Fine-tune and train models on an NVIDIA Tesla P40 (24 GB VRAM, Pascal architecture). Best for LoRA fine-tuning and small models. GPU servers are not orderable yet; contact us to be notified when they are.
$ pip install torch transformers datasets accelerate && python train.py
# उदाहरण संस्थापित कमांड
प्रशिक्षण एआई मॉडलों को समान गणना की आवश्यकता है कि जीयूपीएस. एक जीपीयू सर्वर आपको अपने स्वयं के प्रशिक्षण कार्य के लिए एक जीपीयूपीपीएल देता है.
एक टेसला P40 के साथ 24 GB वीरैम, अपने सर्वर पर पार कर गया और साझा नहीं.
पाइंट, टी सेंसरो, जेएएक्स या कोई भी ऐसा केंद्र जो अभी भी पास्कल जीपी का समर्थन करता है ।
डाटासेट बनाए रखें, सर्वर के एसडी भंडार पर जांच- पड़ताल तथा मॉडल फ़ाइलें.
प्रशिक्षण एनवायरनमेंट कॉन्फ़िगर करने के लिए पूरा रूट पहुँच.
AI Training can use an NVIDIA GPU to speed up its work. 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.
GPU servers are not available to order yet. Today you can run AI Training on a regular CPU plan, where it works far more slowly than on a GPU: SSH in and run pip install torch transformers datasets accelerate && python train.py.
AI Training के लिए VRAM की ज़रूरतें model और batch size पर निर्भर करती हैं; वर्तमान figures के लिए project documentation देखें।
Gupping प्रकाशित की जाएगी जब GUP सर्वर को आदेश दिया जा सकता है. हमें संपर्क करें जब आप ऐसा होता है.
Yes. Every VPS.org server comes with full root access, so you can run other tools alongside AI Training within the server's RAM and storage.
Every VPS.org server comes with full root SSH access, so you can install drivers, libraries and AI Training however you need.
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 Training needs yourself.
Yes. VPS.org servers are persistent virtual machines, not ephemeral instances: AI Training models, configs and data stay on the server's SSD storage until you delete them.
Keep working data on the server's SSD for fast access during AI Training runs, and copy finished artifacts (weights, generations, embeddings) to storage outside VPS.org; snapshots and backups stay on the same storage cluster.
You can upgrade any VPS.org server to a larger plan from the control panel; the resize restarts it and your AI Training install carries over. GPU servers are not available yet.
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.
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.
जीपिपी क्षमता सीमित है । हमें अपने काम के बारे में बताइए और हम विस्तार और प्रिसाइडिंगिंग के साथ जवाब देंगे.