diff --git a/pyproject.toml b/pyproject.toml
index 6c0b7f8ca1..1bbb9c657a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -37,7 +37,7 @@ triton = [
 ]
 
 huggingface = [
-    "unsloth_zoo>=2025.9.14",
+    "unsloth_zoo>=2025.10.1",
     "packaging",
     "tyro",
     "transformers>=4.51.3,!=4.52.0,!=4.52.1,!=4.52.2,!=4.52.3,!=4.53.0,!=4.54.0,!=4.55.0,!=4.55.1,<=4.56.2",
@@ -453,7 +453,7 @@ colab-ampere-torch220 = [
     "flash-attn>=2.6.3",
 ]
 colab-new = [
-    "unsloth_zoo>=2025.9.14",
+    "unsloth_zoo>=2025.10.1",
     "packaging",
     "tyro",
     "transformers>=4.51.3,!=4.52.0,!=4.52.1,!=4.52.2,!=4.52.3,!=4.53.0,!=4.54.0,!=4.55.0,!=4.55.1,<=4.56.2",
diff --git a/unsloth/models/_utils.py b/unsloth/models/_utils.py
index 3079196e68..8650e21438 100644
--- a/unsloth/models/_utils.py
+++ b/unsloth/models/_utils.py
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-__version__ = "2025.9.11"
+__version__ = "2025.10.1"
 
 __all__ = [
     "SUPPORTS_BFLOAT16",
diff --git a/unsloth/models/mapper.py b/unsloth/models/mapper.py
index eb9119b681..600396ed46 100644
--- a/unsloth/models/mapper.py
+++ b/unsloth/models/mapper.py
@@ -966,6 +966,52 @@ __INT_TO_FLOAT_MAPPER = \
         "mistralai/Magistral-Small-2509",
         "unsloth/Magistral-Small-2509-bnb-4bit",
     ),
+    "unsloth/Apertus-70B-Instruct-2509-unsloth-bnb-4bit" : (
+        "unsloth/Apertus-70B-Instruct-2509",
+        "swiss-ai/Apertus-70B-2509",
+        "unsloth/Apertus-70B-Instruct-2509-unsloth-bnb-4bit",
+    ),
+    "unsloth/Apertus-8B-Instruct-2509-unsloth-bnb-4bit" : (
+        "unsloth/Apertus-8B-Instruct-2509",
+        "swiss-ai/Apertus-8B-2509",
+        "unsloth/Apertus-8B-Instruct-2509-unsloth-bnb-4bit",
+    ),
+    "unsloth/granite-4.0-micro-unsloth-bnb-4bit" : (
+        "unsloth/granite-4.0-micro",
+        "ibm-granite/granite-4.0-micro",
+        "unsloth/granite-4.0-micro-bnb-4bit",
+    ),
+    "unsloth/granite-4.0-h-micro-unsloth-bnb-4bit" : (
+        "unsloth/granite-4.0-h-micro",
+        "ibm-granite/granite-4.0-h-micro",
+        "unsloth/granite-4.0-h-micro-bnb-4bit",
+    ),
+    "unsloth/granite-4.0-micro-base-unsloth-bnb-4bit" : (
+        "unsloth/granite-4.0-micro-base",
+        "ibm-granite/granite-4.0-micro-base",
+        "unsloth/granite-4.0-micro-base-bnb-4bit",
+    ),
+    "unsloth/granite-4.0-h-micro-base-unsloth-bnb-4bit" : (
+        "unsloth/granite-4.0-h-micro-base",
+        "ibm-granite/granite-4.0-h-micro-base",
+        "unsloth/granite-4.0-h-micro-base-bnb-4bit",
+    ),
+    "unsloth/granite-4.0-h-tiny" : (
+        "unsloth/granite-4.0-h-tiny",
+        "ibm-granite/granite-4.0-h-tiny",
+    ),
+    "unsloth/granite-4.0-h-small" : (
+        "unsloth/granite-4.0-h-small",
+        "ibm-granite/granite-4.0-h-small",
+    ),
+    "unsloth/granite-4.0-h-tiny-base" : (
+        "unsloth/granite-4.0-h-tiny-base",
+        "ibm-granite/granite-4.0-h-tiny-base",
+    ),
+    "unsloth/granite-4.0-h-small-base" : (
+        "unsloth/granite-4.0-h-small-base",
+        "ibm-granite/granite-4.0-h-small-base",
+    ),
 }
 
 INT_TO_FLOAT_MAPPER  = {}
diff --git a/unsloth/models/vision.py b/unsloth/models/vision.py
index fbe3c832c2..a7c12e9644 100644
--- a/unsloth/models/vision.py
+++ b/unsloth/models/vision.py
@@ -636,7 +636,9 @@ class FastBaseModel:
         # Check float32 norm weights
         if os.environ.get("UNSLOTH_HIGH_PRECISION_LAYERNORM", "0") == "1":
             for jj, (name, module) in enumerate(model.named_modules()):
-                if name.endswith("norm") and hasattr(module, "weight"):
+                if (name.endswith(("norm", "norm1", "norm2", "norm3", "norm4")) \
+                    or "layernorm" in name or "layer_norm" in name) \
+                    and hasattr(module, "weight"):
                     module._pre_set_compute_dtype = torch.float32
         pass
         # Edit data-types