Hello, LLM! for 4th-Year FPL Students (2026/2027)
=================================================

`“Introduction to Neural Network” <https://nnov.hse.ru/ba/ling/courses/1163565652.html>`__
course at HSE University – Nizhny Novgorod.

**Teaching Staff:**

-  `Demidovskiy Aleksandr
   Vladimirovich <https://www.hse.ru/staff/demidovs>`__ — Course Lead
-  `Trutnev Aleksei Igorevich <https://t.me/aitrutnev>`__ —
   Instructor
-  `Sviridov Viacheslav Mikhailovich <https://t.me/VSvirTG>`__ —
   Instructor
-  `Kaizerova Anna Andreevna <https://t.me/kaizerova_a>`__ —
   Assistant


Laboratory Works
-----------------

1. `Laboratory work #7. Neural Language Model Inference and Evaluation <https://github.com/fipl-hse/2026-hello-llm/tree/main/lab_7_llm>`__

   * Milestone: **November 27**
   * Deadline: **December 18**

2. `Laboratory work #8. LLM Interpretation <https://github.com/fipl-hse/2026-hello-llm/tree/main/lab_8_sft>`__

   * Milestone: **TBA**
   * Deadline: **TBA**

3. `Laboratory work #9. Parameter-Efficient Fine-Tuning <https://github.com/fipl-hse/2026-hello-llm/tree/main/lab_9_lora>`__

   * Milestone: **TBA**
   * Deadline: **TBA**

Class Log
---------

Detailed notes and materials for all completed sessions are available
`here <https://fipl-hse.github.io/docs/llm_2026/lectures_content.html>`__.

Literature
----------

Basic Level
~~~~~~~~~~~~~~~

1. `HuggingFace LLM Course <https://huggingface.co/learn/llm-course/chapter1/1>`__.

Resources
---------

1. `Gradebook <https://docs.google.com/spreadsheets/d/1M4_lK1jHxvM57R9Wyr8xGs46UqMizBg4WBelITPqujU/edit?usp=sharing>`__
2. `Models and Datasets Spreadsheet <https://docs.google.com/spreadsheets/d/1pTPETVp6rFywmMyuGVvTOuVcUNyQTJodzo-GMTw0z7Y/edit?usp=sharing>`__
3. `Laboratory works submission and grading policy <https://fipl-hse.github.io/docs/useful_docs/handover_rules.html>`__
4. `Course Website <https://fipl-hse.github.io/docs/llm_2026/#>`__
5. `Getting Started & Environment Setup Guide <https://fipl-hse.github.io/docs/useful_docs/starting_guide.html>`__
6. `Running Tests Guide <https://fipl-hse.github.io/docs/useful_docs/tests.html>`__
7. `Running .py Scripts via Terminal Guide <https://fipl-hse.github.io/docs/useful_docs/run_in_terminal.html>`__
8. `Conflict resolution in VSCode Guide <https://fipl-hse.github.io/docs/useful_docs/conflicts_resolution.html>`__
9. `Frequently Asked Questions (FAQ) <https://fipl-hse.github.io/docs/useful_docs/FAQ.html>`__