AMD MI60 GPU - Tools and Utilities

Scripts and resources for running AI workloads on AMD Instinct MI60 GPUs.

Documentation

Full documentation is available at cruver.ai/gpu-ai/

• Hardware Setup & Cooling - BIOS settings, fan control, 3D-printed shrouds
• vLLM Inference - Tensor parallelism, AWQ quantization, 70B models
• ComfyUI Setup - Stable Diffusion with ROCm
• Configuration Management - Dynamic switching between workloads
• Metrics & Monitoring - Prometheus, Grafana, temperature alerts

3D Printable Fan Shrouds

• Single GPU: Thingiverse
• Dual GPU: Thingiverse

Repository Contents

/hardware-setup/scripts/

Fan control scripts for temperature management:

• ml-fan-control.py - Data-driven fan controller with learned utilization→PWM curve
• mi60-fan.sh - Simple bash fallback
• install-ml-fan-control.sh - Systemd service installation
• benchmark_ollama.sh - Token generation benchmarking

/hardware-setup/images/

Photos of fan housing setups.

/lora-training/

Docker-based workflow for training LoRA adapters.

Hardware Specs

Spec	Value
Memory	32GB HBM2 per GPU
Architecture	gfx906 (Vega 20)
TDP	300W
Interface	PCIe Gen3

License

MIT License