Sae-lens

Fix

* fix: rename encode_fn to encode and encode to encode_standard (218) ([`8c09ec1`](https://github.com/jbloomAus/SAELens/commit/8c09ec1ff29bf3212a43b6d65cf5c88c5c318994))

Fix

* fix: avoid bfloat16 errors in training gated saes (217) ([`1e48f86`](https://github.com/jbloomAus/SAELens/commit/1e48f8668537d6b20067cc5862b9805ece5e2a70))

Unknown

* Update README.md ([`9adba61`](https://github.com/jbloomAus/SAELens/commit/9adba61b03bb90583bea64902bc900091992b0b4))

* Update deploy_docs.yml

Modified this file to install dependencies (using caching for efficiency). ([`e90d5c1`](https://github.com/jbloomAus/SAELens/commit/e90d5c195b02bd450bd7335b83bfb952a58fa29d))

* Adding type hint ([`5da6a13`](https://github.com/jbloomAus/SAELens/commit/5da6a13df27678d59e0d233b51dbf8758e190e34))

* Actually doing merge ([`c362e81`](https://github.com/jbloomAus/SAELens/commit/c362e813b56c4cc9c5045a79236f8287d23ae53f))

* Merge remote-tracking branch &39;upstream/main&39; into Evals ([`52780c0`](https://github.com/jbloomAus/SAELens/commit/52780c08fa116667f77d22ec3a63a4ead9c47348))

* Making changes in response to comments ([`cf4ebcd`](https://github.com/jbloomAus/SAELens/commit/cf4ebcdfe93d96270da2ed108f37a5c8d9d97c75))

Feature

* feat: make pretrained sae directory docs page (213)

* make pretrained sae directory docs page

* type issue weirdness

* type issue weirdness ([`b8a99ab`](https://github.com/jbloomAus/SAELens/commit/b8a99ab4dfe8f7790a3b15f41e351fbc3b82f1ab))

Feature

* feat: make activations_store re start the dataset when it runs out (207)

* make activations_store re start the dataset when it runs out

* remove misleading comments

* allow StopIteration to bubble up where appropriate

* add test to ensure that stopiteration is raised

* formatting

* more formatting

* format tweak so we can re-try ci

* add deps back ([`91f4850`](https://github.com/jbloomAus/SAELens/commit/91f48502c39cd573d5f28aba2f3295c7694112e6))

* feat: allow models to be passed in as overrides (210) ([`dd95996`](https://github.com/jbloomAus/SAELens/commit/dd95996efaa46c779b85ead9e52a8342869cfc24))

Fix

* fix: Activation store factor unscaling fold fix (212)

* add unscaling to evals

* fix act norm unscaling missing

* improved variance explained, still off for that prompt

* format

* why suddenly a typingerror and only in CI? ([`1db84b5`](https://github.com/jbloomAus/SAELens/commit/1db84b5ca4ab82fae9edbe98c1e9a563ed1eb3c9))

Fix

* fix: Gated SAE Note Loading (211)

* fix: add tests, make pass

* not in ([`b083feb`](https://github.com/jbloomAus/SAELens/commit/b083feb5ffb5b7f45669403786c3c7593aa1d3ba))

Unknown

* SAETrainingRunner takes optional HFDataset (206)

* SAETrainingRunner takes optional HFDataset

* more explicit errors when the buffer is too large for the dataset

* format

* add warnings when a new dataset is added

* replace default dataset with empty string

* remove valueerror ([`2c8fb6a`](https://github.com/jbloomAus/SAELens/commit/2c8fb6aeed214ff47dccfe427eb2881aca4e6808))

Fix

* fix: pin typing-extensions version (205) ([`3f0e4fe`](https://github.com/jbloomAus/SAELens/commit/3f0e4fe9e1a353e8b9563567919734af662ab69d))