Microgpt (Microgpt) ye

MicroGPT wulicogo : mun na AI misali misɛnninw bɛ ka jagokɛlaw ka baara kɛcogo sɛmɛntiya kokura

San damadɔ tɛmɛnenw na , AI boli in ɲɛfɔra ni hakilijagabɔ kelen ye : a ka bon . Paramɛtiri caman, kalan data caman, jatebɔ caman. Nka 'yɛrɛlabɔli dususumanin dɔ bɛ ka Dabɔ sira wɛrɛ fɛ. MicroGPT — min bɛ taa ɲɛ ka taa AI misali fitininw na, minnu bɛ baara kɛrɛnkɛrɛnnenw kɛ — o bɛ k’a jira ko fitininw bɛ se ka kɛ hakilitigiw ye, ka teliya, ani ka kɛ nafama ye kosɛbɛ jagokɛlaw bolo minnu mago bɛ AI la tiɲɛ na walasa u ka baara kɛ, u tɛ se ka mɔgɔ kabakoya dɔrɔn. K’a sɔrɔ tekinolojitɔnba dɔw bɛ ka hakililata jɛlenw nɔfɛ, jagokɛla misɛnninw ni cɛmancɛw bɛ ka a ye ko modɛli nɔgɔman min kalanna u yɛrɛ ka kunnafonidilanw kan, o bɛ se ka tɛmɛ behemoth trillion-parameter behemoth kan, baara minnu nafa ka bon tiɲɛ na: ka kiliyanw ka ɲininkaliw jaabi, ka faturaw dilan, ka lajɛw boloda, ani ka baara kɛtaw to sen na k’a sɔrɔ AI ka baarakɛnafolo tɛ jate wɔɔrɔ ye.

MicroGPT ye mun ye tigitigi ?

MicroGPT tɛ fɛn kelen ye walima baarakɛda kelen ye — a ye dilancogo hakilila ye. O daɲɛ bɛ AI misaliw ɲɛfɔ minnu ka dɔgɔ ni laɲini ye, a ka c’a la, u bɛ daminɛ miliyɔn 1 na ka se miliyari 3 ma, minnu labɛnna ka ɲɛ walasa ka tɛmɛ baara fitininw kan sanni u k’a ɲini ka fɛn bɛɛ kɛ. A tɛ i n’a fɔ kanba misaliw (LLM) minnu bɛ GPU kuluba dɔw wajibiya, wa u bɛ se ka musaka kɛ ka tɛmɛ dɔrɔmɛ 10 kan API weleli 1000 kelen na baara gɛlɛnw kama, MicroGPT misaliw bɛ se ka baara kɛ ɔridinatɛri jɔnjɔn kan, sankaba misali dɔ kan dɔrɔmɛ 5/kalo kɔnɔ, walima hali ka don jagokɛla ka baarakɛminɛn dɔ kɔnɔ k’a ɲɛsin u yɛrɛ ma.

O hakilina in ye mɔgɔw sama san 2023 laban na, n’o ye ɲininikɛlaw y’a jira ko misali miliyari 1,3 min labɛnna ka ɲɛ domani kɛrɛnkɛrɛnnenw ka kunnafonidilanw kan, o bɛ se ka bɛn walima ka tɛmɛ GPT-3,5 kan, dantigɛli laɲinitaw kan. San 2025 na, dakun dafalen jɛkulu ye karamɔgɔ tan ni caman dilan — TinyLlama, Phi-3 Mini, Gemma 2B — minnu y’a to a ka nɔgɔn kosɛbɛ baarakɛlaw bolo ka AI mikro-skala bila senkan baarakɛyɔrɔw la. Cikan tun jɛlen don : i mago tɛ Ferari la ni nɛgɛso min labɛnna ka ɲɛ, o b’i lase yɔrɔ kelen na joona, siraba kan.

Jagokɛlaw fɛ , nin jiginni in nafa ka bon kosɛbɛ . O kɔrɔ ye ko AI tɛ da tugun baarakɛda ka bɛnkansɛbɛnw ni kunnafonidilanw dɔnniya jɛkuluw kɔfɛ. Solopreneur min bɛ coaching practice dɔ ɲɛminɛ walima mɔgɔ 20 ka baarakɛda min bɛ kiliyanw ka faturaw ɲɛnabɔ, o bɛ se ka otomatiki hakilitigi don u ka baarakɛcogo la k’a sɔrɔ a ma masin kalanni kode sira kelen faamuya — n’a y’a sɔrɔ u bɛ baara kɛ ni plateforme ɲuman ye.

Mun na modeli belebelebaw bɛ tɛmɛn jago baara 90% kan

Jagokɛyɔrɔ fitinin danmadɔ ka don o don baarakɛcogo jateminɛ . Dutigi ka kan ka tugu-tugu- batakiw ci ɲɛmɔgɔw ma, ka dɛmɛn tikiti minnu bɛ na, olu tila-tila, ka dɔgɔkun sarako jatebɔsɛbɛn dɔ labɛn, ani ka kunnafoni dɔ sɛbɛn sosiyete ka kunnafonidilanw kan. O baara ninnu si tɛ hakilinata seko wajibiya, min bɛ kɛ ni misali miliyari 175 ye. Tiɲɛ na, ka nin baara ninnu bila sira LLM belebeleba dɔ fɛ, o bɛ latɛmɛni, kofɔbaliya, ani musakaw don minnu bɛ baarakɛcogo tiɲɛ kosɛbɛ.

Stanfɔdi ka san 2025 sɛgɛsɛgɛli dɔ kɛra Stanfɔdi ka hadamadenw ka AI baarada fɛ, o y’a jira ko jagokɛlaw ka AI baarakɛcogo 87% bɛ baara suguya danfaralen duuru dɔrɔn de kan, wa ko misali misɛnnin minnu labɛnna ka ɲɛ, olu ye 94% tiɲɛni sɔrɔ o baara ninnu na ni i y’a suma ni 96% ye dankan misaliw la — o musaka bɛ kɛ bi duurunan ye. 2% tiɲɛniko ɲɛtaa danmadɔ tɛ musaka in jalaki dɔrɔn jɛkulu fanba bolo. Ni i bɛ ka jatebɔ fatura dilan walima ka kiliyanw ka hakilinaw labɛn ka kɛ kuluw ye, "close enough" min bɛ $0.001 na ɲinini kelen na, o bɛ "perfect" gosi $0.05.

O de y’a to tigitigi, plateformes i n’a fɔ Mewayz y’u sinsin AI otomatiki modulari kan sanni ka bolt kɛ AI layɛrɛ kelen kan . Ni modulu kɛrɛnkɛrɛnnen 207 bɛ CRM, fatura, HR, sarako, kurunbonkarila, ani jateminɛw la, Mewayz bɛ otomatiki hakilitigi kɛ a mago bɛ yɔrɔ min na tigitigi — modulu kelen-kelen bɛɛ ka sigida kɛrɛnkɛrɛnnen kɔnɔ — sanni ka jago taabolo bɛɛ lajɛlen kɛ AI motɛri kelen fɛ.

Jago nafa duuru minnu bɛ taa mikro la

Yɛlɛma min kɛra ka taa MicroGPT sariyakolow la, o bɛ nafa yetaw lase, nafa minnu bɛ se ka suman, minnu nafa ka bon jagokɛlaw bolo minnu b’u janto marginw na ka tɛmɛ model architectures kan. O nafaw bɛ bonya ni jagokɛlaw bɛ ka bonya, o bɛ kɛ sababu ye ka mikro fɛɛrɛ in kɛ fɛn ye min bɛ mɔgɔ ɲɛnajɛ ka taa a fɛ waati kɔnɔ.

• Musow ka musaka dɔgɔyali 80-95% : Ka 2B-paramɛtiri modɛli labɛn ka ɲɛ sankaba misali fitinin dɔ kan, o musaka bɛ dɔrɔmɛ 15 ni dɔrɔmɛ 50 cɛ kalo o kalo . API weleli minnu bɛ bɛn dancɛ modɛli ma baara hakɛ kelen na, olu bɛ se ka tɛmɛ nɔgɔya la $500 kan kalo o kalo.
• Latency under 200ms : Mikoro modɛliw bɛ jaabi milisekɔndi 50-200 kɔnɔ ni i y’a suma ni segin 1-5 ye sankaba jatigila modɛlibaw la . Ni kiliyanw ɲɛsinnen bɛ baarakɛminɛnw ma i n’a fɔ chatbots walima waati yɛrɛ ɲinini, o danfara in bɛ baarakɛlaw ka ko kɛlenw ɲɛfɔ.
• Dɔnniya dantigɛli ka kɛɲɛ ni a daminɛ ye : Ni modɛli bɛ baara kɛ i ka fɛnsɔrɔsiraw kan — walima i ka SaaS sigida sugandilen kɔnɔ — kiliyanw ka kunnafoniw tɛ bɔ i sigida la abada. Jagokɛlaw fɛ kɛnɛyako, sariyako, walima wariko baara la, nin tɛ fɛn ye min bɛ mɔgɔ ɲɛnajɛ; o ye sariya labatoli ye .
• Taamacogo minnu bɛ se ka fɔ ka ɲɛ : misali misɛnnin minnu labɛnna ka ɲɛ kunnafonidilan kɛrɛnkɛrɛnnenw kan , olu bɛ bɔli kɛ minnu bɛ bɛn ɲɔgɔn ma , minnu bɛ se ka segin-ka-bɔ. Farati t’a la ko AI bɛ barika sɔrɔ ka jaabi dɔ lawuli min tɛ fɛntigi ye walima ka politiki dɔ hakilijagabɔ kɛ min tɛ yen.
• Seko ni dɔnko min tɛ ɛntɛrinɛti kan : Edge-deployed micro models bɛ baara kɛ ni ɛntɛrinɛti tɛ , o bɛ kɛ sababu ye ka foro jɛkuluw , yɔrɔjan baarakɛlaw , ani mobili fɔlɔ jagokɛlaw dɛmɛ u ka se ka AI ka baarakɛminɛnw sɔrɔ yɔrɔ o yɔrɔ .

Nin nafa ninnu tɛ teori ye . Mɛlbourne dugu kɔnɔ, dugukoloko ɲɛnabɔli tɔn dɔ y’a jira k’u ye dɔ bɔ u ka lokatɛriw ka kumaɲɔgɔnya musakaw la ni 73% ye, u kɛlen kɔ ka bɔ AI chatbot la min bɛ baara kɛ ni fɛn bɛɛ ye, ka taa micro model la min kalanna dɔrɔn u ka jagokɛɲɔgɔnya bɛnkanw kan, u ka ladonni taabolo, ani Ɲininkaliw kunnafonidilanw kan. Modeli fitinin in tun bɛ lokatɛriw ka ɲininkaliw jaabi ka ɲɛ bawo a tun ka kan ka min dɔn, a tun bɛ o dɔrɔn de dɔn.

MicroGPT sariyakolow bɛ fanga di bi jagokɛyɔrɔw ma cogo min na

Jagokɛla ka porozɛ hakilitigiw ye MicroGPT hakilila don u kɔnɔ k’a sɔrɔ u ma a piblisite kɛ wajibi la . Sani u ka layidu ta ko "AI-powered everything", u bɛ hakililata jɔlenw don baarakɛcogo kelen-kelen bɛɛ kɔnɔ. CRM modulu bɛ baara kɛ ni danfaralan fitinin ye walasa ka ɲɛmɔgɔya jate. Fatura modulu dɔ bɛ baara kɛ ni misali-dɔncogo misali ye walasa ka anomaliw jira. Waatibolodacogo modulu dɔ bɛ baara kɛ ni optimisation algorithme nɔgɔman ye walasa ka jatebɔ bɛnbaliya dɔgɔya.

Nin fɛɛrɛ modulari in b’a jira cogo min na Mewayz bɛ baara kɛ a ka baarakɛla 138.000+ ye iziniw kɔnɔ. Sani u ka AI dɛmɛbaga kelen bila plateforme bɛɛ kan, Mewayz ka modulu 207 kelen-kelen bɛɛ bɛ otomatiki don a kɔnɔ min labɛnna ka kɛɲɛ n’a ka baara kɛrɛnkɛrɛnnen ye. Sarako modulu bɛ impositi jatew ni sariya labatoli faamuya. Jatebɔ sira bɛ lajɛ kɛyɔrɔw ɲɛnabɔ ka ɲɛ ka da tariku kɛcogo kan. CRM bɛ ɲɔgɔnyew tila a yɛrɛma ni kɛwale kunnafoniw ye. Module kelen si t’a ɲini ka kɛ fɛn bɛɛ ye — wa o balili de ye tigitigi min bɛ kɛ sababu ye ka sistɛmu kɛ dannayako ye.

ye

"Jagokɛlaw ka AI nata tɛ hakiliba kelen ye — a ye hakili mikoro kɛrɛnkɛrɛnnenw ka rezo ye, minnu kelen-kelen bɛɛ bɛ se ka domani kelen sɔrɔ. Baarakɛda minnu bɛ nin faamuya, olu bɛna baara kɛ ka tɛmɛ minnu bɛ makɔnɔni na hali bi AI majigin, fɛn bɛɛ kɛli la walasa k'u ka gɛlɛyaw bɛɛ ɲɛnabɔ siɲɛ kelen."

Nin fɛn dilanni sugandili in fana kɔrɔ ye ko jagokɛlaw bɛ se ka AI ta dɔɔni dɔɔni. Baarakɛla yɛrɛmahɔrɔn bɛ se ka daminɛ ni Mewayz ka link-in-bio baarakɛminɛn ye ani fatura modulu ye fu plan kan, o kɔfɛ, a bɛ CRM, analytics, ani HR modules baara dɔɔnin dɔɔnin n’u ka kulu bɛ ka bonya — u kelen-kelen bɛɛ bɛ na n’u yɛrɛ ka layer intelligent automation ye k’a sɔrɔ a ma kɛ ni wholesale platform migration walima AI strategy overhaul ye.

Diɲɛ lakika baarakɛcogo : yɔrɔ minnu na mikro modɛliw bɛ baara kɛ ka tɛmɛ jaba kan

Dalilu bɛ ka caya iziniw kɔnɔ . Jagokɛla minnu bɛ ɛntɛrinɛti kan, jagokɛlaw minnu bɛ baara kɛ ni fɛn dilannenw ladilikan misali misɛnninw ye minnu labɛnna ka ɲɛ u yɛrɛ ka katalogu kunnafoniw kan, olu b’a fɔ ko 22% ka digili hakɛ ka ca ni minnu bɛ baara kɛ ni APIw ye minnu bɛ ladilikan di jenɛriki. Kɛnɛyako siratigɛ la, dɔgɔtɔrɔso minnu bɛ baara kɛ ni mikro modɛliw ye walasa ka lajɛw kɛ ɲɔgɔn fɛ, olu ye dɔ bɔ mɔgɔ minnu ma na, olu hakɛ la ni 31% ye, u kɛtɔ ka banabagatɔw kofɔ minnu bɛ farati la, ani ka kɔn ka u kunbɛn. Baarakɛlaw ka baarakɛyɔrɔw la, sariyaso minnu bɛ baara kɛ ni sɛbɛnw danfaracogo misali jɛlenw ye, olu bɛ bɛnkansɛbɛnw baara teliya la siɲɛ 4 ka tɛmɛ minnu bɛ u jigi da sɛbɛnw AI kan minnu bɛ baara kɛ ni fɛn bɛɛ ye.

cogo bɛ bɛn ɲɔgɔn ma : ni modɛli tɛ diɲɛ dɔn kosɛbɛ nka a bɛ caman dɔn i ka jago la , a bɛ baara kɛ ka ɲɛ i ka jago baara la . Restoranɛ mago tɛ AI la min bɛ se ka poyi sɛbɛn ani ka jatebɔ gɛlɛyaw ɲɛnabɔ. A mago bɛ dɔ la min bɛ se ka tarata sufɛdumuni ɲinini fɔ ka da waati cogoya kan, sigida ko kɛlenw kan, ani tariku dakunw kan — wa misali miliyɔn 50 bɛ se k’o kɛ ni hakilitigiya ye.

Nin ​​kɛrɛnkɛrɛnnenya in fana bɛ dɔ bɔ faratiba la jago AI la : hakilijagabɔ . Micro model min kalanna i ka fɛn dilannenw ka gafe kɔnɔ, o tɛ se ka fɛn dɔ dabɔ min tɛ yen. Micro model min kalanna i ka HR politiki kan, o tɛ se ka nafa dɔ labɛn i tɛ min di. Dɔnniya dantigɛlen bɛ kɛ fɛn ye, a tɛ kɛ dan ye — wa jagokɛlaw fɛ, dannaya ni tiɲɛni tɛ se ka fɔ yɔrɔ minnu na, o nafa in de ye ko latigɛlen ye.

I ka MicroGPT fɛɛrɛ jɔli k' a sɔrɔ i ma kode sɛbɛn

Sira min bɛ se ka kɛ kosɛbɛ jagokɛla fanba bolo, o tɛ ka ladamu misaliw dege ka bɔ fɛn fɔlɔ la — o ye ka sigidaw sugandi minnu ye baara gɛlɛn kɛ kaban ka hakili kɛrɛnkɛrɛnnenw don baarakɛminɛnw kɔnɔ minnu bɛ se ka baara kɛ. Buil-versus-buy equation bɛ sanni de fɛ kosɛbɛ k’a sɔrɔ i ka baara koloma tɛ AI yiriwali ye.

A daminɛ ni i ka baarakɛcogo jateminɛ ye, baara minnu bɛ segin-ka-bɔ, minnu sinsinnen bɛ sariyaw kan, minnu bɛ hadamadenw ka lɛrɛw ta sisan: kunnafonidilanw, tugu-tugu-ɲɔgɔn kɔ, kunnafonidisɛbɛnw dilanni, waatibolodacogo, ani tila-tilacogo. Olu ye baarakɛcogo ye, micro-scale AI bɛ ROI teliya lase yɔrɔ minnu na. O kɔfɛ, aw bɛ plateformew jateminɛ ka da a kan n’u ka AI ye modulu ye tiɲɛ na — o kɔrɔ ye ko i bɛ se ka hakilitigiw baara yɔrɔ kelen na k’a sɔrɔ i ma datugu AI ka layidu bɛɛ walima foyi tɛ.

Platifɔmu minnu bɛ i n’a fɔ Mewayz, minnu bɛ tier di fu-forever ni se ka modulu kolomaw sɔrɔ minnu bɛ daminɛ $0/kalo la ani tiers premium minnu bɛ daminɛ $19 na ka se $49/kalo ma, olu b’a to jagokɛlaw bɛ se ka otomatiki hakilitigi kɔrɔbɔ sigidaw la minnu farati ka dɔgɔ sani u ka sɛgɛsɛgɛli kɛ. Ɲininkali jɔnjɔn min ka kan ka kɛ plateforme feerela bɛɛ la, o tɛ "AI b'i bolo wa?" — o ye "Yala i ka AI bɛ ne ka baarakɛcogo kɛrɛnkɛrɛnnen faamu wa, walima a ye layɛrɛ jenɛriki ye min sirilen bɛ sanfɛ wa?"

A kunba : hakili ka kan ka kɛ yebali ye

MicroGPT jɛkulu bɛ kalan dɔ kalan min bɛ taa ɲɛ kosɛbɛ ka tɛmɛ hakililata kan : fɛɛrɛ ɲuman bɛ tunun baarakɛcogo la . Baarakɛlaw man kan ka miiri modeli hakɛw la, paramɛtiri jatew la, walima inference musakaw la. U ka kan k’u ka jagokɛyɔrɔ da wuli, wa kow ka kan ka baara kɛ dɔrɔn — teliya la, hakili la, ani ka ɲɛ ka tɛmɛ kunun kan.

jagokɛyɔrɔ 138.000+ minnu bɛ Mewayz kan kaban , nin ye don o don ko ye . Faturaw bɛ darapo sɔrɔ sanni filiw ka se kliyanw ma. Leads bɛ score sɔrɔ sanni feerelikɛlaw ka dashboardw da wuli. Waati bolodalenw bɛ kɛ ka ɲɛ sani bɛnbaliya ka kɛ. O si t’a ɲini baarakɛla fɛ a ka MicroGPT kɔrɔ faamuya — wa o de ye a kun tigitigi ye. AI min ka fisa, o ye AI ye i man kan ka miiri min na abada.

Ni izini in bɛ ka t’a fɛ k’a ka wuli ka bɔ « se sɔrɔli modɛliba » la ka taa « se sɔrɔli modɛli hakɛ ɲuman na », jagokɛlaw minnu bɛ bɛn nin hakilina in ma joona, olu bɛna a ye ko u bɛ baara kɛ ka ɲɛ, ka sɔngɔ gɛlɛn, ani ka da u yɛrɛ la ka tɛmɛ ɲɔgɔndankɛlaw kan minnu bɛ AI ka hype cycle nɔfɛ hali bi. Micro revolution tɛ na — a bɛ yan kaban, a bɛ don baarakɛminɛnw kɔnɔ ni dususuma ye, jagokɛla hakilitigiw bɛ baara kɛ ni minnu ye don o don.

Ɲininkali minnu bɛ kɛ tuma caman na

MicroGPT ye mun ye tigitigi ?

MicroGPT bɛ tali kɛ AI misali misɛnninw labɛnni na, minnu kɛrɛnkɛrɛnnen don kosɛbɛ, minnu dabɔra baara kɛrɛnkɛrɛnnenw kama, minnu tɛ i n’a fɔ misali belebelebaw minnu bɛ kɛ fɛn bɛɛ ye i n’a fɔ GPT-4. O misali fitininw degecogo bɛ se ka tɛmɛ baara fitininw kan, i n’a fɔ kiliyanw dɛmɛni, kunnafoniw sɛgɛsɛgɛli, walima kɔnɔkow labɛnni. O sinsin in b’a to u bɛ baara kɛ ka ɲɛ, u bɛ se ka kɛ fɛn ye, wa u donli ka nɔgɔn jago baarakɛcogo la, k’a sɔrɔ musakabaw ni fɛɛrɛ belebelebaw ka gɛlɛya tɛ.

mun na AI modɛli fitininw ka fisa jagokɛlaw ma ?

Modèle misɛnninw i n’a fɔ MicroGPT bɛ nafa caman lase jagokɛlaw ma, kɛrɛnkɛrɛnnenya la SMBw. U bɛ teliya, u musaka ka dɔgɔ ka boli, wa u tɛ jatebɔ fanga dɔgɔya, o min bɛ baara musakaw dɔgɔya. U ka kɛrɛnkɛrɛnnenya la, o kɔrɔ ye ko tuma caman na, u bɛ baara kɛ ka ɲɛ u ka baara kɛrɛnkɛrɛnnenw na ni fili caman ye. Plateforme minnu bɛ i n’a fɔ Mewayz, n’a ka modulu 207 bɛ $19/mo, olu b’a jira cogo min na nin AI baarakɛminɛn sinsinnen ninnu kɛra fɛn ye min bɛ se ka sɔrɔ ani min bɛ se ka kɛ don o don jagokɛcogo la.

ne bɛ se ka MicroGPT modɛli dɔ don n ka sigida kɔrɔw kɔnɔ cogo di ?

A ka c'a la, jɛɲɔgɔnya bɛ kɛ cogo tilennen na. MicroGPT modɛli fanba bɛ dilan APIw fɛ walima i n’a fɔ modulu minnu jɔra ka kɔn, minnu dabɔra plateforme kɛrɛnkɛrɛnnenw kama. Misali la, i bɛ se ka baara kɛ ni baarakɛminɛn ye i n’a fɔ Mewayz walasa ka AI sekow fara i n’a fɔ dusukunnataw sɛgɛsɛgɛli walima jaabi otomatikiw ka ɲɛsin i ka CRM, dɛmɛnan, walima feereli baarakɛminɛnw ma k’a sɔrɔ i ma mago don AI dɔnnikɛlaw ka kulu la. Nin plug-and-play fɛɛrɛ in bɛ dɔ bɔ kosɛbɛ fɛɛrɛko gɛlɛya la doncogo la.

yala modɛli fitinin seko ka dɔgɔ ni modeli belebele ye i n' a fɔ GPT-4 ?

A kun laɲininen tɛ . Hali ni MicroGPT modɛli tɛna kɛ ni dɔnniyaba ye, min bɛ se ka kɛ fɛnba ye, a ka c’a la, a bɛ kɛ ka ɲɛ, wa a bɛ se ka da a kan, a jɔra baara kɛrɛnkɛrɛnnen min kama. Miiri k’a filɛ i n’a fɔ bololabaarakɛla ŋana ni jagokɛla ŋana. Jagokɛcogo laɲinitaw kama — yɔrɔ minnu na tiɲɛni, teliya ani musaka nafa ka bon ka tɛmɛ baro hakɛ kan — a ka c’a la, misali fitinin kɛrɛnkɛrɛnnen dɔ de ye sugandili ɲuman ye.