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clementneo published a game 1 year ago
A downloadable game.
How do you make good explanations for what a neural network does? We provide a framework for analysing explanations of the behaviour of neural networks by looking at the hypothesis of how they would act on a set of given inputs. By trying t...
Yeutong published a project 1 year ago
A downloadable project.
Exploring the OthelloGPT model.
victorlf4 published a project 1 year ago
A downloadable project.
This is a modification of the “Trafo Mech Int playground” project (by Stefan Heimersheim and Jonathan Ng) to work on Othello-GPT instead of LLM. Maybe available in streamlit but might crash at some point due to memory limitations. Also...
StefanHex published a project 1 year ago
A downloadable project.
For comments / future updates find an online version of the report here: https://docs.google.com/document/d/13C1E7EwFfw1YPn1wt96U8TqSQn1nxnJgVjCAtVfl9XU/edit# Online-view of notebook: https://github.com/Stefan-Heimersheim/mechanistic_interp...
Apart Research published a game 1 year ago
A downloadable game.
OthelloScope: Visualization of Game-Playing Transformer MLPs Visit the Tool Website here Albert Garde Danish Technical University (DTU) Esben Kran Apart Research esben@kran.ai We introduce the OthelloScope (OS), a web app for easily and int...
kkittif published a project 1 year ago
A downloadable project.
We trained a simple Convolutional Neural Network on a poisoned version of the MNIST dataset. Some elements of the dataset include a watermark, for which the label has been modified. We describe the process for uncovering the path through th...
jhoogland published a project 1 year ago
A downloadable project.
Can we detect phase transitions purely from weights? ... No. Not yet. Summary Our aim was to develop tools that could detect phase transitions (parts of training in which the model quickly learns a particular subtask) purely from weights. W...