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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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