Yi daidaitacce da kuma yi motsi da siffofin kan NVIDIA Tesla P40 (24 GB VRAM, Pascal architecture). Mafi kyau ga LoRA daidaitacce da kuma siffofin ƙan. GPU masu saukarwa ba su da iyaka; tuntuɓi mu don a sanar da mu idan sun kasance.
$ pip install torch transformers datasets accelerate && python train.py
# Umarnin shigar da misali
Koyon siffofin AI yana buƙatar ƙididdiga masu yawa da GPUs ke bayarwa. Mai kula da koyon GPU yana ba ka kayan aiki na NVIDIA don koyon siffofi ba tare da yaƙin neman albarkatu ba.
Wani Tesla P40 guda tare da 24 GB VRAM, an wuce ta zuwa mai ba da sabis ɗinka kuma ba a raba shi ba.
PyTorch, TensorFlow, JAX ko wani tsari da ke goyon bayan Pascal GPUs.
Ka riƙe ƙungiyoyin bayanai, wuraren kula da fayilolin siffa a kan ajiyar SSD na mai ba da sabis.
Cikakken damar root don daidaita yanayin koyon aiki.
AI Training zai iya amfani da NVIDIA GPU don saurin aiki. VPS.org GPU servers are not available to order yet; contact us to hear when they are. AI Training is a general GPU-accelerated workload. Make sure your software has CUDA support and that your driver / runtime versions match the workload requirements for AI Training.
An kasa samun masu ba da sabis na GPU don a umarce su. A yau zaka iya tafiyar da AI Training 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 torch transformers datasets accelerate && python train.py.
Buƙatun VRAM ga AI Training suna dogara kan nau'in da girman ƙungiya; duba takardun aikin shirin domin ƙididdiga na yanzu.
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.
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 AI Training cikin RAM da ajiyar mai ba da sabis.
Every VPS.org server comes with full root SSH access, so you can install drivers, libraries and AI Training however you need.
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 AI Training ke bukata kai tsaye.
Ya. VPS.org servers are persistent virtual machines, not ephemeral instances: AI Training models, configurations and data stay on the server's SSD storage until you delete them.
Ka riƙe bayanan aiki a kan SSD na mai ba da sabis domin samun damar sauri yayin da ake tafiyar da AI Training, 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.
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 AI Training za ta yi ta. Masarautar GPU ba ta da sauki ba har yanzu.
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 AI Training runs. Both stay on the same storage cluster as the server.
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.
GPU na da iyakacin ƙarfin aiki. Ka gaya mana game da nauyin aikinka kuma za mu amsa da damar da farashin.