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Audio configuration for Bazzite. Virtual audio channels for Game/Voice/Browser/Music, 7.1 surround for headphones, Bluet...
LLM evaluation and prompt optimization with Evidently.ai. Covers text descriptors, dataset metrics, LLM-as-a-Judge patte...
Boot configuration for Bazzite OS. BIOS/UEFI access, GRUB menu settings, secure boot key enrollment, and Windows dual-bo...
Development: Unified build system for OS images, pods, VMs, and ISOs. Run from repository root with 'just build <subcomm...
Parameter-efficient fine-tuning with LoRA and Unsloth. Covers LoraConfig, target module selection, QLoRA for 4-bit train...
LangChain framework for LLM applications. Covers model wrappers (HuggingFace, Ollama), prompt templates, few-shot learni...
ComfyUI node-based Stable Diffusion interface. GPU-accelerated image generation with custom node support and CivitAI mod...
QCOW2 virtual machine management using libvirt. Creates VMs from pre-built images downloaded from R2 CDN with cloud-init...
GPU driver configuration for Bazzite. NVIDIA proprietary drivers, Optimus laptops, NVK (open-source NVIDIA), GPU switchi...
Network configuration for Bazzite. iwd WiFi backend, Wake-on-LAN, and Tailscale VPN. Use when users need to configure ne...
Aggregate management for all AI pod services. Provides status overview and bulk operations across all pod containers (ol...
JupyterLab ML/AI development environment management via Podman Quadlet. Supports multi-instance deployment, GPU accelera...