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    1. pirate-bunny-lorapirate-bunny-loraPublic

      LoRA fine-tune a small LLM to always speak like a pirate captain with a bunny crew. Qwen3-4B on Apple Silicon with MLX.

      Python

    2. agents-03-workflow-comparisonagents-03-workflow-comparisonPublic

      Benchmark harness comparing agentic workflow patterns on latency, cost, and quality

      Python

    3. llm_patterns_openaillm_patterns_openaiPublic

      Patterns for the responses API (openai) and for iterative validation of toy structured output

      Python

    4. agents-04-agent-loopagents-04-agent-loopPublic

      Agent loop implementation using the Anthropic API

      Python

    5. minimoeminimoePublic

      A minimal Mixture of Experts language model built from scratch in PyTorch. Demonstrates sparse routing, load balancing, and MoE mechanics at 20M parameters

      Python

    6. mi_02_vit_attention_patternsmi_02_vit_attention_patternsPublic

      How ViT attention patterns change when fine-tuned for galaxy classification

      Python