Open Weights nɔto Open Trenin
Kɔmɛnt dɛn
Mewayz Team
Editorial Team
Open Weights nɔto Open Trenin
Insay di wɔl we de chenj kwik kwik wan pan atifishal intɛlijɛns, "open source" dɔn bi pawaful rɔli kray. I prɔmis fɔ wok togɛda, fɔ du tin klia wan, ɛn fɔ gɛt dimokrasi fiuja fɔ AI divɛlɔpmɛnt. כltu, dεn kin כverluk wan krichכ difrεns: di difrεns bitwin fכ rilis wan mכdel in fainal "weyt" dεm εn fכ rivεl di ful "trenin" prכsεs. Opin wet dɛn tan lɛk we dɛn gi dɛn di bluprint fɔ wan skayskrɛpa we dɔn dɔn, bɔt opin trenin tan lɛk fɔ gɛt di wan ol prɔjek manejmɛnt fayl—di akitɔkchral skech dɛn, di injinɛri kɔlkyulɛshɔn dɛn, di saplay dɛn invɔys dɛn, ɛn di kɔnstrɔkshɔn lɔg dɛn ɛvride. Wan de gi yu wan statik autkam; di ɔda wan de gi yu di dinamik prɔses fɔ bil, adap, ɛn mek nyu tin dɛn. Fɔ ɔndastand dis gap na di ki fɔ nevigayt di tru minin fɔ opin na AI.
Di Mirage fɔ Finish Bluprint
We wan kɔmni rilis wan AI mɔdel in wet, i de gi di mɛtemat paramita dɛn we de difayn di mɔdel in bihayvya afta in trenin dɔn. Pan ɔl we dis de alaw ɔda pipul dɛn fɔ rɔn ɛn fayn-tyun di mɔdel, i de sho smɔl tin bɔt *aw* di mɔdel kam fɔ bi. Di impɔtant tin dɛn we bin shep in sɛns stil ayd. Dis tan lɛk we chɛf de gi yu wan it we dɔn dɔn ɛn we kɔmpleks we i nɔ de sheb di we aw dɛn mek am, usay dɛn de mek di it, ɔ di we aw dɛn de kuk. Yu kin test di it ɛn sɔntɛm ad sɔm sɔl, bɔt yu nɔ go ebul fɔ mek am bak frɔm skrach ɔ ɔndastand wetin mek sɔm flawa dɛn de wok togɛda. Semweso, opin wet de gi wan limited fכm fכ transparency, we de lεf di kכmyuniti fכ rivas-εnjinia di fawndeshכnal disizhכn dεm.
Wetin Tru Rili Open Trenin De Rivɛl
Jɛnɛral opin trenin de go fa pas di fayn autput. I involv fɔ sheb di ɔl ɛnd-to-ɛnd prɔses, fɔ mek wan trel we dɛn kin riprodyuz ɛn we dɛn kin ɔdi. Dis ɔlistik we fɔ du tin de mek pipul dɛn gɛt trɔst ɛn mek dɛn wok togɛda mɔ ɛn mɔ. Di men tin dɛn we de insay opin trenin inklud:
- we dɛn kɔl
- Di Kɔmplit Trenin Datasɛt: Di ɛksaktɔl data, inklud di say dɛn we i kɔmɔt, di we aw dɛn de klin, ɛn ɛni krayteria fɔ lɛbul.
- Data Prɔsesin Paiplayn: Di spɛshal kɔd ɛn di we aw dɛn de yuz fɔ transfɔm raw data to fɔmat we fit fɔ tren.
- Haypaparamita ɛn Mɔdal Akitekchɔ: Di prɛsis sɛtin ɛn strɔkchɔral chuk we bin gayd di lanin prɔses.
- Trenin Kɔd ɛn Framwɔk: Di aktual skript ɛn tul dɛn we dɛn yuz fɔ rɔn di trenin saykl dɛn.
- Evalueshɔn Mɛtrik ɛn Rizɔlt: Di bɛnchmak ɛn tɛst dɛn we dɛn yuz fɔ mɛzhɔ di prɔgrɛs ɛn fayn pefɔmɛns.
Dis lɛvɛl fɔ opin de alaw ɔda risach pipul dɛn fɔ nɔ jɔs yuz wan mɔdel, bɔt fɔ rili ɔndastand in trɛnk, bias, ɛn limiteshɔn. I de mek dɛn ebul fɔ kɔpi di rizɔlt, no di tin dɛn we nɔ wok, ɛn kɔntribyut wit minin fɔ mek i impɔtant.
Di Praktikal Impekt pan Biznɛs ɛn Divɛlɔpmɛnt
Fɔ biznɛs ɛn divɛlɔpa dɛn, dis difrɛns gɛt tin dɛn we pɔsin kin si. Fɔ abop pan wan opin-weyt mɔdel nɔmɔ kin mek yu gɛt prɔblɛm. If yu nɔ gɛt sɛns fɔ di trenin data, yu kin diploy wan mɔdel wit bias we yu nɔ no ɔ ligal vulnerabilities we gɛt fɔ du wit in data sɔs. Yu nɔ go ebul fɔ adap di kɔr mɔdel izi wan to nyu, spɛshal wok dɛn bikɔs yu nɔ gɛt di fawndeshɔn no bɔt aw dɛn bin bil am fɔs. Dis na di say we wan modular aprɔch fɔ biznɛs ɔpreshɔn kin bi invaluable. Plɛtfɔm dɛn lɛk Mewayz dɛn bil pan di prinsipul fɔ transparent, kɔmpozibl sistɛm dɛn. Jɔs lɛk aw Mewayz de alaw yu fɔ si ɛn kɔnɛkt ɛvri kɔg na yu biznɛs mashin, tru tru opin trenin de gi di visibiliti we yu nid fɔ trɔst, adap, ɛn rili ɔna yu AI tul dɛn, pas fɔ jɔs lis blak-bɔks autkam.
Towards wan Mɔ Transparent AI Fiuja
Di AI kɔmyuniti de na wan kros rod. Pan ɔl we fɔ rilis wet na fayn tin, dɛn fɔ si am as say fɔ bigin, nɔto di say we yu fɔ dɔn. Di gol fɔ bi kɔlchɔ we valyu ɛn insentif fɔ sheb di ɔl trenin layfsaykl. Dis shift go mek dɛn gɛt mɔ strɔng, ɛtikul, ɛn nyu AI sistɛm dɛn. I de gi pawa to bɔku pipul dɛn we de tek pat fɔ bil pan dɛnsɛf dɛn wok wit ful kɔntɛks, we de mek ɔlman go bifo kwik kwik wan. Insay biznɛs ɛn insay teknɔlɔji, tru pawa nɔ jɔs de pan fɔ gɛt tul, bɔt fɔ ɔndastand di sistɛm we mek am. Bay we wi de champion opin trenin, wi de muv klos to wan AI ekosistim we rili bil pan di prinsipul dɛm fɔ opin we i de tɔk bɔku tɛm.
💡 DID YOU KNOW?
Mewayz replaces 8+ business tools in one platform
CRM · Invoicing · HR · Projects · Booking · eCommerce · POS · Analytics. Free forever plan available.
Start Free →