diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index d096d89c1..9da98d295 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -17,8 +17,6 @@ jobs:
           # requites to grab the history of the PR
           fetch-depth: 0
       - uses: actions/setup-python@v4
-        with:
-          # cache: 'pip'
       - uses: pre-commit/action@v3.0.0
         with:
           extra_args: --color=always --from-ref ${{ github.event.pull_request.base.sha }} --to-ref ${{ github.event.pull_request.head.sha }}
diff --git a/README.md b/README.md
index d2c7f9a4a..86482d5c3 100644
--- a/README.md
+++ b/README.md
@@ -34,13 +34,13 @@ Check out our interactive [demo](https://aphp.github.io/edsnlp/demo/) !
 You can install EDS-NLP via `pip`. We recommend pinning the library version in your projects, or use a strict package manager like [Poetry](https://python-poetry.org/).
 
 ```shell
-pip install edsnlp==0.11.2
+pip install edsnlp==0.12.0
 ```
 
 or if you want to use the trainable components (using pytorch)
 
 ```shell
-pip install "edsnlp[ml]==0.11.2"
+pip install "edsnlp[ml]==0.12.0"
 ```
 
 ### A first pipeline
diff --git a/changelog.md b/changelog.md
index 0e077ffea..eafe321b9 100644
--- a/changelog.md
+++ b/changelog.md
@@ -4,6 +4,14 @@
 
 ### Added
 
+### Changed
+
+### Fixed
+
+## v0.12.0
+
+### Added
+
 - The `eds.transformer` component now accepts `prompts` (passed to its `preprocess` method, see breaking change below) to add before each window of text to embed.
 - `LazyCollection.map` / `map_batches` now support generator functions as arguments.
 - Window stride can now be disabled (i.e., stride = window) during training in the `eds.transformer` component by `training_stride = False`
@@ -55,7 +63,7 @@
     ```
 - Trainable embedding components now all use `foldedtensor` to return embeddings, instead of returning a tensor of floats and a mask tensor.
 - :boom: TorchComponent `__call__` no longer applies the end to end method, and instead calls the `forward` method directly, like all torch modules.
-- The trainable `eds.span_qualifier` component has been renamed to `eds.span_classifier` to reflect its general gpurpose (it doesn't only predict qualifiers, but any attribute of a span using its context or not).
+- The trainable `eds.span_qualifier` component has been renamed to `eds.span_classifier` to reflect its general purpose (it doesn't only predict qualifiers, but any attribute of a span using its context or not).
 - `omop` converter now takes the `note_datetime` field into account by default when building a document
 - `span._.date.to_datetime()` and `span._.date.to_duration()` now automatically take the `note_datetime` into account
 - `nlp.vocab` is no longer serialized when saving a model, as it may contain sensitive information and can be recomputed during inference anyway
diff --git a/docs/index.md b/docs/index.md
index ec3d6bf86..c6516420a 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -15,13 +15,13 @@ Check out our interactive [demo](https://aphp.github.io/edsnlp/demo/) !
 You can install EDS-NLP via `pip`. We recommend pinning the library version in your projects, or use a strict package manager like [Poetry](https://python-poetry.org/).
 
 ```{: data-md-color-scheme="slate" }
-pip install edsnlp==0.11.2
+pip install edsnlp==0.12.0
 ```
 
 or if you want to use the trainable components (using pytorch)
 
 ```{: data-md-color-scheme="slate" }
-pip install "edsnlp[ml]==0.11.2"
+pip install "edsnlp[ml]==0.12.0"
 ```
 
 ### A first pipeline
diff --git a/edsnlp/__init__.py b/edsnlp/__init__.py
index 4064e9947..bf23669b3 100644
--- a/edsnlp/__init__.py
+++ b/edsnlp/__init__.py
@@ -15,7 +15,7 @@
 import edsnlp.pipes
 from . import reducers
 
-__version__ = "0.11.2"
+__version__ = "0.12.0"
 
 BASE_DIR = Path(__file__).parent