diff --git a/horde_sdk/ai_horde_api/apimodels/generate/_pop.py b/horde_sdk/ai_horde_api/apimodels/generate/_pop.py
index 920bd32..fc25c27 100644
--- a/horde_sdk/ai_horde_api/apimodels/generate/_pop.py
+++ b/horde_sdk/ai_horde_api/apimodels/generate/_pop.py
@@ -132,7 +132,11 @@ def validate_id(cls, v: str | JobID) -> JobID | str:
     @model_validator(mode="after")
     def ids_present(self) -> ImageGenerateJobPopResponse:
         """Ensure that either id_ or ids is present."""
-        if self.skipped.is_empty() and self.model is None:
+        if self.model is None:
+            if self.skipped.is_empty():
+                logger.debug("No model or skipped data found in response.")
+            else:
+                logger.debug("No model found in response.")
             return self
 
         if self.id_ is None and len(self.ids) == 0:
diff --git a/tests/ai_horde_api/test_ai_horde_api_models.py b/tests/ai_horde_api/test_ai_horde_api_models.py
index 2507d3d..8ab985e 100644
--- a/tests/ai_horde_api/test_ai_horde_api_models.py
+++ b/tests/ai_horde_api/test_ai_horde_api_models.py
@@ -684,3 +684,33 @@ def test_problem_payload() -> None:
     problem_payload = json.loads(json_from_api)
 
     ImageGenerateJobPopResponse.model_validate(problem_payload)
+
+    json_from_api = """
+                    {
+                    "payload": {
+                        "ddim_steps": 30,
+                        "n_iter": 1,
+                        "sampler_name": "k_euler_a",
+                        "cfg_scale": 7.5,
+                        "height": 512,
+                        "width": 512,
+                        "karras": false,
+                        "tiling": false,
+                        "hires_fix": false,
+                        "image_is_control": false,
+                        "return_control_map": false
+                    },
+                    "id": null,
+                    "ids": [],
+                    "skipped": {"max_pixels": 1},
+                    "model": null,
+                    "source_image": null,
+                    "source_processing": "img2img",
+                    "source_mask": null,
+                    "r2_upload": null,
+                    "r2_uploads": null
+                }"""
+
+    problem_payload = json.loads(json_from_api)
+
+    ImageGenerateJobPopResponse.model_validate(problem_payload)