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paper-summary

Paper Summary: Few-show Fine-Tuning vs In-context Learning: a Fair Comparison and Evaluation

22 Jul 2024   Summary of the 2023 article "Few-show Fine-Tuning vs In-context Learning: a Fair Comparison and Evaluation" by Mosbach et al.

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paper-summary instruction-tuning language-modeling

Paper Summary: Multitask Prompted Training Enables Zero-Shot Task Generalization

31 Mar 2024   Summary of the 2021 article "Multitask Prompted Training Enables Zero-Shot Task Generalization" by Sahn et al. AKA the T0 (T-zero) article

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paper-summary

Paper Summary: Learning to summarize from human feedback

09 Mar 2024   Summary of the 2020 article "Learning to summarize from human feedback" by Stiennon et al.

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paper-summary instruction-tuning

Paper Summary: Zephyr: Direct Distillation of LM Alignment

02 Jan 2024   Summary of the 2023 article "Zephyr: Direct Distillation of LM Alignment" by Tunstall et al.

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ubuntu apt

Examples: Installing and Updating Packages with Apt

01 Jan 2024   Examples on how to use apt-get and dpkg to install, uninstall, and list packages on Ubuntu and similar systems.

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git

Git Examples: Reverting a File from a Branch

27 Dec 2023   Many ways to reset files to what they look like on other branches, both locally and on remotes.

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paper-summary instruction-tuning language-models

Paper Summary: Constitutional AI

16 Nov 2023   Summary of the 2022 article "Constitutional AI" by Anthropic.

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python pytest

Pytest Examples: Handling Exceptions

18 Oct 2023   Examples on how to use Pytest to handle exceptions

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docker colima macos

Troubleshooting Colima Start Problems

01 Oct 2023   Troubleshooting problems related to starting colima docker environments on a MacOS box.

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pyenv jupyter

Pyenv and Jupyter Notebook Integration

17 Aug 2023   Examples and reference on how to create and manage Kernels in Jupyter from a Pyenv environment.

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