IHono ivimbela izicelo zokudonsa zangaphandle njengoba abagcini bephinda bacabanga ukwamukelwa komnikelo

Lokho okuhlanganiswa yile vidiyo

• Isimemezelo sikaHono sango-Okthoba 5 sivimbela izicelo zokudonsa zangaphandle ku-honojs/hono; asikho isincazelo se-AI esicacile. Ukuthuthukiswa kwamalungu kanye nomthombo onelayisensi ye-MIT kuhlala kubonakala.
• USorhus wachaza ngokusobala i-AI ngemikhawulo yakhe yango-Okthoba 1 futhi wathembisa ukuqhubeka nokugcinwa nokusingathwa kwezindaba. Ukwamukelwa kweminikelo kanye nelayisensi yomthombo kunezithelelo ezihlukene.
• IMistral Large 4 iyatholakala njengokubuka kuqala komphakathi okuphethwe. Amasayizi angadawunilodeka athembisiwe ekupheleni kuka-Okthoba; imigomo yelayisensi yokugcina ayikamiswa lapha.
• IMistral ithi izikhungo zayo zedatha zaseYurophu ziqeqeshe futhi zisebenzisa ukubuka kuqala zisebenzisa ama-GPU e-NVIDIA angu-3,800. Abathengi kufanele baqinisekise isifunda se-endpoint abasikhethile kanye nenkontileka.
• I-Artificial Analysis ikala i-Large 4 Preview ngo-38 ku-Intelligence Index yayo ebanzi futhi ikala cishe amathokheni okukhipha angu-116 ngomzuzwana. Lelo zinga likala imisebenzi ehlukene kunezicelo ze-Mistral zobuchwepheshe bezinkampani.
• I-Polars 2.0 esekwe e-Amsterdam yenza i-SQL ibe sezingeni lokuqala futhi ihlela ngokuzenzakalelayo ukuqoqwa kwemibuzo ebuthaka ukuze kube nokusakaza. Imisebenzi esekelwe ingathululela ku-disk, ngenkathi ukuhlanganisa namaqembu esenayo i-disk spilling kumephu yomgwaqo.
• Ama-pipeline e-Polars ancike ekuhlelweni adinga ukuhlolwa kokufuduka: eminye imisebenzi ilahlekelwa iziqiniseko zokuhleleka komugqa okuzenzakalelayo, nge-maintain_order=True etholakalayo lapho isekelwe. Ukuqhathaniswa kokusebenza kokukhishwa kwe-post kungamazinga abahlinzeki.

Umbhalo obhaliwe ohunyushwe

Kuhunyushwe kusuka ekulandiseni kokuqala kwesiNgisi. Umsindo namazwibela atholakalayo alawulwa yi-YouTube.

Kungani iphrojekthi evulekile ingenqaba ukulungiswa kwakho?

0:00 Ucanga ukuthi i-open source isho ukuthi noma ubani angathumela ukulungiswa. IHono ikhubaze izicelo zokudonsa zangaphandle, ngenkathi umdali wayo ekhumbula eyodwa eshintshe yonke into. Kule vidiyo, kungani uvimbela iminikelo? Yini iMistral eyilethayo manje? Futhi yini eshintshayo kumsebenzi wakho wePolars? NgoLwesibili, Okthoba, kanti lokhu yi-The Daily Diff. Khumbula lowo mnikelo omdala. Sizobuyela kuwo.

0:20 NgoMsombuluko, umdali weHono uYusuke Wada wathi abanikeli bangaphandle babengeke besakwazi

Yini iHono eyivimbela ngempela?

0:25 ukuvula izicelo zokudonsa endaweni eyinhloko. Ikhodi ihlala itholakala ngaphansi kwelayisensi ye-MIT, kanti izibani zisekhona. NgoLwesibili kwengeza imodeli ephethwe yiMistral yaseYurophu kanye nenjini yedatha yaseDashi egcina i-laptop yakho iphila. Izingxenye ezintathu ezivinjelwe, lapho ukunakekelwa komuntu kuthatha isifti sokuqala. IHono iyi-framework yewebhu ye-JavaScript engasindi. Ikhasi layo lezicelo zokudonsa lithi ukudalwa kuvinjelwe. Izicelo ezikhona kanye nezicelo ezintsha zamalungu zihlala zibonakala,

0:49 ngakho-ke ukuthuthukiswa kuyaqhubeka ngemuva kwesango. UWada ucela abantu ukuba banikele ngezindlela ezahlukene. Isimemezelo sakhe asinikezi incazelo ecacile ye-AI. Ukunikeza yena isisusa somunye umuntu ngokwaso bekufanele ukubuyekezwa okwenqatshiwe.

Kungani uSorhus asola i-AI ngokusobala?

1:00 Incazelo ecacile ye-AI ivela kuSindre Sorhus. Ngo-Okthoba wokuqala, wathi ukubuyekeza kwe-AI kanye nokulungiswa kwaba yingozi encane. ukuvula izicelo zokudonsa zangaphandle kuwo wonke ama-repositories akhe ngenxa ye-AI, ngemuva kweminyaka eyishumi nanhlanu yokusebenza kwe-open source. Futhi wathembisa ukuqhubeka nokugcinwa nokusingathwa kwezindaba. Ungaqhubeka usebenzisa isoftware ngaphansi kwelayisensi yayo, ngenkathi umgcini elawula ulayini wokubuyekeza. Ukushicilela umthombo akuzange kudalwe inkontileka yokusekela engapheli, nakuba i-inthanethi ibonakala sengathi ilahlekelwe yileyo nhlangano. Umsizi ulungiselela isiqephu esihle ngokushesha.

1:26 Umuntu kusamele aphinde akhiqize iphutha, aqonde ushintsho futhi abe ngumnikazi wemiphumela. Esinye isiphakamiso sengeza umsebenzi noma nini lapho sidinga ukuhlolwa ngokucophelela. Ake ucabange ngomuntu obuyekeza leso siqephu ngemuva komsebenzi wakhe wangempela. Umnikeli ubona intambama ewusizo. Umgcini udla izibiko zamaphutha esikhathi esizayo, imibuzo yokuhambisana nomsebenzi wesibili ongakhokhelwa egqoke inkinobho yokuhlanganisa eluhlaza okwesibhakabhaka enobungane inkinobho. Ukuvimbela ukwamukela kunikeza umgcini indawo yokuphefumula.

Kubiza malini isango lomnikelo?

1:49 Kuphinde kukhuphule isithiyo kumuntu ongaziwa onokulungiswa okuhle ngempela. Isango ngalinye lithengisa umthamo wokubuyekeza ngokumelene nethuba lokuthi umuntu ongaphandle kwakho umbuthano waqaphela lokho okushayile. Funda inqubomgomo yomnikelo ngaphambi kokukhiqiza isiqephu. Umbiko omncane okwazi ukwenzeka, lapho izinkinga zamukelwa khona, ingashaya ushintsho olukhulu umbhali angeke aluchaze. I-eseyi edabukisayo ezungeza ku-Hacker News ibiza i-open source ngokuthi ifile. Leyo yimpikiswano yombhali.

2:13 Lezi zimemezelo ezimbili zichaza imingcele yeminikelo, futhi uSorhus uthi ngokusobala uzoqhubeka nokugcina amaphrojekthi akhe. Isimemo somngcwabo sibonakala sifikile kusenesikhathi. Impendulo yokuqala ngumthamo.

Abathuthukisi bangayihlonipha kanjani ulayini wokubuyekeza?

2:24 Amareposithri avulekile angaba nokubambisana okuncane. Hlonipha umngcele futhi ulethe ubufakazi umuntu angabufakazela. Incazelo ecwebezelisiwe ayikwazi ukwenza lokho kuqinisekiswa kubo. Umgcini othi kwanele wenza isinqumo somsebenzi obala. Singaxoxa ngesivumelwano ngemuva kokufunda isitatimende sangempela, okuyinto esivele isenza sibe ngaphambi kwenani elimangalisayo lengxoxo.

Yini iMistral Large 4 eyilethayo namuhla?

2:43 Okusiletha emshinini omkhulu kakhulu onolunye uhlobo lwenkinga yokulawula. IMistral yethule i-Large Four ngo-Okthoba, inikeza amakhasimende i-API yokubuka kuqala namuhla futhi ithembisa amasayizi angadawunilodeka ekupheleni kuka-Okthoba. Cishe ipharasi eyi-trillion isenza lokhu kube imodeli enkulu kakhulu. Kubathuthukisi, umkhiqizo wanamuhla ukufinyelela okusetshenzisiwe. Ukuzenzakalela kokuzithuthukisa kuncike ekukhishweni kwesisindo esithembisiwe kanye nemigomo yaso ekugcineni. IMistral ithi iqeqeshe imodeli ku ama-GPU e-NVIDIA angu-3,800 kwakhe

3:09 Izikhungo zedatha zaseYurophu, eziphinde zisebenzise ukubuka kuqala. Ingqalasizinda esetshenziswa eYurophu nomthetho waseYurophu yibona ubukhosi obuqinile phawula. I-hardware isaphuma ku-NVIDIA. Inkampani yaseFrance iyibiza ngokuthi i-le Chonk, ngokusobala ikati elithathwa kude isidlo sakusihlwa. Abathengi kufanele basabuze ukuthi isifunda nenkontileka ye-endpoint yabo iyisebenzisa ngempela. Ukuhlolwa okuzimele kungeza umbono.

Ukuhlolwa okuzimele kukufaneleka kanjani ukuphakama kweMistral?

3:29 I-Artificial Analysis inikeza ukubuka kuqala okungu-38 ku-Intelligence yayo ebanzi Isikali. I-Claude Opus 5.5 ikala amahlanu nesishiyagalombili, iyibeka phambili. Izicelo eziqinile zeMistral zikhathaza imisebenzi ethile yebhizinisi. Ikhipha cishe amathokheni ayikhulu neshumi nesithupha ngomzuzwana, ngakho-ke izimpendulo zifika ngokushesha. Hlola umsebenzi wakho. Impendulo esheshayo isadinga impahla efanayo ecasulayo njengekancane. Ukubamba eYurophu kungaba usizo ngaphambi kokuba kufike izinsimbi.

3:52 Hlukanisa isevisi yanamuhla nedawunilodi yesikhathi esizayo. Akekho ojabulela ukuthola ukuthi uhlelo lwabo lokuhlela lwaluyi-reminder yekhalenda. I-Polars esekwe e-Amsterdam ikhiphe inguqulo yesibili, nge-SQL yekilasi lokuqala nokusakaza

Yini eshintshayo kubasebenzisi bePolars e-Amsterdam nakuyo yonke indawo?

4:03 ngokuzenzakalela emibuzweni engasebenzi. Ukuthuthukisa okungokoqobo kokucindezela isethi yedatha engacabangeki nge-reasonable i-laptop. Imisebenzi esekelwe ithululela ku-disk cishe kuma-persenti angamashumi ayisishiyagalombili okusetshenziswa kwe-RAM, ishiya indawo yokuphefumula yememori. Isabelomali esizenzakalelayo se-disk singama-gigabyte angamashumi ayisithupha nane. Ukuhlanganisa namaqembu kune-disk spilling kumephu yomgwaqo. Ukuxhumana kweDashi yi-Amsterdam nenjini engaphansi kwe-MIT. Umphumela wembulunga yonke ukucindezela kwememori okuncane.

4:25 I-Polars inikeza amashadi ayo okusheshisa, ngakho-ke izilinganiso zeslayidi zidinga ukubhekwa kwabantu abadala ukuqondiswa. Ukufuduka kunokuphazamisa. Eminye imisebenzi ayisalwi ukuqinisekisa ukuhleleka komugqa ngokuzenzakalela. Ngenisa ukuhleleka okugciniwe lapho kusekelwe khona, futhi uhlole ama-pipeline ancike kuwo lokho. Imigqa efanele ekuhlelekeni okumangazayo isengakuchitha uMsombuluko wakho. Futhi umnikelo uWada awukhumbulayo? I-router ye-regular expression kaTaku Amano, ayichaza njengokuthuthukiswa okuchazayo

4:48 kuHono. Umuntu ovimbela iziqephu zangaphandle ukhumbula kahle ukuthi isiqephu esikhulu sangaphandle singanikeza iphrojekthi. Lokho kwenza ulayini wokubuyekeza ufanele ukuvikelwa. Uma uthanda ukufunda lokhu kunokuba ungizwe ngisho, i-diff ifika ebhokisini lakho leposi njalo ekuseni, mahhala ku-the daily diff dot dev, isixhumanisi esingezansi. Ngakho isinqumo sikaNamuhla, NEEDS REVIEW.

Kungani ngingabeka uphawu lwe-NEEDS REVIEW?

5:04 Ngisekela abagcini abavikela isikhathi sabo, futhi ngifuna indlela ecacile ewusizo iminikelo yangaphandle. Ukubambisana okusimeme kudinga umuntu ozimisele futhi okwazi ukuhlola umsebenzi ngemuva kokuba inkinobho yokukhiqiza imile. Futhi lokho kuyi-diff yanamuhla. NginguNiko ovela ku-Axrisi. Hlanganisa ngokuzibopha.

Imithombo

1. Hono disables PRs from external contributorsYusuke Wada on X
2. Hono pull-request page: creation is restrictedhonojs on GitHub
3. Hono framework and MIT licenseHono
4. External pull requests disabled due to AI; maintenance continuesSindre Sorhus on X
5. Open Source as We Know It Is Dead — commentaryjross.me
6. Introducing Mistral Large 4Mistral
7. Mistral Large 4 Preview intelligence and performanceArtificial Analysis
8. Release of Polars 2.0Polars
9. Polars founders and Amsterdam officePolars
10. Polars source and MIT licensepola-rs on GitHub