AI Inference GPU Server - Low-Latency Model Serving

AI Inference lórí ààtò GPU VPS.org

Kò Fẹ̀

GPU náà tí a fi pamọ́ sí ààyè-iṣẹ́ rẹ̀, láti jẹ́ pé àwọn iṣẹ́ GPU tí awọn òǹlò mìíràn lò kò bá a mú.

Àwọn àgbègbè

Lo Ollama, llama.cpp, Triton tàbí API rẹ̀. Àwọn àwọn ààtò àwọn ààtò, bíi vLLM, ní àwọn GPÙ tó ń ṣẹ́ jú Pascal P40.

Ìṣàmúlò-ètò Rẹ́

Rọ́ọ̀nù àwọn sáà àwọn láti inú àwọn ààyè-iṣẹ́ rẹ̀ tí a bá jẹ́ pe GPU kan kò bá jẹ́.

24 GB VRAM

Fi módèlè kan pamọ́ nínú àwọn.

Àwọn Ààyè Lòjútó AI Inference

Àwọn ààyè-iṣẹ́ LLM API

Àwọn API ìṣàfarawé àwòrán

Àwọn iṣẹ́ ìsàlẹ̀-ilà

Àwọn API ìrísí-lẹ́tà kọ̀ǹpútà

Àwọn Ìjánu-ìṣàmúlò-ètò Àwọn Àṣẹ

Àwọn ìṣàfarawé àkókò

Àwọn Àtòjọ-ẹ̀yàn GPU

GPUNVIDIA Tesla P40

VRAM24 GB GDDR5

Àwọn àwọ̀ CUDA3,840

FP3212 TFLOPS

INT847 TOPS

Àwọn àwọn àmì-ìwé346 GB/s

Àwọn Ìṣàmúlò-ètòPascal (GP102)

Àwọn Ìjánu-ìṣàmúlò-ètòPCIe

Àwọn Àtòjọ-ẹ̀yàn

Kini AI Inference nípa GPU VPS kan?

AI Inference lè lò NVIDIA GPU láti mú iṣẹ́ rẹ̀ lọ́wọ́lọ́wọ́. Àwọn sáàbù GPU VPS.org kò wa nígbà tí a bá fẹ́; kọ́kọ́ wà láti gbọ́ nígbà tí a bá jẹ́. AI Inference ní iṣẹ́ àìṣàmúlò-ètò GPU-ìṣàmúlò-ètò. Fi àwọn àwọn ìṣàmúlò-ètò rẹ̀ pamọ́ sínú ìfaramọ́ CUDA, àti pé àwọn ìṣàmúlò-ètò àwọn ìṣàmúlò-ètò àwọn ìṣàmúlò-ètò rẹ̀ ní ìṣàmúlò-ètò àwọn ìṣàmúlò-ètò fun AI Inference.

Bawo ni mo ṣe le fi AI Inference pamọ́ lórí GPU VPS kan?

Àwọn sáà GPU kò wà láti fi àwọn àṣẹ pamọ́. Ní ọjọ́ yìí, o lè ráǹdá AI Inference lórí àwọn ààyè-iṣẹ́ CPU tí a tì ní, níbí tí o tí n ṣiṣẹ́ lárá jú GPU lọ: SSH nínù àti ráǹdá pip install vllm && vllm serve meta-llama/Llama-3-8B-Instruct.

Ìgbà wo nínú VRAM tí mò fẹ́ fún AI Inference?

VRAM needs for AI Inference depend on the model and batch size; check the project documentation for current figures.

Ìgbà wo nínú àwọn àwọn ààtò GPU fún AI Inference tí a fi kùnà?

Àwọn àwọn ìṣàmúlò-ètò GPU àwọn ìṣàmúlò-ètò GPU àwọn ìṣàmúlò-ètò GPU àwọn ìṣàmúlò-ètò GPU àwọn ìṣàmúlò-ètò GPU àwọn ìṣàmúlò-ètò GPU

Ń lè rọ́ọ̀nù àwọn àwọn ìrísí-lẹ́tà mìíràn nínú AI Inference?

Yes. Every VPS.org server comes with full root access, so you can run other tools alongside AI Inference within the server's RAM and storage.

Ń gbá ìṣẹ̀dà tòójútó nípa AI Inference GPU VPS?

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

Does VPS.org preinstall CUDA for AI Inference?

No. No server comes with a CUDA runtime or NVIDIA driver preinstalled, and GPU servers are not available to order yet. You install the versions AI Inference needs yourself.

Ń jẹ́ pé VPS GPU AI Inference mì tí n bọ́ nínú àwọn sáà?

Ya. Àwọn sáà VPS.org ní àwọn másí-lẹ́tà ìṣàfarawé, àti àwọn ààyè-iṣẹ́ àìdára: àwọn àwọn ààyè-iṣẹ́ AI Inference, àwọn ìṣàmúlò-ètò àti àwọn ààyè-iṣẹ́ tí wọ́n tí wa nínú àwọn ààyè-iṣẹ́ SSD sáà titi tí o fi pa wọn.

Njẹ́ mò yẹ́ ki mò fi àwọn ààyè pamọ́ fún iṣẹ́ mì AI Inference?

Keep working data on the server's SSD for fast access during AI Inference runs, and copy finished artifacts (weights, generations, embeddings) to storage outside VPS.org; snapshots and backups stay on the same storage cluster.

Ń lè fi AI Inference GPU VPS mì pọ̀ jú?

O lè yígbà ìṣàfarawé àwọn sáà VPS.org fún àwọn ààyè-iṣẹ́ tó ní ìṣàmúlò-ètò tòòjù láti inú pánẹ́ẹ̀lì ìṣakosó; ìṣàfarawé ìwọ̀n náà ń tún àwọn sáà AI Inference rẹ̀ ṣẹ̀dà. Sáà GPU kò wa níbẹ̀.

Àwọn ìpamọ́ àìpamọ́ tí wa fún VPS GPU mì?

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 Inference runs. Both stay on the same storage cluster as the server.

Ń lè gbá ẹ̀yàn?

Fi igbẹkẹle ranṣẹ ninú ọjọ́ 30 tí o tí ráwọ́lẹ̀ láti fi beere fun ìgbàgbọ́. Àwọn sáà GPU kò tí a ràwọ́lẹ̀, bẹ́ẹ̀ kò si àwọn àṣẹ GPU tí a tí wa nínú.

Àwọn Ìṣàfilọ́lẹ̀ GPU

Àwọn àwọn ààyè-iṣẹ́ tí a fi pamọ́

AI Inference lórí ààtò GPU VPS.org

Kò Fẹ̀

Àwọn àgbègbè

Ìṣàmúlò-ètò Rẹ́

24 GB VRAM

Àwọn Ààyè Lòjútó AI Inference

Àwọn Àtòjọ-ẹ̀yàn GPU

Àwọn Àtòjọ-ẹ̀yàn

Kini AI Inference nípa GPU VPS kan?

Bawo ni mo ṣe le fi AI Inference pamọ́ lórí GPU VPS kan?

Ìgbà wo nínú VRAM tí mò fẹ́ fún AI Inference?

Ìgbà wo nínú àwọn àwọn ààtò GPU fún AI Inference tí a fi kùnà?

Ń lè rọ́ọ̀nù àwọn àwọn ìrísí-lẹ́tà mìíràn nínú AI Inference?

Ń gbá ìṣẹ̀dà tòójútó nípa AI Inference GPU VPS?

Does VPS.org preinstall CUDA for AI Inference?

Ń jẹ́ pé VPS GPU AI Inference mì tí n bọ́ nínú àwọn sáà?

Njẹ́ mò yẹ́ ki mò fi àwọn ààyè pamọ́ fún iṣẹ́ mì AI Inference?

Ń lè fi AI Inference GPU VPS mì pọ̀ jú?

Àwọn ìpamọ́ àìpamọ́ tí wa fún VPS GPU mì?

Ń lè gbá ẹ̀yàn?

O fẹ́ láti mú AI Inference láti inú ààtò GPU?

Àwọn Ìṣàfilọ́lẹ̀ GPU

Àwọn àwọn ààyè-iṣẹ́ tí a fi pamọ́

AI Inference lórí ààtò GPU VPS.org

Kò Fẹ̀

Àwọn àgbègbè

Ìṣàmúlò-ètò Rẹ́

24 GB VRAM

Àwọn Ààyè Lòjútó AI Inference

Àwọn Àtòjọ-ẹ̀yàn GPU

Àwọn Àtòjọ-ẹ̀yàn

Kini AI Inference nípa GPU VPS kan?

Bawo ni mo ṣe le fi AI Inference pamọ́ lórí GPU VPS kan?

Ìgbà wo nínú VRAM tí mò fẹ́ fún AI Inference?

Ìgbà wo nínú àwọn àwọn ààtò GPU fún AI Inference tí a fi kùnà?

Ń lè rọ́ọ̀nù àwọn àwọn ìrísí-lẹ́tà mìíràn nínú AI Inference?

Ń gbá ìṣẹ̀dà tòójútó nípa AI Inference GPU VPS?

Does VPS.org preinstall CUDA for AI Inference?

Ń jẹ́ pé VPS GPU AI Inference mì tí n bọ́ nínú àwọn sáà?

Njẹ́ mò yẹ́ ki mò fi àwọn ààyè pamọ́ fún iṣẹ́ mì AI Inference?

Ń lè fi AI Inference GPU VPS mì pọ̀ jú?

Àwọn ìpamọ́ àìpamọ́ tí wa fún VPS GPU mì?

Ń lè gbá ẹ̀yàn?

O fẹ́ láti mú AI Inference láti inú ààtò GPU?

VPS GPU

VPS

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