configs/digital_data_etl_maxime_labonne.yaml

settings:
  docker:
    parent_image: 992382797823.dkr.ecr.eu-central-1.amazonaws.com/zenml-rlwlcs:latest
    skip_build: True
  orchestrator.sagemaker:
    synchronous: false
    
parameters:
  user_full_name: Maxime Labonne # [First Name(s)] [Last Name]
  links:
    # Personal Blog
    - https://mlabonne.github.io/blog/posts/2024-07-29_Finetune_Llama31.html
    - https://mlabonne.github.io/blog/posts/2024-07-15_The_Rise_of_Agentic_Data_Generation.html
    # Substack
    - https://maximelabonne.substack.com/p/uncensor-any-llm-with-abliteration-d30148b7d43e
    - https://maximelabonne.substack.com/p/create-mixtures-of-experts-with-mergekit-11b318c99562
    - https://maximelabonne.substack.com/p/merge-large-language-models-with-mergekit-2118fb392b54
    - https://maximelabonne.substack.com/p/fine-tune-a-mistral-7b-model-with-direct-preference-optimization-708042745aac
    - https://maximelabonne.substack.com/p/exllamav2-the-fastest-library-to-run-llms-32aeda294d26
    - https://maximelabonne.substack.com/p/quantize-llama-models-with-ggml-and-llama-cpp-3612dfbcc172
    - https://maximelabonne.substack.com/p/a-beginners-guide-to-llm-fine-tuning-4bae7d4da672
    - https://maximelabonne.substack.com/p/graph-convolutional-networks-introduction-to-gnns-24b3f60d6c95
    - https://maximelabonne.substack.com/p/4-bit-quantization-with-gptq-36b0f4f02c34
    - https://maximelabonne.substack.com/p/fine-tune-your-own-llama-2-model-in-a-colab-notebook-df9823a04a32
    - https://maximelabonne.substack.com/p/introduction-to-weight-quantization-2494701b9c0c
    - https://maximelabonne.substack.com/p/decoding-strategies-in-large-language-models-9733a8f70539
    - https://maximelabonne.substack.com/p/the-art-of-spending-optimizing-your-marketing-budget-with-nonlinear-optimization-6c8a39afb3c2
    - https://maximelabonne.substack.com/p/create-a-bot-to-find-diamonds-in-minecraft-d836606a993a
    - https://maximelabonne.substack.com/p/constraint-programming-67ac16fa0c81
    - https://maximelabonne.substack.com/p/how-to-design-the-most-powerful-graph-neural-network-3d18b07a6e66
    - https://maximelabonne.substack.com/p/introduction-to-graphsage-in-python-a9e7f9ecf9d7
    - https://maximelabonne.substack.com/p/graph-attention-networks-in-python-975736ac5c0c
    - https://maximelabonne.substack.com/p/integer-programming-vs-linear-programming-in-python-f1be5bb4e60e
    - https://maximelabonne.substack.com/p/introduction-to-linear-programming-in-python-9261e7eb44b
    - https://maximelabonne.substack.com/p/what-is-a-tensor-in-deep-learning-6dedd95d6507
    - https://maximelabonne.substack.com/p/efficiently-iterating-over-rows-in-a-pandas-dataframe-7dd5f9992c01
    - https://maximelabonne.substack.com/p/q-learning-for-beginners-2837b777741
    - https://maximelabonne.substack.com/p/how-to-start-machine-learning-for-developers-in-2022-390af12b193f