diff --git a/jobs/fashion_mnist_train/job.py b/jobs/fashion_mnist_train/job.py
index 5570959..05d98f3 100644
--- a/jobs/fashion_mnist_train/job.py
+++ b/jobs/fashion_mnist_train/job.py
@@ -17,11 +17,14 @@
 
 
 def train(project: Optional[str], entity: Optional[str], **kwargs: Any):
-    run = wandb.init(project=project, entity=entity)
+    run = wandb.init(project=project, entity=entity, config={
+        "epochs": 10,
+        "learning_rate": 0.001,
+        "steps_per_epoch": 10,
+    })
 
     # get config, could be set from sweep scheduler
     train_config = run.config
-
     # get training parameters from config
     epochs = train_config.get("epochs", 10)
     learning_rate = train_config.get("learning_rate", 0.001)
@@ -98,7 +101,6 @@ def train(project: Optional[str], entity: Optional[str], **kwargs: Any):
     # Log plot
     wandb.log({"prediction-chart": plt})
 
-
 # Code from: https://www.geeksforgeeks.org/fashion-mnist-with-python-keras-and-deep-learning/
 def model_arch():
     """Define the architecture of the model"""