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ml engineering

Folder: research/active/ml-engineering

10 items under this folder.

  • Feb 07, 2026

    The Big Book of Generative AI

    • genai
    • llm
    • ml-engineering
    • databricks
    • imported-2026-02
    • external-reference
  • Feb 07, 2026

    The Big Book of MLOps (2nd Edition)

    • mlops
    • ml-engineering
    • databricks
    • imported-2026-02
    • external-reference
  • Feb 07, 2026

    A Compact Guide to Retrieval Augmented Generation (RAG)

    • rag
    • llm
    • vector-search
    • ml-engineering
    • imported-2026-02
    • external-reference
  • Feb 07, 2026

    Conditional Memory via Scalable Lookup: A New Axis of Sparsity for LLMs

    • conditional-memory
    • sparse-models
    • architecture
    • ml-engineering
    • imported-2026-02
    • external-reference
  • Feb 07, 2026

    DeepSeek-OCR: Context Optical Compression

    • research
    • ml-engineering
    • ocr
    • context-compression
    • vision-language
    • imported-2026-02
  • Feb 07, 2026

    Dr. Zero: Self-Evolving Search Agents without Training Data

    • self-evolution
    • search-agents
    • reinforcement-learning
    • ml-engineering
    • imported-2026-02
    • external-reference
  • Feb 07, 2026

    Learning to Organize Knowledge and Answer Questions with N-Gram Machines

    • knowledge-management
    • question-answering
    • n-gram
    • ml-engineering
    • imported-2026-02
    • external-reference
  • Feb 07, 2026

    A Compact Guide to Fine-Tuning and Building Custom LLMs

    • fine-tuning
    • pretraining
    • llm
    • ml-engineering
    • imported-2026-02
    • external-reference
  • Feb 07, 2026

    R-Zero: Self-Evolving Reasoning LLM from Zero Data

    • research
    • ml-engineering
    • self-evolution
    • reinforcement-learning
    • reasoning
    • imported-2026-02
  • Feb 07, 2026

    SimpleMem: Efficient Lifelong Memory for LLM Agents

    • research
    • ml-engineering
    • agent-memory
    • context-management
    • imported-2026-02

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