurwa) achigona kukonzera kunze-kwe-ndangariro kukanganisa kunyangwe…
TekinorojiMulti-Instance GPU Partitioning
Multi-Instance GPU (MIG) iNVIDIA tekinoroji inocheka imwechete yemuviri GPU kuita akawanda ega Hardware partitions.
TekinorojiGPU Kuronga uye Cluster Orchestration
Kuronga kweGPU kunosarudza kuti ndeapi mabasa anomhanya pane accelerator uye rinhi, nepo orchestration inoronga mabasa aya muboka rose remichina.
TekinorojiSlurm yeAI Kudzidzisa Masumbu
Slurm ndeye yakavhurika-sosi yebasa maneja anoronga uye anomhanyisa mabasa pane yakakwirira-inoita makomputa masumbu, uye yave sarudzo yekusarudzika kune hombe AI…
TekinorojiRonga-uye-Kugadzirisa Kukurudzira
Kuronga-uye-Solve (PS) kukurudzira kunoudza modhi yemutauro kuti itange yagadzira chirongwa chakajeka uye wozoita nhanho nhanho, kugadzirisa kutadza kuri pachena…
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