Local LLM installation

The deployment of large-language-models on local hardware to ensure privacy and enable agentic-ai workflows through Tool Use.

Core Technologies

• Inference Engines: ollama, llamacpp, lm-studio, vLLM.
• Quantization Formats: GGUF, AWQ, EXL2 for optimizing vram usage.
• Capabilities: agentic-ai, Function Calling, Tool Use.

Recent Developments

• Qwen3-Coder-Flash Implementation:
  • Specialized focus on agentic-ai and Tool Use capabilities.
  • Comprehensive installation and testing guide by Fahd Mirza: Video Link
  • Covers full workflow from environment setup to advanced functional demonstration.
  • Source: 2026 04 14 New Qwen agentic local llm