2021
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GPT Language Models
October 12, 2021Evolution of GPT language models from GPT-1 to GPT-3: architecture changes, zero/few-shot learning, and scaling effects.
2 min read ·nlp -
Unicode, Tokenization
October 12, 2021Basics of Unicode handling in Python and subword tokenization methods including BPE (Byte-Pair Encoding).
1 min read ·nlppython -
MRC
October 12, 2021Introduction to Machine Reading Comprehension covering dataset types, key challenges like coreference resolution and multi-hop reasoning, and evaluation metrics.
2 min read ·nlp -
Naver Boostcamp AI Tech 2nd - Week 10 Report
October 8, 2021Week 10 of Naver Boostcamp AI Tech with a retrospective on the Relation Extraction competition.
1 min read ·naver-boostcamp -
NVIDIA Driver
October 6, 2021Troubleshooting NVIDIA driver installation issues on Ubuntu, resolved by following the official NVIDIA documentation.
1 min read ·dev-tools -
Linux Server Sleep
October 3, 2021Troubleshooting and fixing unexpected auto-sleep shutdowns on a Linux server by disabling systemd sleep targets.
1 min read ·dev-tools