Digio
Ibikorwa remezo bya Digio

Ubwoko bwa AI & GPU

Koresha abakozi kuri moderi yimipaka icungwa uyumunsi - cyangwa gukodesha ubushobozi bwa GPU, koresha uburemere bwawe, hamwe ninzira ya Digio kugera kumpera yihariye kumurimo umwe.

Sobanura uko byakabaye: Claude, GPT, Gemini Guhitamo icyitegererezo GPU ikodesha & BYOM
Kurema umwanya Gahunda & ibimenyetso
Icyitegererezo

Moderi iboneka muri Digio uyumunsi

Shiraho icyitegererezo kidasanzwe kuri buri agent cyangwa kurenga kuri buri gikorwa. Imikoreshereze ihuriweho na Digio Tokens uhereye kuri gahunda yawe-isakoshi imwe yaba umukozi ahamagara Sonnet, GPT-4o, cyangwa Flash ya Gemini.

Sobanura uko byakabaye: Anthropic Claude

  • Claude Opus 4.7 Ibitekerezo byibendera, imiterere ndende, ubwubatsi ningamba zakazi.
  • Claude Opus 4.6 Ibihe byashize-Opus yo gusesengura neza, ireme-ryiza.
  • Claude Sonnet 4.6 Umushoferi wa buri munsi - code, kwandika, hamwe nintambwe nyinshi zintumwa.
  • Claude Sonnet 4.5 / 4 Umuvuduko wihuse wa Sonnet hamwe na cashe yihuse kumurimo ushyigikiwe.
  • Claude Haiku 4.5 Ibishushanyo bito-bitinze, gutondekanya, hamwe na subtask nyinshi.

Gufungura

  • GPT-5.5 / GPT-5.4 / GPT-5.2 Umuryango GPT-5 uheruka kubikorwa rusange hamwe nabakozi.
  • GPT-4.1 & GPT-4o Ikiganiro cyizewe cya multimodal no gukoresha ibikoresho kubakozi bakora.
  • GPT-4o mini Ibiciro-bikoresha inzira yincamake n'intambwe zoroheje.
  • o3 / o3-pro / o3-mini / o4-mini Gutekereza kubitekerezo byerekana imibare, igenamigambi, no kugenzura.
  • GPT-5.3 Codex & Codex mini Kubyara code, reaction, hamwe na repo-izi ubuhanga bwabakozi.

Sobanura uko byakabaye: Google Gemini

  • Gemini 2.5 Pro Ubushakashatsi burebire hamwe no gukuramo ibintu.
  • Gemini 2.5 Flash Ibikoresho byinshi-byinjira byintambwe hamwe nibiciro byerekana ibimenyetso.
  • Gemini 2.0 Flash Ultra-yihuta yihuta yo gusesengura, gushushanya, hamwe nakazi keza.

Fungura & inzobere APIs

  • DeepSeek Chat & Reasoner Agaciro gakomeye kubiganiro hamwe nuruhererekane-rwibitekerezo byimirimo.
  • Mistral Large Amahitamo yakiriwe nu Burayi kumatsinda yindimi nyinshi.
  • Llama 3.3 70B Gufungura-uburemere bw'icyitegererezo ukoresheje API-byombi hamwe na GPU yigenga.
  • Grok 3 Icyerekezo-nyacyo cyerekanwe kumakuru hamwe nabakozi bashinzwe gukurikirana imibereho.
  • Sonar Pro Shakisha-shingiye kubisubizo kubakozi bashinzwe ubushakashatsi.
  • Command R+ Ibikorwa bya RAG-biganira kuganira no kugarura akazi.

Model list and token economics evolve with provider releases. Your workspace shows live options when you assign a model to an agent; Digio Tokens debit from the same balance as in pricing.

Ikoreshwa

Uburyo abakozi bahitamo icyitegererezo

Umuhuzabikorwa arashobora gusaba Sonnet vs Opus vs moderi ya flash ihendutse ukurikije ubwoko bwimirimo. Abakoresha imbaraga bashiraho ubusanzwe kuruhare rwabakozi - ubushakashatsi kuri Sonnet, isubiramo ryanyuma kuri Opus, kuranga byinshi kuri Haiku cyangwa Gemini Flash.

  • Per agent — default model in agent settings; override in To do or chat when needed.

  • Metered fairly — input, output, and cached tokens map to Digio Token charges (see usage in your wallet).

  • Skills stay the same — tools and integrations work across models; only latency and cost profile change.

  • Plan limits — more agents and monthly Digio Tokens on higher tiers; top up anytime on the pricing page.

Ubukode bwa GPU

Gukodesha GPU hanyuma ukore moderi zawe bwite

Ukeneye guhuza neza, kugenzura ikirere, cyangwa kugereranya ibiciro? Ongeraho ubushobozi bwa GPU bwihariye kumurimo wawe wa Digio, shyiramo stack ya serivise ukunda, hamwe nabakozi berekana aho wiherereye.

Ingero zabigenewe

Isaha cyangwa buri kwezi GPU node (A100, H100, L40S icyiciro) yometse kumupangayi wawe - yitandukanije nabandi bakiriya.

Ibiro byawe

Kuramo umutekano, GGUF, cyangwa ukure mubyo wanditse; koresha Llama, Mistral, Qwen, hamwe nibisanzwe byiza.

Gukorera bisanzwe

vLLM, TGI, Ollama, cyangwa amashusho ya kontineri ukomeza-Abakozi ba Digio bita URL ya base-ihuza URL.

Orchestre imwe

Gukora, kuganira kumatsinda, ubuhanga, nubufatanye bidahindutse - gusa umwanzuro winyuma niwowe.

Imiyoboro ya Hybrid

Ohereza intambwe zoroshye kuri GPU yigenga kandi ukoreshe Claude cyangwa GPT mubushakashatsi rusange mubikorwa bimwe.

Igenzura ryumushinga

Urungano rwa VPC, static egress, igenzura ryubugenzuzi, hamwe nurutonde rwicyitegererezo cyamakipe yagenzuwe.

Zana icyitegererezo cyawe

Shiraho kandi uhuze icyitegererezo cyihariye

Ubusanzwe gushiraho kuva kuri zeru kugeza kubakozi bahamagara amaherezo yawe:

  1. Kubika GPU

    Hitamo VRAM, akarere, nigihe cyo hejuru (guturika vs burigihe-kuri). Ububiko bwubwato buremereye hamwe nurugero cyangwa butera indobo yawe.

  2. Kohereza ibirindiro

    Tangira ishusho ikorera cyangwa SSH muri, shyiramo abashoferi ba CUDA, kandi wikoreze ibirindiro. Igenzura ryubuzima ryemeza ko icyitegererezo cyiteguye.

  3. Iyandikishe

    Ongeraho URL shingiro, urufunguzo rwa API, hamwe nicyitegererezo id mumwanya wakazi. Digio yemeza ubukererwe nuburyo bwa token mbere yo kujya ahagaragara.

  4. Shinga abakozi

    Tora icyitegererezo cyawe bwite nkibisanzwe kubakozi batoranijwe; bayobowe na Claude / GPT moderi ikomeza kuboneka kuruhande.

Ubukode bwa GPU bwishyurwa butandukanye nabiyandikishije muri gahunda ya Digio. Twandikire kugirango utegure ubushobozi, SLAs, hamwe no kwimuka kuva cluster ihari.

Ibibazo

Icyitegererezo & GPU ibibazo

Guhitamo APIs ziyobowe na wenyine-yakiriye umwanzuro kuri Digio.

Nishyura kabiri-gahunda wongeyeho API?

Kwiyandikisha kwa Digio bikubiyemo ibikorwa remezo, abakozi, kandi birimo Digio Tokens. Gucunga icyitegererezo cyimikoreshereze yimyenda yerekana ibimenyetso byerekana ibyinjijwe / ibisohoka. Ubukode bwa GPU ninyongera kumashini ugenzura.

Abakozi batandukanye barashobora gukoresha moderi zitandukanye?

Yego - buri mukozi ashobora kugira ibyo asanzwe akora. Inshingano n'ibiganiro birashobora kurenga kumurongo umwe udahinduye isi yose.

Ni irihe tandukaniro riri hagati ya Sonnet na Opus?

Opus ikurikiranwe kubitekerezo bikomeye kandi birebire hamwe; Sonnet irihuta kandi ihendutse kubakozi ba buri munsi. Haiku na flash-class moderi nibyiza kubijyanye na subtasks.

Nshobora gukoresha moderi yanjye yonyine no guhagarika igicu APIs?

Ibikorwa bya Enterprises birashobora kugabanya abatanga icyitegererezo cyo hanze kandi bagahuza inzira zose za agent kugera kuri GPU yawe. Ubwoko bwa Hybrid nibisanzwe kumakipe menshi.

Ni ubuhe bunini bwa GPU burahari?

Amaturo aterwa nakarere nibisabwa - mubisanzwe 24-80 GB VRAM urwego rwa 7B - 70B rwicyitegererezo hamwe na GPU nyinshi kuri node nini. Dufasha ubunini bwa VRAM uhereye kubipimo byawe no kubara.

Ikoreshwa rya GPU ryigenga riracyarya Digio Tokens?

Orchestre (abakozi, imirimo, ububiko) iguma kuri gahunda yawe. Umwanzuro kuri GPU yawe yishyurwa nkigihe cya GPU; urashobora guhitamo metero token-imikoreshereze ikoreshwa imbere.

Shakisha Digio

Shira icyitegererezo kumurimo

Intumwa, imirimo, hamwe nubuhanga - umwanya wakazi ukikije icyitegererezo wahisemo.

Hitamo icyitegererezo cyacunzwe cyangwa uzane GPU yawe

Tangira kuri Claude na GPT uyumunsi, hanyuma ongeraho GPU yihariye mugihe witeguye kwakira uburemere bwihariye - abakozi bamwe, imirimo imwe, umwanzuro wawe.

Tangira Gereranya gahunda