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ArmaanSethi/Finetuning-Large-Language-Models

Unlock the potential of finetuning Large Language Models (LLMs). Learn from industry expert, and discover when to apply finetuning, data preparation techniques, and how to effectively train and evaluate LLMs.

Finetuning Large Language Models

Notebooks for Finetuning Large Language Models by DeepLearning.AI

Unlock the potential of finetuning Large Language Models (LLMs). Learn from industry expert, and discover when to apply finetuning, data preparation techniques, and how to effectively train and evaluate LLMs.

Course Contents:

  1. Why finetune
  2. Where finetuning fits in
  3. Instruction finetuning
  4. Data preparation
  5. Training process
  6. Evaluation and iteration

Course: https://learn.deeplearning.ai/courses/finetuning-large-language-models

Certificate: https://learn.deeplearning.ai/accomplishments/3aaf02d4-3df2-41ba-ad2b-ec82f9a03b4c

Languages

Jupyter Notebook99.0%Python1.0%

Contributors

Created June 21, 2024
Updated November 29, 2024