បណ្តុះបណ្តាលម៉ូដែលរៀនជ្រៅជាមួយផ្នែករឹង NVIDIA GPU ដែលបានឧទ្ទិស។ ពី LLMs កែលម្អទៅបណ្តុះបណ្តាលម៉ូដែលភ្នែកកុំព្យូទ័រពីដើម។
$ pip install torch transformers datasets accelerate && python train.py # រត់នៅលើ NVIDIA Tesla P40 (24GB) រួចរាល់ & # 160; ។ _
ការបណ្តុះបណ្តាលម៉ូដែល AI ត្រូវការការគណនាប៉ារ៉ាឡែលដ៏ធំដែល GPUs ផ្ដល់ជូន ។ ម៉ាស៊ីនបម្រើបណ្តុះបណ្តាល GPU ផ្តល់ឱ្យអ្នកនូវផ្នែករឹង NVIDIA ដែលបានបម្រុងទុកដើម្បីបណ្តុះបណ្តាលម៉ូដែលដោយមិនប្រកួតប្រជែងសម្រាប់ធនធាន ។
ពេញលេញ Tesla P40 GPU ជាមួយ 24GB VRAM ។ គ្មានធនធានដែលបានចែករំលែកឬ throttled ។
PyTorch, TensorFlow, JAX ឬគ្រោងការណ៍ដែលឆបគ្នាជាមួយ CUDA ណាមួយ ។
ការផ្ទុក SSD សម្រាប់សំណុំទិន្នន័យ ចំណុចត្រួតពិនិត្យ និងវត្ថុម៉ូដែល ។
ការចូលដំណើរការ root ពេញលេញ & # 160; ។ កំណត់រចនាសម្ព័ន្ធបរិស្ថានហ្វឹកហាត់របស់អ្នកយ៉ាងត្រឹមត្រូវតាមដែលអ្នកត្រូវការ & # 160; ។
AI Training on a GPU VPS is a CUDA-accelerated deployment. 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.
Deploy a GPU VPS with the NVIDIA Tesla P40, SSH in, and run pip install torch transformers datasets accelerate && python train.py. Your AI Training environment is ready in minutes with full GPU acceleration.
Our GPU VPS ships with 24 GB GDDR5X VRAM on the NVIDIA Tesla P40, which is sufficient for most AI Training workloads. Multi-GPU configurations are available on request.
GPU VPS plans are billed monthly with no lock-in contracts and can be cancelled anytime. Contact us for current GPU pricing tiers.
Yes — you have full root on the GPU VPS. Run whatever fits inside the 24 GB VRAM and the available RAM / storage budget alongside AI Training.
Yes. Full root SSH on every GPU VPS — install drivers, swap CUDA versions, customize the environment for AI Training however you need.
GPU VPSs ship with a recent CUDA runtime and the matching NVIDIA driver pre-installed. You can pin or upgrade CUDA versions as required by your AI Training workload.
Yes — your AI Training GPU VPS is a long-running persistent server, not an ephemeral instance. Models, configs, and data stay on the SSD between sessions.
Keep working data on the VPS SSD for fast access during AI Training runs; back up finished artifacts (weights, generations, embeddings) off-server via snapshots or object storage for safety.
Yes — plan upgrades are instant from your control panel; the GPU itself can be swapped to a larger tier on request. Your AI Training install carries over.
Yes. Automated daily backups are an add-on; manual snapshots are free. Useful for long AI Training training runs where you want a checkpointable server state.
Yes — 30-day money-back guarantee on every plan including GPU. Try AI Training on a GPU VPS risk-free.
ដំឡើងម៉ាស៊ីនបម្រើ NVIDIA GPU ដែលបានបម្រុងទុកក្នុងរយៈពេលប៉ុន្មាននាទីប៉ុណ្ណោះ។ គ្មានការកក់ទុកមុន គ្មានការហៅលក់ឡើយ។