Incamake
EleutherAI nitsinda ryibanze ridaharanira inyungu ryatangije isoko ryindimi nini mugihe imipaka AI yari ifunze inyuma yinkuta zamasosiyete. Byagaragaje ko umuryango w’abakorerabushake ushobora kubaka no kurekura ku buntu moderi zihanganye na sisitemu zifunze, zigahindura abitabira ubushakashatsi bwa AI.
EleutherAI yunvikana neza murwego rwingamba, kugera kubitegererezo, gufata ibyemezo, hamwe nubufatanye bwibidukikije.
Kwibira cyane
EleutherAI yatangiye muri Nyakanga 2020 nk'umuryango wa Discord wateguwe na Connor Leahy, Sid Black, na Leo Gao, mu ntangiriro ugamije kwigana __AIU_PROTECTED_10 __ 'GPT-3. Kugira ngo bahugure izo ngero, babanje kubaka no gusohora Ikirundo, 825GB yanditswemo inyandiko yamakuru yahinduwe ihinduka imyitozo isanzwe ifunguye. Bahise barekura GPT-Neo, GPT-J-6B, hamwe na miliyari 20-ibipimo bya GPT-NeoX-20B, mubyitegererezo binini byururimi biboneka kumugaragaro. Ibikoresho byabo, harimo isomero ryamahugurwa rya GPT-NeoX hamwe na LM Evaluation Harness yakoresheje inganda zose mugupima ibipimo, byabaye ibikorwa remezo abandi bubakiyeho. Muri 2023 EleutherAI yemeye nkikigo cyubushakashatsi kidaharanira inyungu, cyaguka mubisobanuro, guhuza, na siyanse yukuntu abanyamideli biga.
Ubushishozi
Moderi ya EleutherAI ikoresha imiterere ya decoder ya transformateur, ariko GPT-J na GPT-NeoX batangije amahitamo yubuhanga nka Rotary Positional Embeddings (RoPE) kugirango bashireho imyanya yikimenyetso kandi bagereranya ibitekerezo-byongeye-kugaburira ibyiciro byamahugurwa yihuta. Icy'ingenzi, bahuguye kuri TPU na GPUs batanzwe binyuze mubufatanye nka __AIU_PROTECTED_11 __ 'TPU yubushakashatsi bwa Cloud na CoreWeave, berekana ko compte yatanzwe, yatewe inkunga nabaterankunga ishobora gusimbuza datacenter yibigo iyo ihujwe na code ifunguye.
Kumenya EleutherAI
EleutherAI nitsinda ryibanze ridaharanira inyungu ryatangije isoko ryindimi nini mugihe imipaka AI yari ifunze inyuma yinkuta zamasosiyete. Byagaragaje ko umuryango w’abakorerabushake ushobora kubaka no kurekura ku buntu moderi zihanganye na sisitemu zifunze, zigahindura abitabira ubushakashatsi bwa AI. EleutherAI yunvikana neza murwego rwingamba, kugera kubitegererezo, gufata ibyemezo, hamwe nubufatanye bwibidukikije. Kugirango wubake byimbitse, fata EleutherAI nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha EleutherAI asuzuma ingamba zabacuruzi, ikarita yerekana ikarita yizewe, hamwe ningaruka zo gufunga mbere yo gukora. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha. Mugihe kimwe, Amatangazo yo gutangiza arashobora gusumbya umutekano mubikorwa nyabyo byakazi. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha.
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka.
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura.
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Pile dataset ikoreshwa nabashakashatsi kwisi yose kugirango bahugure kandi bige imiterere yururimi rufunguye.
GPT-J-6B na GPT-NeoX-20B boherejwe nabatangiye ndetse nabashakashatsi nkuburyo bwubusa kubucuruzi bwa API bwubucuruzi.
LM Evaluation Harness nigikoresho gisanzwe laboratoire ikoresha mugupima imikorere yicyitegererezo mubikorwa byinshi.
Abashakashatsi bigenga umutekano no gusobanurwa bakoresha uburemere bwa EleutherAI kugirango bige imbere yimbere yimbere yafunze API zihishe.
Uburyo bwo Gushyira mu bikorwa
EleutherAI mubikorwa
Pile dataset ikoreshwa nabashakashatsi kwisi yose kugirango bahugure kandi bige imiterere yururimi rufunguye.
Pile dataset ikoreshwa nabashakashatsi kwisi yose kugirango bahugure kandi bige imiterere yururimi rufunguye byororoka Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
EleutherAI mubikorwa
GPT-J-6B na GPT-NeoX-20B boherejwe nabatangiye ndetse nabashakashatsi nkuburyo bwubusa kubucuruzi bwa API bwubucuruzi.
GPT-J-6B na GPT-NeoX-20B boherejwe nabatangiye ndetse nabashakashatsi nkuburyo bwubusa bwubucuruzi bwa API bwubucuruzi Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
EleutherAI mubikorwa
LM Evaluation Harness nigikoresho gisanzwe laboratoire ikoresha mugupima imikorere yicyitegererezo mubikorwa byinshi.
Isuzuma rya LM nigikoresho gisanzwe laboratoire nyinshi zikoresha mugupima imikorere yicyitegererezo mumirimo amagana Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
EleutherAI mubikorwa
Abashakashatsi bigenga umutekano no gusobanurwa bakoresha uburemere bwa EleutherAI kugirango bige imbere yimbere yimbere yafunze API zihishe.
Abashakashatsi bigenga umutekano no gusobanurwa bakoresha uburemere bwa EleutherAI kugirango bige imbere yimbere yimbere ifunze APIs ihisha Amakipe ubusanzwe abona ibisubizo byiza mugihe basobanuye ibipimo byujuje ubuziranenge imbere, bagakomeza inzira yo kuzamuka kwabantu kubibazo, kandi bagakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Ingaruka & Kurinda
Gutangiza amatangazo arashobora gusumbya ituze mubikorwa nyabyo byakazi.
Ibiciro bya API cyangwa guhindura politiki birashobora guhagarika ibitekerezo ijoro ryose.
Abashoramari bonyine bishingira byongera gufunga no kwimuka.
Igishushanyo mbonera
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets.
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.