diff --git a/app.py b/app.py
index 17b6eb9036dfecc109c15e4eb120f82a47b0c881..cf8e52d42c1889b8a14d8f7a4142e48d9d4364dc 100644
--- a/app.py
+++ b/app.py
@@ -36,7 +36,8 @@ def get_device():
 
 examples = [
     "A photo of a yellow bird and a black motorcycle",
-    "A green stop sign in a red field",
+    "A stylish dog wearing sunglasses",
+    "A cat in the style of Van Gogh’s Starry Night",
 ]
 
 
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+    "num_batches": 4,
+    "prompt": "A dog on the moon",
+    "resolution": 512,
+    "steps": 48
+}
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+    "ess_threshold": 1.0,
+    "kl_weight": 0.02,
+    "lambda_one_at": 0.3,
+    "lambda_tempering": true,
+    "negative_prompt": "worst quality, low quality, low res, blurry, distortion, watermark, logo, signature, text, jpeg artifacts, signature, sketch, duplicate, ugly, identifying mark",
+    "num_batches": 4,
+    "num_particles": 8,
+    "partial_resampling": false,
+    "phi": 1,
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+    "proposal_type": "locally_optimal",
+    "resample_frequency": 4,
+    "resolution": 512,
+    "steps": 48,
+    "tau": 1.0,
+    "use_continuous_formulation": true
+}
\ No newline at end of file
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+++ b/examples/e9d7a973/smc_grad/1daf0b2a0348f6a3/1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b275baca386b7d11fc997483649f0d754ca99a153f881d7e90050fba49be92c6
+size 264485
diff --git a/examples/e9d7a973/smc_grad/1daf0b2a0348f6a3/2.png b/examples/e9d7a973/smc_grad/1daf0b2a0348f6a3/2.png
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+++ b/examples/e9d7a973/smc_grad/1daf0b2a0348f6a3/2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 294764
diff --git a/examples/e9d7a973/smc_grad/1daf0b2a0348f6a3/3.png b/examples/e9d7a973/smc_grad/1daf0b2a0348f6a3/3.png
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d70725cb6aa1cf7eb44463601851b986dc628855306bbc47ef1e991a27f3094
+size 259674
diff --git a/examples/e9d7a973/smc_grad/1daf0b2a0348f6a3/config.json b/examples/e9d7a973/smc_grad/1daf0b2a0348f6a3/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2172fdd69fc709bae4fafd28b63536294e9d424
--- /dev/null
+++ b/examples/e9d7a973/smc_grad/1daf0b2a0348f6a3/config.json
@@ -0,0 +1,19 @@
+{
+    "CFG": 9.0,
+    "ess_threshold": 1.0,
+    "kl_weight": 0.02,
+    "lambda_one_at": 0.3,
+    "lambda_tempering": true,
+    "negative_prompt": "worst quality, low quality, low res, blurry, distortion, watermark, logo, signature, text, jpeg artifacts, signature, sketch, duplicate, ugly, identifying mark",
+    "num_batches": 4,
+    "num_particles": 8,
+    "partial_resampling": false,
+    "phi": 1,
+    "prompt": "A photo of a blue clock and a white cup",
+    "proposal_type": "locally_optimal",
+    "resample_frequency": 4,
+    "resolution": 512,
+    "steps": 48,
+    "tau": 1.0,
+    "use_continuous_formulation": true
+}
\ No newline at end of file
diff --git a/examples/e9d7a973/smc_grad/1daf0b2a0348f6a3/out.pickle b/examples/e9d7a973/smc_grad/1daf0b2a0348f6a3/out.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6a7b9f916f008b3c25f5b510bd0fd830b0b34cd8
--- /dev/null
+++ b/examples/e9d7a973/smc_grad/1daf0b2a0348f6a3/out.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e166293429fb4033c91a7a065d69d142672359ed40876abe3588b7e2d42cd2c
+size 3146069
diff --git a/run_examples.py b/run_examples.py
index 5230d8b9c19f2f79434ffb22a0bce130a0e9c062..30620f76cc75c37bb067551b6a492ff0388953a3 100644
--- a/run_examples.py
+++ b/run_examples.py
@@ -21,6 +21,10 @@ examples = [
     "A photo of a yellow bird and a black motorcycle",
     "A green stop sign in a red field",
     "A pink bicycle leaning against a fence near a river",
+    "A cat in the style of Van Gogh’s Starry Night",
+    "A stylish dog wearing sunglasses",
+    "A photo of a blue clock and a white cup",
+    "A dog on the moon",
 ]
 
 EXAMPLES_DIR = "examples"