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JupyterLab ML/AI development environment management via Podman Quadlet. Supports multi-instance deployment, GPU accelera...
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...
Audio configuration for Bazzite. Virtual audio channels for Game/Voice/Browser/Music, 7.1 surround for headphones, Bluet...
Ollama LLM inference server management via Podman Quadlet. Single-instance design with GPU acceleration for running loca...
OpenAI compatibility layer for Ollama. Use the official OpenAI Python library to interact with Ollama, enabling easy mig...
QCOW2 virtual machine management using libvirt. Creates VMs from pre-built images downloaded from R2 CDN with cloud-init...
Aggregate management for all AI pod services. Provides status overview and bulk operations across all pod containers (ol...
Network configuration for Bazzite. iwd WiFi backend, Wake-on-LAN, and Tailscale VPN. Use when users need to configure ne...
GPU driver configuration for Bazzite. NVIDIA proprietary drivers, Optimus laptops, NVK (open-source NVIDIA), GPU switchi...