Jenv Examples on MacOS
07 Jul 2023 Examples on how to config multiple java versions on MacOS using jenv
Read More ›paper-summary instruction-following
Paper Summary: Fine-tuned Language models are Zero-Shot Learners
02 Jul 2023 Summary of the 2022 article "Fine-tuned Language models are Zero-Shot Learners" by Wei et al, aka the FLAN article.
Paper Summary: Cross-Task Generalization via Natural Language Crowdsourcing Instructions
25 Jun 2023 Summary of the 2022 article "Cross-Task Generalization via Natural Language Crowdsourcing Instructions" by Mishra et al.
Python 3 Regex: Named Capture Examples
25 Jun 2023 Examples on how to use named capture gropus in Python regular expressions.
Read More ›paper-summary instruction-following
Paper Summary: Direct Preference Optimization: Your Language Model is Secretly a Reward Model
23 Jun 2023 Summary of the 2023 article "Direct Preference Optimization: Your Language Model is Secretly a Reward Model" by Rafailov et al.
Pyenv Examples: Managing multiple Python versions and Virtualenvs
21 Jun 2023 Examples on how to use pyenv to handle Virtualenvs and python versions on Unix-like systems such as Ubuntu and MacOS.
Read More ›Paper Summary: Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling
18 Jun 2023 Summary of the 2023 article "Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling" by Biderman et al.
paper-summary language-modeling instruction-following
Paper Summary: LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention
04 Jun 2023 Summary of the 2023 article "LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention" by Zhang et al.
Paper Summary: LLaMA: Open and Efficient Foundation Language Models
04 Jun 2023 Summary of the 2023 article "LLaMA: Open and Efficient Foundation Language Models" by Touvron et al.
paper-summary language-modeling alignment
Paper Summary: Self-instruct: Aligning Language Models with Self-generated Instructions
03 Jun 2023 Summary of the 2022 article "Self-instruct: Aligning Language Models with Self-generated Instructions" by Wang et al.