diff --git a/.github/workflows/pytest-ubuntu.yml b/.github/workflows/pytest-ubuntu.yml
index b8fb31a..d4da438 100644
--- a/.github/workflows/pytest-ubuntu.yml
+++ b/.github/workflows/pytest-ubuntu.yml
@@ -10,6 +10,10 @@ on:
   pull_request:
     branches: [ master ]
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+
 jobs:
   tests:
     name: Run tests/coverage
diff --git a/.readthedocs.yml b/.readthedocs.yml
index 5b3103f..d5a59e9 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -4,6 +4,11 @@
 # Required
 version: 2
 
+build:
+  os: "ubuntu-22.04"
+  tools:
+    python: "3.12"
+
 # Build documentation in the docs/ directory with Sphinx
 sphinx:
   configuration: docs/conf.py
@@ -15,9 +20,6 @@ sphinx:
 # Optionally build your docs in additional formats such as PDF and ePub
 formats: all
 
-# Optionally set the version of Python and requirements required to build your docs
 python:
-  version: 3.7
   install:
-    - requirements: docs/requirements.txt
-    - requirements: requirements.txt
\ No newline at end of file
+    - requirements: docs/requirements.txt
\ No newline at end of file
diff --git a/docs/conf.py b/docs/conf.py
index 65af520..d131d53 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -10,7 +10,6 @@
 # add these directories to sys.path here. If the directory is relative to the
 # documentation root, use os.path.abspath to make it absolute, like shown here.
 #
-import stanford_theme
 import os
 import sys
 sys.path.insert(0, os.path.abspath('..'))
@@ -20,11 +19,11 @@
 # -- Project information -----------------------------------------------------
 
 project = 'desolver'
-copyright = '2021, Ekin Ozturk'
+copyright = '2025, Ekin Ozturk'
 author = 'Ekin Ozturk'
 
 # The full version, including alpha/beta/rc tags
-release = '4.4.1'
+release = '5.0.0'
 
 
 # -- General configuration ---------------------------------------------------
@@ -35,9 +34,9 @@
 extensions = [
     "sphinx.ext.autosectionlabel",
     "nbsphinx",
+    'sphinx.ext.autodoc',
     "sphinx.ext.napoleon",
     'sphinx.ext.mathjax',
-    'sphinx.ext.githubpages',
     'IPython.sphinxext.ipython_console_highlighting',
 #     "sphinx.ext.intersphinx" 
 ]
@@ -60,9 +59,18 @@
 on_rtd = os.environ.get('READTHEDOCS', None) == 'True'
 
 if not on_rtd:  # only import and set the theme if we're building docs locally
-    import stanford_theme
+    import sphinx_theme
     html_theme = 'stanford_theme'
-    html_theme_path = [stanford_theme.get_html_theme_path()]
+    html_theme_path = [sphinx_theme.get_html_theme_path('stanford-theme')]
+else:
+    html_theme_options = {
+        "page_width": "980px",
+        "sidebar_width": "180px",
+        "codecov_button": "true",
+        "github_button": "true",
+        "github_repo": "desolver",
+        "github_user": "microno95"
+    }
 
 # otherwise, readthedocs.org uses their theme by default, so no need to specify it
 
diff --git a/docs/installation.rst b/docs/installation.rst
index 261b72b..57ab94f 100644
--- a/docs/installation.rst
+++ b/docs/installation.rst
@@ -5,7 +5,7 @@ Installing desolver
 
 `desolver` is a pure python module that builds upon the functionalities provided by numpy for a relatively efficient numerical integration library.
 
-Furthermore, as `desolver` relies on `autoray <https://github.com/jcmgray/autoray>` for the backend of array/tensors operations, `desolver` can easily extend to the use of other libraries such as pytorch, tensorflow, etc. in order to leverage accelerators and optimised gradient computation schemes for faster numerical integration.
+Furthermore, as `desolver` relies on `autoray <https://github.com/jcmgray/autoray>`_ for the backend of array/tensors operations, `desolver` can easily extend to the use of other libraries such as pytorch, tensorflow, etc. in order to leverage accelerators and optimised gradient computation schemes for faster numerical integration.
 
 With the use of libraries equipped with automatic differentiation, it is possible to compute the gradients of the integrated system.
 
diff --git a/docs/requirements.txt b/docs/requirements.txt
index 0253e3e..e0e94b6 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1,11 +1,9 @@
-scipy>=1.4.1
-numpy>=1.18.0
-coverage
-pytest>=5.4.3
-pytest-cov>=2.10.0
-pytest-xdist>=1.32.0
+numpy>=2
 tqdm>=4.47.0
-stanford_theme
+scipy>=1.4.1
+autoray>=0.7.0
+einops>=0.8.0
+sphinx_theme
 nbsphinx
 ipython
 pandoc>=1.0.2
\ No newline at end of file