Fractal LLMs

Syllabus: Fractal-U Course on LLMs

Overview and motivations for the Fractal-U LLM Course.

Lesson 1: A Python Environment for LLMs

Creating an Large Language Model (LLM) python environment with mamba and pip

Lesson 2: Blogging with nbdev

Making a personal blog with nbdev.

Lesson 3: HuggingFace NLP Models

Running powerful NLP models with the HuggingFace transformers library.

Lesson 4: Quantized LLMs with llama.cpp

Using llama.cpp to run a quantized Gemma model.

Lesson 5: Processing text documents for LLMs

Preparing text data for LLM applications.

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