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  1. agents-03-workflow-comparison agents-03-workflow-comparison Public

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

    Python

  2. llm_patterns_openai llm_patterns_openai Public

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

    Python

  3. agents-01-foundation agents-01-foundation Public

    An LLM enhanced with tools and retrieval (no memory for now)

    Python

  4. agents-04-agent-loop agents-04-agent-loop Public

    Agent loop implementation using the Anthropic API

    Python

  5. minimoe minimoe Public

    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_patterns mi_02_vit_attention_patterns Public

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

    Python