Erick Santana

Tag: academic

7 items with this tag.

  • Mar 06, 2026

    01 - CS25 Transformers United Series

    • llm
    • transformers
    • stanford-cs25
    • academic
    • deep-learning
    • course-guide
    • advanced
    • reference
  • Mar 06, 2026

    02 - Introduction to Transformers

    • llm
    • transformers
    • stanford-cs25
    • attention-mechanism
    • nanogpt
    • academic
    • advanced
    • reference
  • Mar 06, 2026

    03 - Overview of Transformers

    • llm
    • transformers
    • stanford-cs25
    • attention-mechanism
    • multi-head-attention
    • emergent-abilities
    • agents
    • academic
    • advanced
    • reference
  • Mar 06, 2026

    04 - Intuition on LMs

    • llm
    • transformers
    • stanford-cs25
    • emergent-abilities
    • scaling-laws
    • rlhf
    • academic
    • research
    • advanced
    • reference
  • Mar 06, 2026

    05 - From LSTMs to In‑Context Learning

    • llm
    • transformers
    • stanford-cs25
    • lstm
    • attention-mechanism
    • in-context-learning
    • positional-encoding
    • academic
    • advanced
    • reference
  • Mar 06, 2026

    06 - Open Language Models

    • llm
    • transformers
    • stanford-cs25
    • alignment
    • rlhf
    • dpo
    • open-source
    • academic
    • advanced
    • reference
  • Mar 06, 2026

    07 - Retrieval Augmented Language Models

    • llm
    • transformers
    • stanford-cs25
    • rag
    • retrieval
    • dense-retrieval
    • sparse-retrieval
    • multimodal
    • academic
    • advanced
    • reference

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