diff --git a/.github/workflows/pythonapp.yml b/.github/workflows/pythonapp.yml
index 953865cc..042a9943 100644
--- a/.github/workflows/pythonapp.yml
+++ b/.github/workflows/pythonapp.yml
@@ -20,6 +20,7 @@ jobs:
 
     runs-on: ${{ matrix.os }}
     strategy:
+      fail-fast: false
       matrix:
         os: [ubuntu-22.04, macos-12, windows-2022]
         python-version: ['3.8', '3.9', '3.10']
@@ -81,32 +82,32 @@ jobs:
       run: |
         python -m pip install .[extra,onnx,sparkml]
         python -m pip install pandas
-    - name: Install TVM from pypi if Ubuntu
-      if: ${{ startsWith(matrix.os, 'ubuntu') }}
-      run: python -m pip install apache-tvm==0.10.0
     - uses: actions/cache@v3
       # TVM takes forever, we try to cache it.
-      if: ${{ startsWith(matrix.os, 'macos')}}
+      if: ${{ startsWith(matrix.os, 'macos') || startsWith(matrix.os, 'ubuntu')}}
       id: cache
       env:
         CACHE_NUMBER: 9
       with:
         path: ~/work/hummingbird/tvm
-        key: ${{ matrix.os }}-${{ env.CACHE_NUMBER }}-${{ matrix.python-version }}-tvm-0.10
+        key: ${{ matrix.os }}-${{ env.CACHE_NUMBER }}-${{ matrix.python-version }}-tvm-main
     # Getting TVM requires: 1) Install LLVM 2) fetching TVM from github, 3) cmake, 4) make, 5) install python dependency.
     # 2 to 4 will be retrieved from the cache.
     # The pipeline only works for Unix systems. For windows we will have to compile LLVM from source which is a no go.
+    - name: Install LLVM if Ubuntu
+      if: ${{ startsWith(matrix.os, 'ubuntu') }}
+      run: |
+        sudo apt install -y llvm-14
     - name: Install LLVM if Mac
       if: ${{ startsWith(matrix.os, 'macos') }}
       run: |
         brew install llvm@14
-    - name: Fetch and prepare TVM for compilation if Mac
-      if: ${{ steps.cache.outputs.cache-hit != 'true' && startsWith(matrix.os, 'macos') }}
+    - name: Fetch and prepare TVM for compilation if Mac or Ubuntu
+      if: ${{ steps.cache.outputs.cache-hit != 'true' && (startsWith(matrix.os, 'macos') || startsWith(matrix.os, 'ubuntu')) }}
       run: |
         cd ~/work/hummingbird
         git clone https://github.com/apache/tvm.git
         cd tvm
-        git checkout tags/v0.10.0
         git submodule update --recursive --init
         cmake -E make_directory build
     - name: CMake TVM if Mac
@@ -116,15 +117,24 @@ jobs:
         MACOSX_DEPLOYMENT_TARGET=10.13 cmake
         "-DUSE_RPC=ON"
         "-DUSE_GRAPH_RUNTIME=ON"
-        "-DUSE_LLVM=$(brew --prefix llvm@14)/bin/llvm-config --link-static"
+        "-DUSE_LLVM=$(brew --prefix llvm@14)/bin/llvm-config"
         ..
-    - name: Build TVM if Mac
-      if: ${{ steps.cache.outputs.cache-hit != 'true' && startsWith(matrix.os, 'macos') }}
+    - name: CMake TVM if Ubuntu
+      if: ${{ steps.cache.outputs.cache-hit != 'true' && startsWith(matrix.os, 'ubuntu') }}
+      working-directory: ../tvm/build
+      run: >-
+        cmake
+        "-DUSE_RPC=ON"
+        "-DUSE_GRAPH_RUNTIME=ON"
+        "-DUSE_LLVM=llvm-config-14"
+        ..
+    - name: Build TVM if Mac or Ubuntu
+      if: ${{ steps.cache.outputs.cache-hit != 'true' && (startsWith(matrix.os, 'macos') || startsWith(matrix.os, 'ubuntu')) }}
       working-directory: ../tvm/build
       run: |
         make -j3
-    - name: Install python TVM if Mac
-      if: ${{  startsWith(matrix.os, 'macos') }}
+    - name: Install python TVM if Mac or Ubuntu
+      if: ${{  startsWith(matrix.os, 'macos') || startsWith(matrix.os, 'ubuntu') }}
       working-directory: ../tvm/python
       run: |
         python -m pip install -U wheel packaging
@@ -135,12 +145,12 @@ jobs:
     # We don't run pytest for Linux py3.8 since we do coverage for that case.
     - name: Test with pytest
       if: ${{ matrix.python-version != '3.8' || startsWith(matrix.os, 'ubuntu') != true }}
-      run: pytest
+      run: pytest -v
     # Run and push coverage only for Linux py3.8
     - name: Coverage 3.8 Linux
       if: ${{ matrix.python-version == '3.8' && startsWith(matrix.os, 'ubuntu') }}
       run: |
-        coverage run -a -m pytest tests
+        coverage run -a -m pytest tests -v
         coverage xml
     - name: Upload coverage to Codecov
       if: ${{ matrix.python-version == '3.8' && startsWith(matrix.os, 'ubuntu') }}