Yakadhindwa OpenChatKit, chishandiso chekugadzira chatbots

Iyo OpenChatKit yakavhurika sosi toolkit inounzwa, yakanangana nekurerutsa kusikwa kwechatbots kuitira hunyanzvi uye kushandiswa zvakajairika. Iyo sisitimu inogadziridzwa kuita mabasa akadai sekupindura mibvunzo, kuitisa nhaurirano dzematanho mazhinji, kupfupikisa, kuburitsa ruzivo, uye kuisa zvinyorwa. Iyo kodhi yakanyorwa muPython uye yakagoverwa pasi peiyo Apache 2.0 rezinesi. Iyo purojekiti inosanganisira yakagadzirira-yakagadzirwa modhi, kodhi yekudzidzisa modhi yako, zvishandiso zvekuyedza mhedzisiro yemuenzaniso, maturusi ekuwedzera modhi nemamiriro kubva kune yekunze index uye kugadzirisa iyo base modhi kuti ugadzirise matambudziko ako pachako.

Iyo bhoti yakavakirwa pamuchina wekutanga kudzidza modhi (GPT-NeoXT-Chat-Base-20B), yakavakwa uchishandisa modhi yemutauro inovhara mabhiriyoni makumi maviri emaparamita uye yakagadziridzwa kutaurirana kutaurirana. Kuti udzidzise muenzaniso, data yakawanikwa kubva kuLAION, Together uye Ontocord.ai project collections yakashandiswa.

Kuti uwedzere hwaro hweruzivo huripo, hurongwa hunotsanangurwa hunogona kutora rumwe ruzivo kubva kune ekunze repositories, APIs uye mamwe masosi. Semuenzaniso, zvinokwanisika kugadzirisa ruzivo uchishandisa data kubva kuWikipedia uye nhau feeds. Imwe nzira yekuzvisarudzira yemodhiyo iripo, yakadzidziswa pamabhiriyoni matanhatu eparamende uye zvichibva pamuenzaniso weGPT-JT, kusefa mibvunzo isina kufanira kana kuganhurira nhaurirano kune dzimwe nyaya.

Takaparadzana, tinogona kutaura chirongwa cheChatLLaMA, chinopa raibhurari yekugadzira vabatsiri vakangwara vakafanana neChatGPT. Iyo purojekiti iri kuvandudzwa neziso rekugona kumhanya pamidziyo yako uye kugadzira mhinduro dzemunhu dzakagadzirirwa kuvhara nzvimbo dzakatetepa dzeruzivo (semuenzaniso, mushonga, mutemo, mitambo, tsvakiridzo yesainzi, nezvimwewo). Iyo ChatLLaMA kodhi ine rezinesi pasi peGPLv3.

Iyo purojekiti inotsigira kushandiswa kwemamodheru kwakavakirwa pane iyo LLaMA (Mutauro Mukuru Model Meta AI) yekuvakisa inokurudzirwa neMeta. Iyo yakazara LLaMA modhi inovhara 65 bhiriyoni paramita, asi yeChatLLaMA inokurudzirwa kushandisa sarudzo dzine 7 uye 13 bhiriyoni paramita kana iyo GPTJ (mabhiriyoni matanhatu), GPTNeoX (bhiriyoni 6), 1.3BOPT (20 bhiriyoni), BLOOM (13 bhiriyoni) uye Galactica (7.1 bhiriyoni) modhi). Pakutanga, mhando dzeLLaMA dzaipihwa chete kuvaongorori pachikumbiro chakakosha, asi sezvo nzizi dzaishandiswa kuendesa data, vanofarira vakagadzira chinyorwa chaibvumira chero munhu kudhawunirodha modhi.

Source: opennet.ru

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