Kugadzirisa uye kudzidzisa mamodheru paNVIDIA Tesla P40 (24 GB VRAM, Pascal architecture). Yakanaka kune LoRA kugadzirisa uye madiki mamodheru. GPU servers hazvigone kupihwa; taura nesu kuti uzive kana zvave kuwanikwa.
$ pip install torch transformers datasets accelerate && python train.py
# Mufananidzo wekuisa command
Kudzidzisa AI mamodheru anofanirwa kuve neparallel computing iyo GPUs inopa. GPU server inokupa imwe GPU yebasa rako rekudzidzisa.
One Tesla P40 ne24 GB VRAM, akaenda kuburikidza yako server uye kwete kugoverwa.
PyTorch, TensorFlow, JAX kana chero framework iyo ichiri kutsigira Pascal GPUs.
Tenga dataset, checkpoints uye model files pane server's SSD storage.
Full root access kuti uite gadziriso yezvirongwa zvebasa.
AI Training inogona kushandisa NVIDIA GPU kuti iite basa rayo. VPS.org GPU servers hazvina kuwanikwa kuti utore; taura nesu kuti uzive kana vachiri. AI Training inowanzo GPU-yakakwira basa. Ita shuwa kuti software yako ine CUDA rutsigiro uye kuti yako driver / runtime versions inosangana nezvinodiwa zvebasa re AI Training.
GPU servers hadzina kuwanikwa kuti utore. Nhasi unogona kuisa AI Training pane yakajairika CPU package, uko inoita basa rakakura kupfuura pane GPU: SSH in uye shandisa pip install torch transformers datasets accelerate && python train.py.
VRAM zvinodiwa AI Training kuenderana nemhando uye batch size; tarisa chirongwa ruzivo rwezvinoreva.
GPU mutengo achaburitswa kana GPU servers anogona kupihwa. Tibate kana iwe uchida kuziva kana ichiitika.
Yega. Every VPS.org server inouya nefull root access, saka unogona kutamba zvimwe zvinhu pamwe AI Training mukati server's RAM uye kuchengetera.
Every VPS.org server inouya nepfupi root SSH kuwanikwa, saka unogona kuisa madhiraivha, mabhuku uye AI Training asi iwe unofanirwa.
Hapana server inouya neCUDA runtime kana NVIDIA mutyairi akaiswa, uye GPU servers hazvina kuwanikwa kuti aite kusvika parizvino. Unogona kuisa zvinyorwa AI Training zvinoda iwe pachako.
VPS.org servers ndezvemapurojekiti akaomarara, kwete ephemeral instances: AI Training models, configs uye data inogara paSSD storage yeserver kusvika wabvisa.
Tenga data rekushandisa pane SSD ye server yekuwedzera kuwanikwa kwenguva pfupi panguva ye AI Training runs, uye kopa zvakapera zviwanikwa (zviyero, zvizvarwa, embeddings) kune yekuchengetera kunze kwe VPS.org; snapshots uye backups vanogara pamwechete kuchengetera cluster.
Unogona kusimudzira chero VPS.org server kune yakakura chirongwa kubva kudzora panel; resize rinotangazve uye yako AI Training kuiswa inotora pamusoro. GPU servers hazvina kuwanikwa kusvika parizvino.
Yeah. Backups ndivo akabhadhara add-on (zuva nezuva + 30% yemari chirongwa, akachengetwa 7 mazuva; zuva nezuva + 20%, akachengetwa 28 mazuva) uye snapshots vakasununguka, izvo zvinokosha pamberi AI Training mazuva. Both stay on the same storage cluster as the server.
Contact support within 30 days of your first purchase to request a refund. GPU servers are not sold yet, so no GPU order is involved.
GPU kugona kuri kuwanikwa chete. Tiudzai nezvebasa rako uye tichakuudza kuti ripi rinowanikwa uye ripi risiri.