queirozf.com

paper-summary llms

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.

Read More ›

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.

Read More ›

management

As a Manager: Is it Worthwhile? How Worthwhile?

28 May 2023   Some thoughts about the frame of mind you need to get into as you transition to a technical management role.

Read More ›

management

As a Manager: Stating the Obvious is Important

28 May 2023   Examples and an overview on why managers should state the obvious even when it may seem unnecessary.

Read More ›

management

As a Manager: Drive Growth by Asking Open-Ended Questions

22 May 2023   One of the ways you can foster growth in reports is to ask open-ended questions.

Read More ›

paper-summary language-models alignment

Paper Summary: Training language models to follow instructions with human feedback

05 Feb 2023   Summary of the 2022 article "Training language models to follow instructions with human feedback" by Ouyang et al. AKA the InstructGPT article

Read More ›

paper-summary language-models

Paper Summary: Language Models are Few-Shot Learners

01 Jan 2023   Summary of the 2020 article "Language Models are Few-Shot Learners" by Brown et al. AKA the GPT-3 Paper.

Read More ›

paper-summary language-models

Paper Summary: BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

01 Jan 2023   Summary of the 2018 article "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding" by Devlin et al.

Read More ›

paper-summary attention sequence-learning

Paper Summary: Long Short-Term Memory-Networks for Machine Reading

25 Dec 2022   Summary of the 2016 article "Long Short-Term Memory-Networks for Machine Reading" by Cheng et al. AKA the "Self-attention" article

Read More ›

management soft-skills

As a Manager: Tell Reports "Why" as Often as Possible

12 Dec 2022   Asking somebody to do something without fully telling them the underlying reasons saves time in the short run but prevents growth in the long run. As often as you can, tell people the why behind a given task or decision.

Read More ›