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ServiceNow uye StarCoder
The original StarCoder models were developed by the BigCode collaboration, co-led by ServiceNow Research and Hugging Face.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
Pa peji ino2 min verenga
Pfupiso
Their paper documents training data and model capabilities, while the OpenRAIL-M license permits use subject to stated restrictions.
Kudzika Kwakadzika
The 2023 BigCode paper introduced StarCoderBase and StarCoder as 15.5-billion-parameter code models with an 8,000-token context. StarCoderBase was pretrained on about one trillion tokens from The Stack, and StarCoder was produced by further fine-tuning StarCoderBase on 35 billion Python tokens. The paper describes fill-in-the-middle training, multi-query attention, data documentation, opt-out mechanisms, and release under BigCode’s OpenRAIL-M license. StarCoder2 is a later, separate model family introduced in 2024.
Kuitwa muNyika yeChokwadi
Kusimbaradza otomatiki uye kodhi-kupedzisa mazano mukati meIDE plugins uye edhita ekuwedzera
Kugadzira boilerplate mabasa, bvunzo dzeyuniti, uye docstrings kubva kune yakasarudzika-mutauro kutaura
Kushandura kana kugadzirisa kodhi pakati pemitauro yepurogiramu mukati mebhizinesi codebase
Kushanda semubatsiri wekodha yekukodha kumasangano asingakwanise kutumira kodhi yemuridzi kune yakavharwa makore APIs.
Ramangwana reSevhisiNow uye StarCoder
Macode modhi ari kufamba akananga kune agentic workflows uko iwo asingangozvipedza otomatiki asi kuronga, kumhanya bvunzo, uye kugadzirisa yavo yekubuda. StarCoder2, yakadzidziswa pane yakakura Stack v2 dataset yakavakwa neSoftware Heritage, inonongedza kune yakafararira kufukidzwa kwemutauro uye zvirinani ruzivo rwedata. Tarisira kuenderera mberi kusimbisirwa padhata rekudzidzisa rakajeka, nzira dzekubuda, uye kujekeswa kwerezenisi sezvo kuongororwa kwepamutemo kwemhando dzakadzidziswa kodhi kunokura, pamwe nekubatanidzwa kwakanyanya mumapuratifomu ekuvandudza bhizinesi.
Kuzvishandisa
Nei zvichikosha
- Nzira yemutengesi. Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
- Mutengo uye bhajeti. Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
- Ngozi uye kuchengeteka. Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Chenjera
- Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
- Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
- Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Matanho anotevera
- Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
- Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
- Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
- Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Ramba Uchiongorora
Tsamba yemahara
Tora iyo yemazuva ese AI pfupiso
Nhatu dzakasimbiswa dzeAI nyaya mangwanani ega ega pakati pevhiki, dzakanyorwa neChirungu chakajeka. Yemahara zvachose, hapana ads.
Imwe email zuva rega rega revhiki. Bvisa kunyoresa kamwe chete. Hatimbotengese kana kugovera kero yako.
Zviedze iwe pachako
Take the ServiceNow and StarCoder 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
What is ServiceNow and StarCoder?
The original StarCoder models were developed by the BigCode collaboration, co-led by ServiceNow Research and Hugging Face. Their paper documents training data and model capabilities, while the OpenRAIL-M license permits use subject to stated restrictions.
Ndeapi masangano maviri akatungamira BigCode chirongwa chakagadzira StarCoder?
BigCode yaive yekushandira pamwe inotungamirwa neServiceNow Tsvagiridzo uye Hugging Face kuvaka yakavhurika, zvine hungwaru yakagadziridzwa macode modhi.
Which dataset was used for StarCoderBase pretraining?
StarCoderBase was pretrained on The Stack, a large collection of permissively licensed source code.
Ndeipi nzira yekudzidzisa inoita kuti StarCoder ipedze kodhi uchishandisa mamiriro pamativi ese echitubu?
Zadza-mu-ye-yepakati-ye-yepakati-yekudzokorodza magwaro kuitira kuti modhi idzidze kugadzira chisipo chakapihwa chakatangira uye chinotevera mamiriro.
Zvinenge yakakura sei iyo mureza StarCoderBase modhi?
StarCoderBase ine 15.5 bhiriyoni paramita, ine mwero nemiganhu yemiganhu asi yakasimba pakukura kwayo pamabasa ekodhi.
Ndeipi yekutarisisa optimization inoshandiswa neStarCoder kuderedza ndangariro uye nekumhanyisa inference?
StarCoder inoshandisa kutarisisa kwemibvunzo yakawanda, kugovera kiyi uye kukosha fungidziro pamisoro yese kucheka ndangariro uye nekumhanyisa-refu-mamiriro ekutaura.
Ramba uchidzidza
Mazano anoenderana
Mamwe madhairekitori akasarudzirwa nyaya iyi