diff --git a/src/axolotl/common/architectures.py b/src/axolotl/common/architectures.py
index 827a63c07..00046ca4b 100644
--- a/src/axolotl/common/architectures.py
+++ b/src/axolotl/common/architectures.py
@@ -10,6 +10,7 @@
         "JetMoeMoE",
     ],
     "mixtral": "MixtralSparseMoeBlock",
+    "phimoe": "PhiMoESparseMoeBlock",
     "qwen2_moe": "Qwen2MoeSparseMoeBlock",
     "deepseek_v2": "DeepseekV2MoE",
 }
diff --git a/src/axolotl/monkeypatch/multipack.py b/src/axolotl/monkeypatch/multipack.py
index 44fc4cb47..bbdeb564d 100644
--- a/src/axolotl/monkeypatch/multipack.py
+++ b/src/axolotl/monkeypatch/multipack.py
@@ -18,6 +18,7 @@
     "falcon",
     "phi",
     "phi3",
+    "phimoe",
     "gemma",
     "gemma2",
     "gemmoe",
@@ -31,6 +32,8 @@ def patch_for_multipack(model_type, model_name=None, is_remote_code=False):
         patch_remote(model_name, ".configuration_gemmoe", ".modeling_gemmoe")
     elif model_type == "deepseek_v2":
         patch_remote(model_name, ".configuration_deepseek", ".modeling_deepseek")
+    elif model_type == "phimoe":
+        patch_remote(model_name, ".configuration_phimoe", ".modeling_phimoe")
     elif hasattr(transformers, "modeling_flash_attention_utils") and not is_remote_code:
         transformers.modeling_flash_attention_utils._get_unpad_data = (  # pylint: disable=protected-access
             get_unpad_data