TensorFlow ورک لوڈز کو مخصوص NVIDIA GPU ہارڈ ویئر کے ساتھ تیز کریں. ماڈلز کو تربیت دیں، پیشن گوئیوں کو سروس کریں، اور مکمل CUDA حمایت کے ساتھ ML پائپ لائنز بنائیں.
$ pip install tensorflow[and-cuda] # NVIDIA Tesla P40 (24GB) پر چل رہا ہے تیار. _
TensorFlow گوگل کا اوپن سورس مشين لرننگ فریم ورک ہے جو ML ماڈلز کو بنانا اور استعمال کرنا آسان بناتا ہے GPU VPS کے ساتھ آپ کو وقف ہارڈ ویئر ملتا ہے جس سے آپ وسائل کا اشتراک کرنے کے بغیر تربیت اور انفریکشن کو تیز کر سکتے ہیں
TensorFlow آپریشنز کے لیے مقامی CUDA سہولت. CPU سے 50x تیز.
GPU کے ساتھ اعلی سطح کے ماڈل تعمیر کے لئے مکمل Keras انٹیگریشن.
اپنے سرور پر TensorBoard کے ساتھ تربيت کا مو ینٹرو کريں
GPU پر TensorFlow سرونگ کے ساتھ پروڈکشن کے ليے ماڈل وں کو استعمال کريں
TensorFlow on a GPU VPS is a CUDA-accelerated deployment. TensorFlow is a training / fine-tuning workload. Plan for long-running jobs — snapshot your VPS regularly, and consider an external cold-storage backup for trained weights.
Deploy a GPU VPS with the NVIDIA Tesla P40, SSH in, and run pip install tensorflow[and-cuda]. Your TensorFlow environment is ready in minutes with full GPU acceleration.
Training VRAM is dominated by the optimizer state plus activations. Full fine-tuning of a 7B LLM needs ~24-48 GB; LoRA / QLoRA fits in 8-16 GB. Our Tesla P40 supports LoRA-class fine-tuning out of the box; full training of larger models requires multi-GPU.
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 TensorFlow.
Yes. Full root SSH on every GPU VPS — install drivers, swap CUDA versions, customize the environment for TensorFlow 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 TensorFlow workload.
Yes — your TensorFlow 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 TensorFlow 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 TensorFlow install carries over.
Yes. Automated daily backups are an add-on; manual snapshots are free. Useful for long TensorFlow training runs where you want a checkpointable server state.
Yes — 30-day money-back guarantee on every plan including GPU. Try TensorFlow on a GPU VPS risk-free.
منٹوں میں ایک وقف NVIDIA GPU سرور متعارف کرائیں. کوئی رزرویشن نہیں، کوئی بیلز کال نہیں.