diff --git a/changelog.md b/changelog.md
index 0c1d2e749..e993ed824 100644
--- a/changelog.md
+++ b/changelog.md
@@ -1,5 +1,11 @@
 # Changelog
 
+## Unreleased
+
+### Fixed
+
+- Numbers are now only detected without trying to remove the pollution in between digits, ie `55 @ 77777` could be detected as a full number before, but not anymore.
+
 ## v0.13.0
 
 ### Added
diff --git a/edsnlp/pipes/misc/measurements/measurements.py b/edsnlp/pipes/misc/measurements/measurements.py
index f86fe8813..b7a42c0c4 100644
--- a/edsnlp/pipes/misc/measurements/measurements.py
+++ b/edsnlp/pipes/misc/measurements/measurements.py
@@ -714,7 +714,12 @@ def __init__(
                     self.unitless_patterns[pattern_name] = {"name": name, **pattern}
 
         # NUMBER PATTERNS
-        self.regex_matcher.add("number", [number_regex])
+        self.regex_matcher.add(
+            "number",
+            [number_regex],
+            ignore_excluded=False,
+            ignore_space_tokens=False,
+        )
         self.number_label_hashes = {nlp.vocab.strings["number"]}
         for number, terms in number_terms.items():
             self.term_matcher.build_patterns(nlp, {number: terms})
diff --git a/edsnlp/pipes/trainable/embeddings/transformer/transformer.py b/edsnlp/pipes/trainable/embeddings/transformer/transformer.py
index eb8be14b4..e6abd939b 100644
--- a/edsnlp/pipes/trainable/embeddings/transformer/transformer.py
+++ b/edsnlp/pipes/trainable/embeddings/transformer/transformer.py
@@ -207,7 +207,20 @@ def to_disk(self, path, *, exclude: Optional[Set[str]]):
         if repr_id in exclude:
             return
         self.tokenizer.save_pretrained(path)
+
+        # Fix for https://github.com/aphp/edsnlp/issues/317
+        old_params_data = {}
+        for param in self.transformer.parameters():
+            if not param.is_contiguous():
+                old_params_data[param] = param.data
+                param.data = param.data.contiguous()
+
         self.transformer.save_pretrained(path)
+
+        # Restore non-contiguous tensors
+        for param, data in old_params_data.items():
+            param.data = data
+
         for param in self.transformer.parameters():
             exclude.add(object.__repr__(param))
         cfg = super().to_disk(path, exclude=exclude) or {}
diff --git a/tests/pipelines/misc/test_measurements.py b/tests/pipelines/misc/test_measurements.py
index db2fed001..b7461be3e 100644
--- a/tests/pipelines/misc/test_measurements.py
+++ b/tests/pipelines/misc/test_measurements.py
@@ -226,6 +226,7 @@ def test_numbers(blank_nlp: PipelineProtocol, matcher: MeasurementsMatcher):
         ("2 m", "2 m"),
         ("⅛ m", "0.125 m"),
         ("0 m", "0 m"),
+        ("55 @ 77777 cm", "77777 cm"),
     ]:
         doc = blank_nlp(text)
         doc = matcher(doc)