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AI yekutanga inoshandura kune yakavhurika-sosi modhi kuti uteme mitengo

Rising API fees kubva kuOpenAI uye Anthropic vari kutyaira AI application yekutanga senge Harvey neAbridge kutora akavhurika-huremu modhi kuti vadzore kudzora mutengo uye kuchengetedza maringe pamberi pemaIPO makuru.

4 min readRead the linked source
Source-provided image accompanying AI startups shift to open-source models to cut costs
Source referenceKwakanyorwa
Muparidzi
eu.36kr.com
Source link
eu.36kr.comhttps://eu.36kr.com/en/p/3993902723201797
Source type
Yakabatanidzwa sosi - yekutanga-sosi mamiriro haasati asimbiswa.
ContextNzwisisa izvi mumasekonzi makumi matanhatu

Tanga pano

Matemu akakosha

API (Application Programming Interface)
Nzira yakarongeka yeimwe software system yekutumira zvikumbiro uye kugamuchira mhinduro kubva kune imwe system.
Open-Source Model
Modhi yakaburitswa ine huremu hweveruzhinji kana kodhi yekuongorora, kuchinjika, uye kushandiswazve.
Kugadziriswa kwakanaka
Kuenderera mberi nekudzidziswa padomeine-chaiyo data kugadzirisa iyo isati yadzidziswa modhi kune rimwe basa.
Zviedze iwe pachakoAI Models Inotsanangurwa Mibvunzo

Chii chaitika

Matangiro eAI ekutanga ari kuramba achitora akavhurika-huremu modhi kuti aderedze kukwira kwemitengo yeAPI kubva OpenAI uye Anthropic. Harvey, ari pamutemo AI unicorn, yakaona gross margin ichidzika kusvika -50% muna Chikumi nekuda kwekushandiswa kwakanyanya kweOpenAI's GPT-4. Mukupindura, Harvey akaburitsa modhi yekuzvimiririra inotsigirwa neMoonshot AI's Kimi K3, iyo yakadzoreredza miganho yakanaka. Mamwe makambani, anosanganisira Abridge, Decagon, uye Ramp, ari kugadzirawo kana kugadzirisa mamodheru avo, mamwe ari kutama anosvika 80% yetraffic kune ega masisitimu. Kuchinja uku kunofambiswa nemaitiro emitengo ane hukasha kubva kune vanopa modhi uye nekuvandudza kushanda kweakavhurika-sosi dzimwe nzira.

Harvey, yekutanga AI yepamutemo inokosha madhora bhiriyoni gumi nemashanu, yakasangana nekudonha kukuru kwemariji kubva pa50% kusvika -50% muna Chikumi nekuda kwemitengo yepamusoro yeAPI kubva OpenAI's GPT-4. Kuti agadzirise izvi, Harvey akaburitsa modhi yekuzvimiririra muna Nyamavhuvhu, inotsigirwa neMoonshot AI's Kimi K3, iyo inopa kuita padyo neAnthropic zvigadzirwa zvemhando yepamusoro pachidimbu chemutengo, kudzoreredza miganho yakanaka.

Maitiro ari kupararira mumaindasitiri akawanda. Abridge iri kuvaka modhi yekutanga yemamiriro ekiriniki achishandisa NVIDIA's open-source modhi, nepo Decagon ichiita 80% yezvikumbiro zvayo zvemubvunzo nemuenzaniso wayo wega. Mufintech, Ramp uye Rogo vari kuongorora kuzvidzidzisa, uye mumaturusi ekuronga, Cursor uye Cognition vakaburitsa mhando dzakagadzirirwa.

OpenAI uye Anthropic zvachinja pakuchaja vashandisi vebhizinesi yakawedzerwa pakushandisa modhi, kuranga yakakwira-vhoriyamu 'chiratidzo-chinowedzera' mapatani. Pamusoro pezvo, makambani ese ari maviri ari kutora tarenda mukutanga misimboti tracks uye kutangisa indasitiri-chaiwo plugins, kugadzira kukwikwidza kwakananga nevatengi vavo. Ngozi yekumisikidzwa kwekuwana, sekuonekwa neCursor mushure mekutorwa kwayo neSpaceX, inowedzera kukurudzira vanotanga kutsvaga rusununguko rwemhando.

Kunyangwe nekuchinja, mazhinji ekutanga haatarisire kusiya zvizere OpenAI uye Anthropic. Harvey achiri kuvimba neAnthropic's Claude Opus pamabasa akaomarara, zvichiratidza nzira yakasanganiswa yekushandisa. Zvinetso zvichiripo, zvinosanganisira mutengo wakakwira wematarenda einjiniya-yekugadzirisa zvakanaka, kudiwa kwedata revaridzi, uye yakakosha mari yezvivakwa pakutarisira akavhurika-huremu mamodheru.

Kwakabva mashoko: eu.36kr.com โ†—

Nei zvichikosha

Aya maitiro anoratidza shanduko muAI indasitiri yemitengo, sezvo makambani ekushandisa-layer achitsvaga kudzikisa kutsamira kune anodhura evaridzi APIs. Kune OpenAI uye Anthropic, iyo iri kugadzirira maIPO, kubuda kwevatengi vemabhizinesi kuvhura-huremu modhi kunogona kukanganisa hova dzavo dzekutanga dzemari. Danho iri rinoratidzawo kukura kuri kuita kweakavhurika-sosi modhi seimwe nzira inodhura, inogona kugadziridza mamiriro emakwikwi uye kumanikidza vanopa mamodhi kuti vagadzirise mitengo yavo uye nzira dzebhizinesi kuchengetedza vatengi vemabhizinesi.

Kugamuchirwa kweakavhurika-huremu modhi neayo makuru ekutanga eAI anomiririra chiyero chakakosha chekuchengetedza mari chinogona kushandura masimba emari eOpenAI uye Anthropic, kunyanya pavanenge vachigadzirira maIPO. Kuchinja uku kunogona kumanikidza vanopa mamodhi kuti vatarisezve maitiro avo emitengo uye zvinopihwa zvebhizinesi kuchengetedza kuvimbika kwevatengi.

Iko kunatsiridza kuita kweakavhurika-sosi modhi, seMoonshot AI's Kimi K3, iri kuvaita imwe inogoneka kune yevaridzi APIs kune akawanda ekushandisa kesi. Iyi budiriro inogona kukurumidzira demokrasi yeAI kugona uye kuderedza chipingamupinyi chekupinda kune zvitsva zveAI zvikumbiro, kusimudzira hunyanzvi muzvikamu zvakaita semutemo, hutano, uye mari.

Iwo maitiro anoratidzawo kukosha kuri kukura kwedata uye zvivakwa mukusimudzira kweAI. Startups inofanirwa kuisa mari mune yevaridzi data uye zviwanikwa zvekombuta kudzidzisa mamodheru anoshanda, ayo anogona kugadzira mikana mitsva yevanopa data uye makambani ehupfumi hwemakore vachiunza matambudziko kumafemu madiki ane mashoma zviwanikwa.

Interactive Mechanism

Interactive Mechanism: Iyo Inonyatsoshanda

Ongorora ari pasi tekinoroji kuseri kwekusimudzira uku uchipindirana.

Model Parameter Size:8B Parameters
VRAM Required5.5 GBGPU memory footprint
Target HardwareMacBook / Single GPUDeployment tier
Privacy100% Air-GappedLocal device capability
Core takeaway: Small, quantized models (3Bโ€“8B) now run directly inside smartphones and laptops with complete data privacy, while mammoth 400B+ models remain the domain of datacenter clusters.
Interactive Concept Check+10 Points
AI Models Explained Quiz

In AI, what are a model's "parameters"?

Zvekutarisa zvinotevera

Tarisa mafambisirwo emari eOpenAI neAnthropic sezvavanosvika kumaIPO avo, kunyanya chero shanduko mumitengo yeAPI kana nzira dzekuchengetedza bhizinesi. Tevedzera mwero wekugamuchirwa weakavhurika-huremu modhi pakati pekutanga kweAI application yekutanga uye kuvandudzwa kwemamodheru matsva ekuzvimiririra muzvikamu zvakaita sehutano, mari, uye masevhisi emutemo. Zvakare, tarisa kukanganiswa kwetarenda uye mutengo wezvivakwa pakugoneka kwemamodhi ekuzvidzidzisa ekutanga madiki.

Tarisa kune chero shanduko muOpenAI uye Anthropic's API yemitengo kana zvibvumirano zvebhizinesi mukupindura kuri kukura kutorwa kwemamodhi akavhurika huremu. Kugona kwavo kuchengetedza vatengi vemabhizinesi kuchave kwakakosha kune yavo IPO kukosha uye kusimba kwenguva refu.

Tarisa maitiro uye kutorwa kwemamodheru matsva ega ega kubva kune ekutanga seHarvey, Abridge, uye Decagon. Kubudirira munzvimbo idzi kunogona kusimbisa nzira yakavhurika-sosi uye kukurudzira kumwe kutama kubva kune varidzi APIs.

Tarisa kukanganiswa kwetarenda uye mutengo wezvivakwa pakugoneka kwemamodheru ekuzvidzidzisa. Kana zvipingamupinyi izvi zvikaramba zvakakwirira, madiki ekutanga anogona kuramba achivimba nemusanganiswa weakavhurika uye akavharika-sosi modhi, nepo mafemu makuru achigona kuzvipira zvizere kune ega mhinduro.

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