How do I install drivers for H100/H200 GPUs?

Cyfuture AI customers can install drivers for H100/H200 GPUs on Linux-based instances (most common for GPU clusters) by updating the system, installing the latest NVIDIA Data Center drivers via package managers like apt or dnf, and verifying with nvidia-smi. For Ubuntu servers on Cyfuture AI's GPU clusters: Run sudo apt update && sudo apt upgrade -y, then sudo apt install nvidia-driver-535 (or latest Data Center branch like 560+ for H100/H200), followed by sudo reboot. Windows installations use NVIDIA's .exe installer from their download page. Always use NVIDIA's official Data Center/Tesla drivers (branch 550+), not GeForce, and check compatibility with your CUDA version.?

Step-by-Step Installation Guide

Cyfuture AI's high-performance GPU clusters, powered by NVIDIA H100 and H200 GPUs, require specific Data Center drivers for optimal AI/ML workloads like model training and inference. These GPUs demand drivers from NVIDIA's enterprise branch (e.g., 560.35+ for H200 support), available via runfiles, RPMs, or distro packages.?

Prerequisites (All Systems):

• Ensure kernel headers match your kernel: sudo apt install linux-headers-$(uname -r) on Ubuntu/Debian.?
• Disable Nouveau drivers: Add blacklist nouveau to /etc/modprobe.d/blacklist.conf, run sudo update-initramfs -u, and reboot.?
• For Cyfuture AI cloud instances, access via SSH and confirm GPU visibility with lspci | grep NVIDIA.?

Linux Installation (Ubuntu 22.04/24.04 - Recommended for Cyfuture AI):

1. Update packages: sudo apt update && sudo apt full-upgrade -y.?
2. Install kernel extras if needed: sudo apt install linux-generic-hwe-22.04 for H100/H200 compatibility.?
3. Install drivers: Use sudo ubuntu-drivers install for auto-detection or specify sudo apt install nvidia-driver-560 nvidia-dkms-560 (adjust branch for latest).?
   • For RPM-based (RHEL/CentOS): Download local repo RPM from NVIDIA, then sudo rpm -i nvidia-driver-local-repo-*.rpm && sudo dnf install nvidia-driver:latest-dkms.?
4. Reboot: sudo reboot.?
5. Install CUDA if needed: sudo apt install cuda-toolkit-12-6 (match driver ≥560).?

Windows Installation (If Using Cyfuture AI Windows GPU Instances):

1. Download the latest Data Center driver from NVIDIA's site (select H100/H200, Windows).?
2. Run the .exe as administrator, choose Express Installation.?
3. Restart the system post-install.?

Verification:
Run nvidia-smi to confirm H100/H200 detection, driver version, and memory (e.g., 141GB HBM3e for H200). If issues arise, check logs with logs with dmesg | grep nvidia or ensure Secure Boot is handled via DKMS.? Cyfuture AI pre-configures many clusters, but custom installs follow NVIDIA's guide for datacenter stability.?

Cyfuture AI-Specific Tips:
On Cyfuture AI's H100/H200 GPU clusters, drivers are often pre-installed for seamless AI workloads. Contact [email protected]  for air-gapped or multi-GPU setups, and pair with NVIDIA Fabric Manager for cluster optimization. Avoid mixing driver branches with CUDA—use NVIDIA's compatibility matrix.?

Conclusion

Proper driver installation ensures Cyfuture AI users maximize H100/H200 performance for AI tasks, avoiding common pitfalls like kernel mismatches or Nouveau conflicts. Regular updates via NVIDIA's repository keep systems secure and feature-complete. For managed GPU as a Service, Cyfuture AI handles much of this—leverage their clusters for zero-install AI acceleration.?

Follow-up Questions & Answers

Q1: What if nvidia-smi fails after installation?
A: Check driver loading with lsmod | grep nvidia; reinstall DKMS package or purge old drivers (sudo apt purge nvidia*). Reboot and verify kernel modules.?

Q2: Do H100/H200 need special CUDA versions on Cyfuture AI?
A: Yes, driver ≥560 supports CUDA 12.4+; install matching toolkit post-driver. Cyfuture AI docs recommend cuda-toolkit-12-6 for LLM workloads.?

Q3: Can I install on Windows Server for Cyfuture AI VMs?
A: Yes, use NVIDIA's Data Center driver .exe; Express mode works best. Restart and test with Task Manager GPU tab.?

Q4: How to update drivers on running Cyfuture AI clusters?
A: sudo apt update && sudo apt upgrade nvidia-driver-*; reboot during maintenance. Use nvidia-smi for version checks.?

Q5: Are physical installs needed for Cyfuture AI GPUaaS?
A: No—cloud instances are virtualized; focus on software drivers. Cyfuture AI's H200 SXM servers come optimized.?