diff --git a/notebooks/example2.py b/notebooks/example2.py
deleted file mode 100644
index 34a5bec0..00000000
--- a/notebooks/example2.py
+++ /dev/null
@@ -1,47 +0,0 @@
-import pymc as pm
-
-from pymc_experimental.inference.smc.sampling import sample_smc_blackjax
-import numpy as np
-
-with pm.Model() as model:
-    a = pm.Normal("a", mu=10, sigma=10)
-    b = pm.Normal("b", mu=10, sigma=10)
-    # either of the following lines produces an error
-    d = pm.Dirichlet("d", [1, 1])
-
-    trace = sample_smc_blackjax(
-        n_particles=1000,
-        kernel="HMC",
-        inner_kernel_params={
-            "step_size": 0.01,
-            "integration_steps": 20,
-        },
-        iterations_to_diagnose=10,
-        target_essn=0.5,
-        num_mcmc_steps=10,
-    )
-
-
-real_a = 0.2
-real_b = 2
-x = np.linspace(1, 100)
-y = real_a * x + real_b + np.random.normal(0, 2, len(x))
-
-
-with pm.Model() as model:
-    a = pm.Normal("a", mu=10, sigma=10)
-    b = pm.Normal("b", mu=10, sigma=10)
-    # either of the following lines produces an error
-    c = pm.Normal("c", mu=10, sigma=10, shape=(1,))
-
-    trace = sample_smc_blackjax(
-            n_particles=1000,
-            kernel="HMC",
-            inner_kernel_params={
-                "step_size": 0.01,
-                "integration_steps": 20,
-            },
-            iterations_to_diagnose=10,
-            target_essn=0.5,
-            num_mcmc_steps=10,
-    )
\ No newline at end of file