Tech Resources
LLM models, training datasets, technical guides, and infrastructure references from the Blue Note Logic engineering team.
Technical Guides
Step-by-step deployment guides, fine-tuning workflows, and configuration references from the BNL engineering team.
Ollama Local Inference Setup Guide
Complete guide to deploying GGUF models locally with Ollama. Covers installation, model loading, API configuration, and performance optimization for production use.
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QLoRA Fine-Tuning Workflow
Blue Note Logic's documented workflow for fine-tuning language models with QLoRA 4-bit quantization. Covers dataset preparation, hyperparameter selection, training execution, and evaluation.
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GGUF Quantization Reference
Comprehensive comparison of GGUF quantization levels from Q2_K through Q8_0. File sizes, quality tradeoffs, VRAM requirements, and inference speed benchmarks.
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Claude Code CLI Developer Guide
Setup and advanced usage of Anthropic's Claude Code CLI for AI-assisted development workflows. Configuration tips and productivity patterns from the Gilligan.TECH development stack.
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