diff --git a/README.md b/README.md
index e474b910e..cea74cad4 100644
--- a/README.md
+++ b/README.md
@@ -75,7 +75,7 @@ provider = IBMProvider(token='MY_API_TOKEN')
 ## Next Steps
 
 Now you're set up and ready to check out some of the tutorials.
-- [Qiskit IBM Provider]
+- [IBM Quantum Learning]
 - [Qiskit]
 
 ## Contribution Guidelines
@@ -111,7 +111,7 @@ project at different levels. If you use Qiskit, please cite as per the included
 [Stack Exchange]: https://quantumcomputing.stackexchange.com/questions/tagged/qiskit
 [Qiskit Tutorial]: https://github.com/Qiskit/qiskit-tutorial
 [many people]: https://github.com/Qiskit/qiskit-ibm-provider/graphs/contributors
-[Qiskit IBM Provider]: https://github.com/Qiskit/qiskit-ibm-provider/tree/main/docs/tutorials
+[IBM Quantum Learning]: https://learning.quantum.ibm.com/catalog/tutorials
 [Qiskit]: https://github.com/Qiskit/qiskit-tutorial
 [BibTeX file]: https://github.com/Qiskit/qiskit/blob/master/Qiskit.bib
 [Apache License 2.0]: https://github.com/Qiskit/qiskit-ibm-provider/blob/main/LICENSE.txt
diff --git a/docs/_templates/autosummary/class.rst b/docs/_templates/autosummary/class.rst
index e4d661a00..471c0f6c8 100644
--- a/docs/_templates/autosummary/class.rst
+++ b/docs/_templates/autosummary/class.rst
@@ -12,38 +12,25 @@
    :no-inherited-members:
    :no-special-members:
 
-   {% block attributes_summary %}
+{% block attributes_summary %}
    {% if attributes %}
-
    .. rubric:: Attributes
-
-   .. autosummary::
-      :toctree: ../stubs/
-   {% for item in all_attributes %}
-      {%- if not item.startswith('_') %}
-      {{ name }}.{{ item }}
-      {%- endif -%}
-   {%- endfor %}
+      {% for item in all_attributes %}
+         {%- if not item.startswith('_') %}
+   .. autoattribute:: {{ name }}.{{ item }}
+         {%- endif -%}
+      {%- endfor %}
    {% endif %}
-   {% endblock %}
+{% endblock %}
 
-   {% block methods_summary %}
+{% block methods_summary %}
    {% if methods %}
-
    .. rubric:: Methods
-
-   .. autosummary::
-      :toctree: ../stubs/
    {% for item in all_methods %}
       {%- if not item.startswith('_') or item in ['__call__', '__mul__', '__getitem__', '__len__'] %}
-      {{ name }}.{{ item }}
-      {%- endif -%}
-   {%- endfor %}
-   {% for item in inherited_members %}
-      {%- if item in ['__call__', '__mul__', '__getitem__', '__len__'] %}
-      {{ name }}.{{ item }}
+   .. automethod:: {{ name }}.{{ item }}
       {%- endif -%}
    {%- endfor %}
 
    {% endif %}
-   {% endblock %}
+{% endblock %}
diff --git a/qiskit_ibm_provider/ibm_backend.py b/qiskit_ibm_provider/ibm_backend.py
index 613284323..25f5af367 100644
--- a/qiskit_ibm_provider/ibm_backend.py
+++ b/qiskit_ibm_provider/ibm_backend.py
@@ -593,7 +593,7 @@ def properties(
 
         The schema for backend properties can be found in
         `Qiskit/ibm-quantum-schemas
-        <https://github.com/Qiskit/ibm-quantum-schemas/blob/main/schemas/backend_properties_schema.json>`_.
+        <https://github.com/Qiskit/ibm-quantum-schemas/blob/main/schemas/backend_properties_schema.json>`__.
 
         Args:
             refresh: If ``True``, re-query the server for the backend properties.
@@ -665,7 +665,7 @@ def defaults(self, refresh: bool = False) -> Optional[PulseDefaults]:
 
         The schema for default pulse configuration can be found in
         `Qiskit/ibm-quantum-schemas
-        <https://github.com/Qiskit/ibm-quantum-schemas/blob/main/schemas/default_pulse_configuration_schema.json>`_.
+        <https://github.com/Qiskit/ibm-quantum-schemas/blob/main/schemas/default_pulse_configuration_schema.json>`__.
 
         Args:
             refresh: If ``True``, re-query the server for the backend pulse defaults.
@@ -695,7 +695,7 @@ def configuration(
 
         The schema for backend configuration can be found in
         `Qiskit/ibm-quantum-schemas
-        <https://github.com/Qiskit/ibm-quantum-schemas/blob/main/schemas/backend_configuration_schema.json>`_.
+        <https://github.com/Qiskit/ibm-quantum-schemas/blob/main/schemas/backend_configuration_schema.json>`__.
 
         Returns:
             The configuration for the backend.
diff --git a/requirements.txt b/requirements.txt
index 5a7e211d1..c3ed892af 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-qiskit>=0.45.0
+qiskit>=0.45.0,<1
 requests>=2.19
 requests_ntlm>=1.1.0
 numpy>=1.13