diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeAlmadenV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeAlmadenV2.mdx
index 565a633110e..928e470a5d4 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeAlmadenV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeAlmadenV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeAlmadenV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeAlmadenV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/almaden/fake_almaden.py#L21-L38" signature="FakeAlmadenV2" modifiers="class">
   A fake Almaden V2 backend.
 
-  ```python
+  ```text
   00 ↔ 01 ↔ 02 ↔ 03 ↔ 04
         ↕         ↕
   05 ↔ 06 ↔ 07 ↔ 08 ↔ 09
diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeArmonkV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeArmonkV2.mdx
index f7c6c099db3..54c43cf743f 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeArmonkV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeArmonkV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeArmonkV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeArmonkV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/armonk/fake_armonk.py#L21-L33" signature="FakeArmonkV2" modifiers="class">
   A fake 1 qubit backend.
 
-  ```python
+  ```text
   0
   ```
 
diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeBoeblingenV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeBoeblingenV2.mdx
index 283dd0341ab..bdc3a3dbd0d 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeBoeblingenV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeBoeblingenV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeBoeblingenV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeBoeblingenV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/boeblingen/fake_boeblingen.py#L21-L39" signature="FakeBoeblingenV2" modifiers="class">
   A fake Boeblingen V2 backend.
 
-  ```python
+  ```text
   00 ↔ 01 ↔ 02 ↔ 03 ↔ 04
         ↕         ↕
   05 ↔ 06 ↔ 07 ↔ 08 ↔ 09
diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeBurlingtonV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeBurlingtonV2.mdx
index dd0a2cfdc3d..e7736899a37 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeBurlingtonV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeBurlingtonV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeBurlingtonV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeBurlingtonV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/burlington/fake_burlington.py#L21-L34" signature="FakeBurlingtonV2" modifiers="class">
   A fake 5 qubit backend.
 
-  ```python
+  ```text
   0 ↔ 1 ↔ 3 ↔ 4
       ↕
       2
diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeCambridgeV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeCambridgeV2.mdx
index e96eebe81e8..19903a22dc7 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeCambridgeV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeCambridgeV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeCambridgeV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeCambridgeV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/cambridge/fake_cambridge.py#L21-L40" signature="FakeCambridgeV2" modifiers="class">
   A fake Cambridge backend.
 
-  ```python
+  ```text
             00 ↔ 01 ↔ 02 ↔ 03 ↔ 04
             ↕                    ↕
             05                  06
diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeEssexV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeEssexV2.mdx
index f5100111307..943060ea013 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeEssexV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeEssexV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeEssexV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeEssexV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/essex/fake_essex.py#L21-L36" signature="FakeEssexV2" modifiers="class">
   A fake 5 qubit backend.
 
-  ```python
+  ```text
   0 ↔ 1 ↔ 2
       ↕
       3
diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeJohannesburgV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeJohannesburgV2.mdx
index d14fac42f11..e707398ebf2 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeJohannesburgV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeJohannesburgV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeJohannesburgV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeJohannesburgV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/johannesburg/fake_johannesburg.py#L21-L38" signature="FakeJohannesburgV2" modifiers="class">
   A fake Johannesburg V2 backend.
 
-  ```python
+  ```text
   00 ↔ 01 ↔ 02 ↔ 03 ↔ 04
    ↕                   ↕
   05 ↔ 06 ↔ 07 ↔ 08 ↔ 09
diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeLondonV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeLondonV2.mdx
index 27bebc2fd4a..b86b18b67ef 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeLondonV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeLondonV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeLondonV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeLondonV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/london/fake_london.py#L21-L36" signature="FakeLondonV2" modifiers="class">
   A fake 5 qubit backend.
 
-  ```python
+  ```text
   0 ↔ 1 ↔ 2
       ↕
       3
diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeOurenseV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeOurenseV2.mdx
index 722178bb390..e5156980baf 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeOurenseV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeOurenseV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeOurenseV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeOurenseV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/ourense/fake_ourense.py#L21-L34" signature="FakeOurenseV2" modifiers="class">
   A fake 5 qubit backend.
 
-  ```python
+  ```text
   0 ↔ 1 ↔ 3 ↔ 4
       ↕
       2
diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeParisV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeParisV2.mdx
index 45cc41bd657..52395138423 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeParisV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeParisV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeParisV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeParisV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/paris/fake_paris.py#L21-L41" signature="FakeParisV2" modifiers="class">
   A fake Paris backend.
 
-  ```python
+  ```text
                  06                  17
                  ↕                    ↕
   00 ↔ 01 ↔ 04 ↔ 07 ↔ 10 ↔ 12 ↔ 15 ↔ 18 ↔ 20 ↔ 23
diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeSingaporeV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeSingaporeV2.mdx
index 7978f4d5221..17ea4948cdd 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeSingaporeV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeSingaporeV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeSingaporeV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeSingaporeV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/singapore/fake_singapore.py#L21-L38" signature="FakeSingaporeV2" modifiers="class">
   A fake Singapore backend.
 
-  ```python
+  ```text
   00 ↔ 01 ↔ 02 ↔ 03 ↔ 04
         ↕         ↕
   05 ↔ 06 ↔ 07 ↔ 08 ↔ 09
diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeVigoV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeVigoV2.mdx
index bec84a3dc7b..d9ae57b06be 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeVigoV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeVigoV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeVigoV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeVigoV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/vigo/fake_vigo.py#L21-L34" signature="FakeVigoV2" modifiers="class">
   A fake 5 qubit backend.
 
-  ```python
+  ```text
   0 ↔ 1 ↔ 3 ↔ 4
       ↕
       2
diff --git a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeYorktownV2.mdx b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeYorktownV2.mdx
index 1190c7ec145..27710bd3697 100644
--- a/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeYorktownV2.mdx
+++ b/docs/api/qiskit-ibm-runtime/qiskit_ibm_runtime.fake_provider.FakeYorktownV2.mdx
@@ -11,7 +11,7 @@ python_api_name: qiskit_ibm_runtime.fake_provider.FakeYorktownV2
 <Class id="qiskit_ibm_runtime.fake_provider.FakeYorktownV2" isDedicatedPage={true} github="https://github.com/Qiskit/qiskit-ibm-runtime/tree/stable/0.32/qiskit_ibm_runtime/fake_provider/backends/yorktown/fake_yorktown.py#L21-L36" signature="FakeYorktownV2" modifiers="class">
   A fake 5 qubit backend.
 
-  ```python
+  ```text
       1
     / |
   0 - 2 - 3