Da zarar an gama: NVIDIA Tesla P40, 24 GB VRAM

Mai Gudanar da GPU na Whisper

Yi waƙa da sauti da bidiyo tare da OpenAI Whisper akan NVIDIA Tesla P40 (24 GB VRAM, Pascal architecture), tare da sauti da aka riƙe a kan mai ba da sabis ɗinka. Mai ba da sabis ɗin GPU ba a iya umarninsu ba; tuntuɓi mu don a sanar da mu idan sun kasance.

$ pip install openai-whisper && whisper audio.mp3 --model large-v3 --device cuda
# Umarnin shigar da misali

Mece ce {nama} a kan wani GPU VPS?

OpenAI Whisper wani nau'in gane magana ne mai ma'ana. Shigar da shi akan GPU yana da sauri fiye da kan CPU kuma yana riƙe sautinka a kan mai ba da sabis ɗinka.

Whisper akan mai ba da sabis na GPU na VPS.org

10-50x Mafi sauri

Whisper yana tafiya da sauri sosai akan GPU fiye da CPU.

99 Languages

Whisper yana canzawa da fassara magana a cikin harsuna 99.

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Sauti ba zai fice daga mai ba da sabis ɗinka ba. Tsarin sirri na bayanai ya cika.

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Yi aiki ta hanyar littattafan sauti masu girma cikin kwaskwarima.

{nama} Kasuwanci Masu Sauƙaƙe

Podcast transcription
@ action
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Analyzer
Matsayin Aiki
APIs na magana zuwa rubutu

Bayanin GPU

GPUNVIDIA Tesla P40
VRAM24 GB GDDR5
@ action3,840
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KCharselect unicode block name47 TOPS
KWrite346 GB/s
KCharselect unicode block namePascal (GP102)
QShortcutBare-metal PCIe

Tambayoyi da ake yi da yawa

Me ya ke da Whisper a kan GPU VPS?

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Whisper na iya amfani da NVIDIA GPU don kara sauri a aikinsa. VPS.org GPU servers ba su da sauki don a umarce su ba; tuntuɓi mu don jin lokacin da za su kasance. Whisper na da nauyi na aiki na sauti/ magana. CPU-side I/O yana da muhimmanci kamar yadda GPU ke lissafa, don haka tabbatar da cewa gudun karantawa na diski na da alaƙa da aiwatar da bangare.

Ta yaya zan saita Whisper a kan GPU VPS?

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An kasa samun masu ba da sabis na GPU don a umarce su. A yau zaka iya tafiyar da Whisper akan wani shirin CPU na yau da kullum, inda zai yi aiki da sauri fiye da a kan GPU: SSH cikin kuma ka yi tafiyar da pip install openai-whisper && whisper audio.mp3 --model large-v3 --device cuda.

Menene yawan VRAM da nake bukata ga Whisper?

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Whisper Large yana da ~10 GB na VRAM; TTS models suna buƙatar 2-8 GB. 24 GB Tesla P40 ɗinmu yana da babban wuri don canza rubutun baƙi ko kuma TTS na parallel.

Menene farashin wani mai ba da sabis na GPU ga Whisper?

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Za'a wallafa farashin GPU idan za'a iya umarnin masu ba da sabis na GPU. Ka tuntuɓi mu idan kana so ka ji lokacin da wannan ya faru.

Shin zan iya tafiyar da wasu kayan aiki tare da Whisper?

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Yanzu, duk mai ba da sabis na VPS.org yana da damar shiga mai amfani da shi, don haka zaka iya tafiyar da wasu kayan aiki tare da Whisper cikin RAM da ajiyar mai ba da sabis.

Shin zan samu cikakkiyar ƙanƙara a kan Whisper GPU VPS?

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Every VPS.org server comes with full root SSH access, so you can install drivers, libraries and Whisper however you need.

Shin VPS.org zai yi shigarwa na farko na CUDA ga Whisper?

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Ba. Babu mai ba da sabis da ya zo da wani CUDA runtime ko NVIDIA mai sarrafa da aka shigar da shi a gaba, kuma masu ba da sabis na GPU ba su da sauki a umarce su ba har yanzu. Za ka iya shigar da sifofin da Whisper ke bukata kai tsaye.

Shin VPS na Whisper GPU na ci gaba tsakanin zaman shawara?

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Ya. VPS.org servers are persistent virtual machines, not ephemeral instances: Whisper models, configurations and data stay on the server's SSD storage until you delete them.

Ina zan adana bayanai na kan Whisper na aiki?

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Ka riƙe bayanan aiki a kan SSD na mai ba da sabis domin samun damar sauri yayin da ake tafiyar da Whisper, kuma ka kwafe artifacts da aka gama (matsaloli, shekaru, embeddings) zuwa ajiyar waje VPS.org; snapshots da backups suna zama a kan ƙungiya mai ajiyar guda.

Shin zan iya daidaita Whisper GPU VPS na nan gaba?

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Za ka iya canza kowace masarauta VPS.org zuwa wani shirin da ya fi girma daga fanel na kulawa; sake girman zai sake fara shi kuma shigarwarka ta Whisper za ta yi ta. Masarautar GPU ba ta da sauki ba har yanzu.

Shin akwai madadin ga GPU na VPS?

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Yes. Backups are a paid add-on (daily +30% of the plan price, kept 7 days; weekly +20%, kept 28 days) and snapshots are free, which is useful before long Whisper runs. Both stay on the same storage cluster as the server.

Shin, zan iya samun wani sakamako?

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Ka tuntubi goyon baya cikin kwanaki 30 na farkon siyarka don neman dawo da kuɗi. Ba a sayar da masu watsa shirye-shiryen GPU ba har yanzu, don haka babu umarnin GPU da aka haɗa.

Shin kana so ka bi Whisper a kan mai ba da sabis na GPU?

GPU na da iyakacin ƙarfin aiki. Ka gaya mana game da nauyin aikinka kuma za mu amsa da damar da farashin.