E-na le li-images ka Stable Diffusion ka NVIDIA Tesla P40 (24 GB VRAM, Pascal architecture), ka ho sebelisa interface eo u e ratang. Li-server tsa GPU ha li ka rekisoa hona joale; ikopanye le rona ho tseba hore na li tla rekisoa neng.
$ git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git && cd stable-diffusion-webui && ./webui.sh
# Mohlala oa molaoli oa ho kenya
Stable Diffusion ke mofuta oa ho hlahisa litšoantšo o nang le mohloli o bulehileng. Ka seva ea hau ea GPU ha ho na litheko tsa setšoantšo kapa lipheo tsa boraro,'me u ka kenya mefuta e hlophisitsoeng le LoRAs.
Mohopolo o lekaneng bakeng sa SDXL ka 1024x1024 le LoRAs tse ngata. Pascal P40 e potlakile ho feta GPUs ea hona joale ka ho sebetsana le sena.
GPU e romelloa ho sebatli sa hau feela, ka hona mesebetsi ea hau ha e khutle ka morao ho barekisi ba bang.
Kopitsa sebaka sa ho hlahloba, LoRA kapa ho kenya.
Ea sebelisang API ea web UI ho etsa litšoantšo ho tloha li-application tsa hau.
Stable Diffusion e ka sebelisa NVIDIA GPU ho potlakisa mosebetsi oa eona. VPS.org GPU servers ha li fumanehe ho rekisoa; ikopanya le rona ho tseba ha li le teng. Stable Diffusion ke ho arolelana / ho theha litšoantšo. Tseba hore VRAM e na le li-resolution tse kholo, ControlNet add-ons, le li-pipelines tsa ho theha ka nako e le 'ngoe.
Li-server tsa GPU ha li fumanehe ho rekisoa. Kajeno u ka kenya Stable Diffusion ka qeto ea CPU e tloaelehileng, moo e sebetsang ka potlako ho feta GPU: SSH kahare'me u kenya git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git && cd stable-diffusion-webui && ./webui.sh.
VRAM e kopantsoeng ea ho arolelana litšoantšo e theha le ho hlaka le boholo ba batch. SDXL ho 1024x1024 e batla ho 10 GB ea VRAM; SD 1.5 ho 512x512 e loketse ho 4 GB.
The GPU priceing e tla phatlalatsoa ha li-server tsa GPU li ka rekisoa. Ikopanye le rona haeba u batla ho tseba ha e etsahala.
Ha ho joalo. Motsamaisi VPS.org o mong le o mong o na le ho kena ka ho feletseng ho root, ka hona o ka kenya lisebelisoa tse ling hammoho le Stable Diffusion ka RAM ea motsamaisi le polokelo.
Motsamaisi oa VPS.org o ka fumana ho kena ka SSH root, ka hona o ka kenya drivers, libs le Stable Diffusion leha o hloka.
Ha ho server e nang le CUDA runtime kapa NVIDIA driver e kentsoeng pele, le servers tsa GPU ha li fumanehe ho rekisoa. U kenya li-versions Stable Diffusion li hloka ho u sebeletsa.
Ha ho joalo. Li-server tsa VPS.org ke li-virtual machines tse tsoelang pele, eseng li-instantane tse sa feleng: li-models tsa Stable Diffusion, li-configurations le data li lula ho SSD storage ea server ho fihlela u li tlosa.
E boloka data e sebetsang ka SSD ea mosebeletsi bakeng sa ho kena ka potlako nakong ea Stable Diffusion e tsamaeang, le ho kopitsa artifacts e felile (mafura, li-generations, embeddings) ho boloka ka ntle ho VPS.org; snapshots le backups ba lula ka ho boloka cluster e tšoanang.
U ka ntlafatsa mosebedisi leha e le ofe oa VPS.org ho ea ka qeto e kholo ho tloha paneleng ea taolo; ho fetola boholo ho e qala hape'me ho kenya Stable Diffusion ho e nka. Mosebedisi oa GPU ha o fumanehe.
Ee. Backups ke ho lefa add-on (ka letsatsi + 30% ea theko ea qeto, e bolokiloe 7 letsatsi; beke le beke + 20%, e bolokiloe 28 letsatsi) le snapshots ke mahala, e leng molemo pele Stable Diffusion e telele e tsamaea. Bothata ba lula ka ho tšoanang ho boloka cluster joaloka server.
Ikopanye le ts'ehetso ka matsatsi a 30 a ho reka ho qala ho kopa ho khutlisa. Liserver tsa GPU ha li romelloe, ka hona ha ho na taelo ea GPU e amanang.
GPU e na le bokhoni bo fokolang. Re bolella ka boima ba mosebetsi oa hau'me re tla u araba ka ho fumaneha le theko.