paper-summary language-modeling
Paper Summary: The Science of Detecting LLM-Generated Texts
28 Jul 2024 Summary of the 2023 article "The Science of Detecting LLM-Generated Texts" by Tang et al.
Paper Summary: Few-shot Fine-Tuning vs In-context Learning: a Fair Comparison and Evaluation
22 Jul 2024 Summary of the 2023 article "Few-shot Fine-Tuning vs In-context Learning: a Fair Comparison and Evaluation" by Mosbach et al.
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
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.
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.
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.
Read More ›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.
Read More ›paper-summary instruction-tuning language-models
Paper Summary: Constitutional AI
16 Nov 2023 Summary of the 2022 article "Constitutional AI" by Anthropic.
Pytest Examples: Handling Exceptions
18 Oct 2023 Examples on how to use Pytest to handle exceptions
Read More ›Troubleshooting Colima Start Problems
01 Oct 2023 Troubleshooting problems related to starting colima docker environments on a MacOS box.
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