diff --git a/tpu_mtj_backend.py b/tpu_mtj_backend.py
index cbf24a02..07261636 100644
--- a/tpu_mtj_backend.py
+++ b/tpu_mtj_backend.py
@@ -215,12 +215,17 @@ def kobold_sample_dynamic(key, logits, rpargs, sampler_order: Optional[np.ndarra
     before picking one token using the modified logits
     '''
     for sid in jnp.array(sampler_order, int):
-        # sid = int(sid)
-        sid = sid.astype(int)
+        sid = int(sid)
         warper = warpers.Warper.from_id(sid)
+
         if not warper.value_is_valid():
             continue
-        logits = warper.jax_dynamic(logits)
+
+        # Repetition Penalty needs more info about the context
+        if warper == warpers.RepetitionPenalty:
+            logits = warper.jax_dynamic(logits, *rpargs)
+        else:
+            logits = warper.jax_dynamic(logits)
 
     # Finally, pick one token using the softmax thingy again (it gives
     # an array whose elements sum to 1 so it can be used nicely as a
@@ -432,11 +437,7 @@ def sample_func(data, key, numseqs_aux, badwords, repetition_penalty, generated_
             logits,
             (
                 generated,
-                # repetition_penalty,
                 generated_index, 
-                gen_length,
-                # rpslope,
-                # rprange,
             ),
             **sampler_options,
         )