It took a massive financial investment for the first large language models (LLMs) to be created. Did their corporate backers lock these tools away for all but the richest? No. They provided comodity priced API options for using them. Anyone can talk to Chat GPT or Bing. What if you want to go a step beyond that and do something programatic? Kyle explores your options in this episode.
Reproducing Deep Learning Models
What BERT is Not
SpanBERT
BERT is Shallow
BERT is Magic
Applied Data Science in Industry
Building the howto100m Video Corpus
BERT
Onnx
Catastrophic Forgetting
Transfer Learning
Facebook Bargaining Bots Invented a Language
Under Resourced Languages
Named Entity Recognition
The Death of a Language
Neural Turing Machines
Data Infrastructure in the Cloud
NCAA Predictions on Spark
The Transformer
Mapping Dialects with Twitter Data
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Zero-Shot
Fast Forward by Tomorrow Unlocked: Tech past, tech future
Lex Fridman Podcast
The Unbelivable Truth - Series 1 - 26 including specials and pilot