diff --git a/tests/backend/flux/ip_adapter/xlabs_flux_ip_adapter_state_dict.py b/tests/backend/flux/ip_adapter/xlabs_flux_ip_adapter_state_dict.py
new file mode 100644
index 0000000000..9d1453aa51
--- /dev/null
+++ b/tests/backend/flux/ip_adapter/xlabs_flux_ip_adapter_state_dict.py
@@ -0,0 +1,85 @@
+# State dict keys and shapes for an XLabs FLUX IP-Adapter model. Intended to be used for unit tests.
+# These keys were extracted from:
+# https://huggingface.co/XLabs-AI/flux-ip-adapter/blob/ad16be50d78a07ea83d8c4bde44ff9753235182e/flux-ip-adapter.safetensors
+xlabs_sd_shapes = {
+    "double_blocks.0.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.0.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.0.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.0.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.1.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.1.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.1.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.1.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.10.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.10.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.10.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.10.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.11.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.11.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.11.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.11.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.12.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.12.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.12.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.12.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.13.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.13.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.13.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.13.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.14.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.14.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.14.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.14.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.15.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.15.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.15.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.15.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.16.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.16.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.16.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.16.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.17.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.17.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.17.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.17.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.18.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.18.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.18.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.18.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.2.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.2.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.2.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.2.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.3.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.3.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.3.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.3.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.4.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.4.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.4.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.4.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.5.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.5.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.5.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.5.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.6.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.6.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.6.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.6.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.7.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.7.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.7.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.7.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.8.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.8.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.8.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.8.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "double_blocks.9.processor.ip_adapter_double_stream_k_proj.bias": [3072],
+    "double_blocks.9.processor.ip_adapter_double_stream_k_proj.weight": [3072, 4096],
+    "double_blocks.9.processor.ip_adapter_double_stream_v_proj.bias": [3072],
+    "double_blocks.9.processor.ip_adapter_double_stream_v_proj.weight": [3072, 4096],
+    "ip_adapter_proj_model.norm.bias": [4096],
+    "ip_adapter_proj_model.norm.weight": [4096],
+    "ip_adapter_proj_model.proj.bias": [16384],
+    "ip_adapter_proj_model.proj.weight": [16384, 768],
+}