Danny Wood

@echostatements.bsky.social

151 Followers 293 Following

AI Research Scientist || PhD in machine learning || Ensembles, probabilistic machine learning, recurrent neural networks || https://echostatements.net

A Google query for "how many ps in the word poppy". The answer it returns is 2
A google search for the query 'How many times does the letter "i" appear in team'. The result shows Google's AI overview saying the letter "i" appears exactly once in team.
Image showing the transformation of the intro paragraph to the Hot Fuzz Wikipedia page into perfectly justified monospace text
The lego logo
The good year logo
The Michelin logo
The Dunlop logo
https://en.wikipedia.org/wiki/Infinite-dimensional_vector_function#Crinkled_arcs
The code for the attention mechanism in the `transformers` implementation of gpt_oss
Graph from start of thread repeated, showing effects of faster model and faster training
Graph showing training speed of classic vs faster training (~250 seconds vs ~150 seconds)
Image showing how paired samples can be offset by one in a batch to make unpaired samples
A diagram of a faster implementation of a Siamese network vs a standard one
A diagram of a standard Siamese neural network
A graph comparing faster model + faster training vs classic model + classic training, and the other two combinations. Faster Model/faster training shows a 2.5x speed up vs classic model/classic training