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ai-safety-foundation
/
sparse_autoencoder
Sparse Autoencoder for Mechanistic Interpretability
https://ai-safety-foundation.github.io/sparse_autoencoder/
MIT License
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Add component dimension support to the metrics
#161
alan-cooney
closed
8 months ago
0
Make the activation store support multiple component dimensions
#160
alan-cooney
closed
8 months ago
0
Add component dimension support to the optimizer
#159
alan-cooney
closed
8 months ago
0
Change loss functions to support a components dimension
#158
alan-cooney
closed
8 months ago
0
Change reconstruction score to use change in means.
#157
HoagyC
closed
8 months ago
0
Smooth valid loss
#156
HoagyC
opened
8 months ago
0
Fix activation resampler normalization dimension
#155
alan-cooney
closed
8 months ago
0
Add pre-download sweep support
#154
alan-cooney
closed
8 months ago
0
Add wandb save
#153
alan-cooney
closed
8 months ago
0
Save checkpoints in a run-specific dir with config file.
#152
HoagyC
opened
9 months ago
3
Support text datasets with sweep
#151
alan-cooney
closed
9 months ago
0
Add multiprocessing support to datasets
#150
alan-cooney
closed
9 months ago
0
Update vscode settings for latest vscode release
#149
alan-cooney
closed
9 months ago
0
Improve pipeline test coverage
#148
alan-cooney
closed
9 months ago
0
Fix the pre-process demo dataset links
#147
alan-cooney
closed
9 months ago
0
Add more pipeline tests
#146
alan-cooney
closed
9 months ago
0
Add colab link for pre-processing datasets
#145
alan-cooney
closed
9 months ago
0
Fix the validation dataset size
#144
alan-cooney
closed
9 months ago
0
Add pre-processed and pre-downloaded datasets support
#143
alan-cooney
closed
9 months ago
0
Make the demo notebook more visible in the README
#142
ArthurConmy
closed
9 months ago
2
Fix the neuron resampler approach
#141
alan-cooney
closed
9 months ago
0
Should be a way to upload models automatically
#140
HoagyC
closed
8 months ago
3
Resampler interval fix
#139
HoagyC
closed
9 months ago
1
Demo some highly tuned runs
#138
alan-cooney
closed
8 months ago
0
Add optional components dimension to SAE model
#137
alan-cooney
closed
8 months ago
0
Add categorisation to all wandb metrics
#136
alan-cooney
closed
9 months ago
0
Add multiple neuron activity log thresholds
#135
alan-cooney
closed
9 months ago
0
Clean demo output
#134
alan-cooney
closed
9 months ago
0
Add wandb sweep helper
#133
alan-cooney
closed
9 months ago
0
Fix colab install
#132
alan-cooney
closed
9 months ago
0
Fix demo
#131
alan-cooney
closed
9 months ago
0
Move axis names to be used directly
#130
alan-cooney
closed
9 months ago
0
Default L2 loss to mean across features dimension
#129
alan-cooney
closed
9 months ago
0
Disable import auto completions
#128
alan-cooney
closed
9 months ago
0
FAQ docs
#127
bryce13950
opened
9 months ago
0
Remove deprecated extension
#126
alan-cooney
closed
9 months ago
0
Old mock dataset removal
#125
bryce13950
closed
9 months ago
0
Improve links in docs
#124
alan-cooney
closed
9 months ago
0
Unified resample merge
#123
HoagyC
closed
9 months ago
0
Add tests against Neel's implementation
#122
alan-cooney
closed
9 months ago
0
Fix the linear encoder's initialisation
#121
alan-cooney
closed
9 months ago
0
Fix loss reducer type signature
#120
alan-cooney
closed
9 months ago
0
Add toml extension to recommended extensions
#119
alan-cooney
closed
9 months ago
0
Add data generation pipeline tests
#118
alan-cooney
closed
9 months ago
0
Validation and Checkpoint Intervals
#117
efarrell1
closed
9 months ago
0
Remove tokenizers pin
#116
ArthurConmy
closed
9 months ago
0
Fix loss spikes by precise AdamW resetting
#115
HoagyC
closed
9 months ago
1
Add perplexity validation metric
#114
HoagyC
closed
8 months ago
0
Refactor pipeline and abstract pipeline to be a single class
#113
bryce13950
closed
9 months ago
0
Add a model reconstruction validation metric
#112
alan-cooney
closed
9 months ago
0
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