Sae-lens

Fix

* fix: update neuronpedia yaml entries ([`465c958`](https://github.com/jbloomAus/SAELens/commit/465c958e88b5be7578faafd1eb4e72c05da9fafc))

Unknown

* Merge pull request 383 from jbloomAus/np_yaml

fix: update neuronpedia yaml entries ([`93b3dd2`](https://github.com/jbloomAus/SAELens/commit/93b3dd28e86d44c00b2a4db04745a472a4911c4d))

Fix

* fix: remove typeguard dependency (380) ([`c555d9b`](https://github.com/jbloomAus/SAELens/commit/c555d9b4b3089bc2d0c4eecafa5e9df20f55ab50))

Feature

* feat: Topk SAE training (370)

* feat: topk training

* adding tests

* adding docs for training topk saes

* fixing typing

* more tests

* adding topk to hidden pre test

* changes from CR

* temporarily adding typeguard so tests will pass ([`aa8f42b`](https://github.com/jbloomAus/SAELens/commit/aa8f42bf06d9c68bb890f4881af0aac916ecd17c))

Chore

* chore: adding test that all config params pass to sae (379) ([`2a43b68`](https://github.com/jbloomAus/SAELens/commit/2a43b68fc7b7cd7f08dd3dc65d672992f7396eb1))

Fix

* fix: Force build for the pretrained_saes.yaml update ([`8752dcc`](https://github.com/jbloomAus/SAELens/commit/8752dcc6b5b5de69b8b7f328073b24d20009bb94))

Unknown

* Merge pull request 378 from jbloomAus/add-new-saebench-saes

Added new SAEBench gemma 2 2b SAEs ([`637b27b`](https://github.com/jbloomAus/SAELens/commit/637b27b3c1b8c8cb84bbed45ef77ab74784c2c05))

* reformat ([`6940c9b`](https://github.com/jbloomAus/SAELens/commit/6940c9bc29703e8778b01700931efc8ce9c25518))

* Fixed tests ([`5cddabd`](https://github.com/jbloomAus/SAELens/commit/5cddabddfb6c980285e6f189ca2ee5da18220936))

* corrected issues ([`209507b`](https://github.com/jbloomAus/SAELens/commit/209507b6300f558c05a9285666726a817ce9b29a))

* Added new SAEBench gemma 2 2b SAEs ([`f7cec02`](https://github.com/jbloomAus/SAELens/commit/f7cec026a531bf69e926bf4c70712325bb445e1c))

Fix

* fix: hotfix scale decoder norm is not passed to training sae (377)

* fix: hotfix scale decoder norm is not passed to training sae

* remove default params from TrainingSAEConfig ([`38876b4`](https://github.com/jbloomAus/SAELens/commit/38876b45506aa763b847eb639c7a595d5985685d))

Fix

* fix: fixing jumprelu encode and save/load (373)

* fix: jumprelu encode and save/load

* fixing tests

* changes from CR ([`17506ac`](https://github.com/jbloomAus/SAELens/commit/17506ac3d0a9401a766bf9ca7ad40f4ef26c85f4))