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Induction Misoro muTransformers
Mutauro AI
Mutauro AI GUIDE
Transformers
A transformer is neural-network architecture inoshandisa kutarisisa kusanganisa ruzivo pane zvakatevedzana.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
Pa peji ino2 min verenga
Pfupiso
Iri pasi pemitauro yakawanda uye multimodal modhi. Iyo dhizaini inopa nzira yekugadzirisa zvinomiririra; haringogadzirisi uchokwadi, kunzwisisa, kana kuti mufambiro wakachengeteka.
Zvakakosha zvinobuda
- Attention inosanganisa ruzivo munzvimbo dzese.
- Architecture akasiyana-siyana anoshanda akasiyana ekudzidzisa zvinangwa.
- Kugona-refu-mamiriro ezvinhu kunoda bvunzo-yakanangana nebasa.
Kudzika Kwakadzika
Kutarisisa kunoverengera ruzivo rwakadii nechinzvimbo chinofanira kutora kubva kune dzimwe nzvimbo. Mukuumbwa kwakafanana, fungidziro dzakadzidzwa dzinoburitsa mibvunzo, makiyi, uye kukosha. Query-kiyi kuenzanisa inosarudza huremu hunoshandiswa kubatanidza kukosha. Misoro yakawanda yekutarisisa inobvumira akati wandei masanganiswa akadaro mukati memutsetse. A transformer layer inosanganisirawo mamwe mashandiro, senge feed-forward network, normalization, uye yakasara yekubatanidza. Ruzivo rwechinzvimbo runodiwa nekuti kurongeka kwemazwi kana zvimwe zvinhu zvekutevedzana zvine basa. Mashandisirwo chaiwo anosiyana mukuti anomiririra sei chinzvimbo uye kuronga mashandiro aya. Yekutanga 2017 transformer yakashandisa encoder-decoder dhizaini yekushandura. Mamodheru anotevera anoshandisa encoder-chete, decoder-chete, kana encoder-decoder marongero ezvinangwa zvakasiyana. A causal language modhi inodzivirira chinzvimbo kubva pakusangana kune ramangwana tokens panguva yekufanotaura kunotevera. Icho chinomanikidzira chinosiyana kubva kune bidirectional kugadzirisa yekuisa yakakwana. Kutarisa pamusoro pekutevedzana kwakareba kunogona kudhura zvakanyanya. Masisitimu anoshanda anoshandisa akasiyana optimizations, asi yakashambadzirwa yemamiriro ezvinhu hairatidzi kuti modhi inoshandisa chikamu chese chegwaro refu nekuvimbika. Yedza kudzoreredza, kufunga, uye rairo inotevera pahurefu chaihwo hunodiwa neapplication yako.
04Muenzaniso wakashanda
Tevera chirevo kuburikidza nezviri mukati
Funga nezvemavara akagadzirwa "Robhoti yakafambisa crate nekuti yanga yakavharira gonhi."
Shoko rokuti “izvo” ringada kuti mashoko akapoteredza agadziriswe. Iyo yekutarisisa meshini inogona kusanganisa ruzivo kubva kune dzimwe nzvimbo paunenge uchigadzira chinomiririra.
Chinja mutsara kuti "Robhoti yakafambisa kireti nekuti yaida kuchaja." Edza dudziro yemuenzaniso wakazara pane kufunga kuti dhayagiramu yekutarisisa inoratidza kurongeka kwereferenzi.
Zvazvinoratidza
Uyu muenzaniso unoratidza kugadzirisa kwemamiriro ezvinhu pasina kutaura kuti shanduri yega yega inogadzirisa kusanzwisisika nemazvo.
Kuitwa muNyika yeChokwadi
Encode gwaro rekusarudzika.
Gadzira mhinduro chiratidzo chimwe panguva uchishandisa causal attention.
Kuzvishandisa
Nei zvichikosha
- Kumhanya uye chiyero. Mutauro workflows inogona kufamba nekukurumidza pasina kupira kuenderana.
- Svika uye svika. Inopamhidzira kupinda mumitauro yese nemataera ekutaurirana.
- Sarudzo dzakajeka. Zvikwata zvinogona kupedza nguva yakawanda pakutonga uku otomatiki ichibata kudzokorora.
Chenjera
- Chokwadi chehuroyi chinogona kupinda chinyararire mishumo, kuyerera kwetsigiro, kana tsvakiridzo.
- Kunzwa nekukasira kunogona kugadzira mhedzisiro isingaenderane pane zvikumbiro zvakafanana.
- Sensitive text data inogona kuburitswa kana zvidhiraivho zvisina kusimba.
Matanho anotevera
- Tsanangura chimiro chekubuda, toni, uye mhando zviyero usati waburitsa.
- Mhinduro dzepasi neakavimbika masosi pese pazvine basa.
- Chengetedza ongororo yekuongorora yemunhu kune yakakwira-stake zvinobuda.
- Tevera maitiro ekutadza uye dzidzisazve kukurudzira kana mafambiro ebasa nguva nenguva.
Sources uye kuwedzera kuverenga
- Vaswani and colleaguesKuchenjerera Ndiko Kwese Kwaunoda
Ramba Uchiongorora
Tsamba yemahara
Tora iyo yemazuva ese AI pfupiso
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Zviedze iwe pachako
Take the Transformers quiz
Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.
Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo
Mibvunzo inowanzo bvunzwa
Ese ma transformer chatbots here?
Kwete. Transformers inogona kutsigira kupatsanura, kushandura, kudzoreredza, kuona, odhiyo, uye mamwe mabasa; chatbot chishandiso chakavakirwa kutenderedza modhi uye mamwe masisitimu.
Ramba uchidzidza
Mazano anoenderana
Mamwe madhairekitori akasarudzirwa nyaya iyi