From b33c212bccd95e4b26754c4c23faeb392590a10e Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 15:34:44 +0300
Subject: [PATCH 01/25] Create .GitHub/actions/build.yml

---
 .GitHub/actions/build.yml | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 .GitHub/actions/build.yml

diff --git a/.GitHub/actions/build.yml b/.GitHub/actions/build.yml
new file mode 100644
index 00000000..32f95c0d
--- /dev/null
+++ b/.GitHub/actions/build.yml
@@ -0,0 +1 @@
+hi
\ No newline at end of file

From 6daac82e3d876cbb25b8f635ccdb003df1d3d3c8 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 15:37:18 +0300
Subject: [PATCH 02/25] Create .github/actions/build.yaml

---
 .github/actions/build.yaml | 114 +++++++++++++++++++++++++++++++++++++
 1 file changed, 114 insertions(+)
 create mode 100644 .github/actions/build.yaml

diff --git a/.github/actions/build.yaml b/.github/actions/build.yaml
new file mode 100644
index 00000000..814d076a
--- /dev/null
+++ b/.github/actions/build.yaml
@@ -0,0 +1,114 @@
+name: Build C++ for Android ARM64
+
+on:
+  push:
+    branches: [ main, master, develop ] # Adjust to your main branches
+  pull_request:
+    branches: [ main, master, develop ] # Adjust to your main branches
+  workflow_dispatch: # Allows manual triggering from the Actions tab
+
+env:
+  # Define NDK version to use. Check for the latest recommended LTS or stable version.
+  # As of late 2024/early 2025, r26c (26.2.x or 26.3.x) is a good choice.
+  NDK_VERSION: "26.3.11579264"
+  # Minimum Android API level for your application.
+  # API level 21 (Android 5.0) is the first to support 64-bit (arm64-v8a).
+  ANDROID_API_LEVEL: "21"
+  # Build type
+  BUILD_TYPE: "Release"
+
+jobs:
+  build_android_arm64:
+    name: Build for Android arm64-v8a
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          submodules: 'recursive' # Important if your project uses submodules
+
+      - name: Set up JDK 17
+        uses: actions/setup-java@v4
+        with:
+          distribution: 'temurin' # Or 'adopt', 'zulu', etc.
+          java-version: '17'     # NDK r25+ generally works well with JDK 17
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11' # Or your desired Python version
+
+      - name: Install CMake and Ninja (for faster builds)
+        run: |
+          sudo apt-get update -qq
+          sudo apt-get install -y --no-install-recommends cmake ninja-build
+        shell: bash
+
+      - name: Download and Set up Android NDK
+        run: |
+          # Ensure NDK_VERSION is set from env
+          echo "Using NDK Version: ${{ env.NDK_VERSION }}"
+          # Download NDK
+          wget -q https://dl.google.com/android/repository/android-ndk-r${{ env.NDK_VERSION }}-linux.zip -O android-ndk.zip
+          # Extract NDK
+          unzip -q android-ndk.zip -d $HOME
+          # Set ANDROID_NDK_HOME environment variable for subsequent steps
+          echo "ANDROID_NDK_HOME=$HOME/android-ndk-r${{ env.NDK_VERSION }}" >> $GITHUB_ENV
+          # Optionally, add NDK tools to PATH (CMake toolchain file often handles this)
+          # echo "$HOME/android-ndk-r${{ env.NDK_VERSION }}" >> $GITHUB_PATH
+        shell: bash
+
+      - name: Verify NDK Setup
+        run: |
+          echo "ANDROID_NDK_HOME is set to: $ANDROID_NDK_HOME"
+          ls -la $ANDROID_NDK_HOME
+          # A simple check to see if a common NDK tool is executable
+          $ANDROID_NDK_HOME/ndk-stack --version
+        shell: bash
+
+      # --- CMake Project Specific Steps ---
+      # Adjust these steps if you are not using CMake
+
+      - name: Configure CMake
+        # This step assumes your CMakeLists.txt is in the root of your repository.
+        # The -B flag creates a 'build' directory for out-of-source builds.
+        # The -S flag specifies the source directory.
+        run: |
+          cmake -S . -B build \
+            -DCMAKE_TOOLCHAIN_FILE=$ANDROID_NDK_HOME/build/cmake/android.toolchain.cmake \
+            -DANDROID_ABI=arm64-v8a \
+            -DANDROID_NDK=$ANDROID_NDK_HOME \
+            -DANDROID_PLATFORM=android-${{ env.ANDROID_API_LEVEL }} \
+            -DCMAKE_ANDROID_ARCH_ABI=arm64-v8a \
+            -DCMAKE_ANDROID_STL=c++_shared \
+            -DCMAKE_BUILD_TYPE=${{ env.BUILD_TYPE }} \
+            -DCMAKE_MAKE_PROGRAM=ninja \
+            -G Ninja
+            # Add any of your project-specific CMake defines here, e.g., -DMY_CUSTOM_OPTION=ON
+        shell: bash
+
+      - name: Build with CMake
+        run: cmake --build build --config ${{ env.BUILD_TYPE }} --parallel $(nproc)
+        shell: bash
+
+      - name: List build artifacts (example)
+        # This is just to show what's in the build directory.
+        # You'll need to adjust the path for `upload-artifact` based on your project's output.
+        run: |
+          echo "Listing contents of build directory:"
+          ls -R build/
+          echo "Listing shared libraries specifically (if any):"
+          find build/ -name "*.so" -print
+        shell: bash
+
+      - name: Upload Build Artifacts
+        uses: actions/upload-artifact@v4
+        with:
+          name: android-arm64-v8a-build-${{ github.sha }}
+          path: | # Adjust these paths to match your actual output files
+            build/**/*.so       # Example: shared libraries
+            build/**/*.a        # Example: static libraries
+            # build/your_executable_name # Example: if you build an executable
+          if-no-files-found: error # Optional: 'warn' or 'ignore' if files might not exist
+

From 5e233aeb4ee2e41d8998d5a473f650d0635f00df Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 15:38:02 +0300
Subject: [PATCH 03/25] Create c-cpp.yml

---
 .github/workflows/c-cpp.yml | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)
 create mode 100644 .github/workflows/c-cpp.yml

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
new file mode 100644
index 00000000..6a9c312e
--- /dev/null
+++ b/.github/workflows/c-cpp.yml
@@ -0,0 +1,23 @@
+name: C/C++ CI
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: configure
+      run: ./configure
+    - name: make
+      run: make
+    - name: make check
+      run: make check
+    - name: make distcheck
+      run: make distcheck

From 2e46d24ff48eb96210bbbc007446600c28001bd8 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 15:38:16 +0300
Subject: [PATCH 04/25] Delete .github/actions directory

---
 .github/actions/build.yaml | 114 -------------------------------------
 1 file changed, 114 deletions(-)
 delete mode 100644 .github/actions/build.yaml

diff --git a/.github/actions/build.yaml b/.github/actions/build.yaml
deleted file mode 100644
index 814d076a..00000000
--- a/.github/actions/build.yaml
+++ /dev/null
@@ -1,114 +0,0 @@
-name: Build C++ for Android ARM64
-
-on:
-  push:
-    branches: [ main, master, develop ] # Adjust to your main branches
-  pull_request:
-    branches: [ main, master, develop ] # Adjust to your main branches
-  workflow_dispatch: # Allows manual triggering from the Actions tab
-
-env:
-  # Define NDK version to use. Check for the latest recommended LTS or stable version.
-  # As of late 2024/early 2025, r26c (26.2.x or 26.3.x) is a good choice.
-  NDK_VERSION: "26.3.11579264"
-  # Minimum Android API level for your application.
-  # API level 21 (Android 5.0) is the first to support 64-bit (arm64-v8a).
-  ANDROID_API_LEVEL: "21"
-  # Build type
-  BUILD_TYPE: "Release"
-
-jobs:
-  build_android_arm64:
-    name: Build for Android arm64-v8a
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
-        with:
-          submodules: 'recursive' # Important if your project uses submodules
-
-      - name: Set up JDK 17
-        uses: actions/setup-java@v4
-        with:
-          distribution: 'temurin' # Or 'adopt', 'zulu', etc.
-          java-version: '17'     # NDK r25+ generally works well with JDK 17
-
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: '3.11' # Or your desired Python version
-
-      - name: Install CMake and Ninja (for faster builds)
-        run: |
-          sudo apt-get update -qq
-          sudo apt-get install -y --no-install-recommends cmake ninja-build
-        shell: bash
-
-      - name: Download and Set up Android NDK
-        run: |
-          # Ensure NDK_VERSION is set from env
-          echo "Using NDK Version: ${{ env.NDK_VERSION }}"
-          # Download NDK
-          wget -q https://dl.google.com/android/repository/android-ndk-r${{ env.NDK_VERSION }}-linux.zip -O android-ndk.zip
-          # Extract NDK
-          unzip -q android-ndk.zip -d $HOME
-          # Set ANDROID_NDK_HOME environment variable for subsequent steps
-          echo "ANDROID_NDK_HOME=$HOME/android-ndk-r${{ env.NDK_VERSION }}" >> $GITHUB_ENV
-          # Optionally, add NDK tools to PATH (CMake toolchain file often handles this)
-          # echo "$HOME/android-ndk-r${{ env.NDK_VERSION }}" >> $GITHUB_PATH
-        shell: bash
-
-      - name: Verify NDK Setup
-        run: |
-          echo "ANDROID_NDK_HOME is set to: $ANDROID_NDK_HOME"
-          ls -la $ANDROID_NDK_HOME
-          # A simple check to see if a common NDK tool is executable
-          $ANDROID_NDK_HOME/ndk-stack --version
-        shell: bash
-
-      # --- CMake Project Specific Steps ---
-      # Adjust these steps if you are not using CMake
-
-      - name: Configure CMake
-        # This step assumes your CMakeLists.txt is in the root of your repository.
-        # The -B flag creates a 'build' directory for out-of-source builds.
-        # The -S flag specifies the source directory.
-        run: |
-          cmake -S . -B build \
-            -DCMAKE_TOOLCHAIN_FILE=$ANDROID_NDK_HOME/build/cmake/android.toolchain.cmake \
-            -DANDROID_ABI=arm64-v8a \
-            -DANDROID_NDK=$ANDROID_NDK_HOME \
-            -DANDROID_PLATFORM=android-${{ env.ANDROID_API_LEVEL }} \
-            -DCMAKE_ANDROID_ARCH_ABI=arm64-v8a \
-            -DCMAKE_ANDROID_STL=c++_shared \
-            -DCMAKE_BUILD_TYPE=${{ env.BUILD_TYPE }} \
-            -DCMAKE_MAKE_PROGRAM=ninja \
-            -G Ninja
-            # Add any of your project-specific CMake defines here, e.g., -DMY_CUSTOM_OPTION=ON
-        shell: bash
-
-      - name: Build with CMake
-        run: cmake --build build --config ${{ env.BUILD_TYPE }} --parallel $(nproc)
-        shell: bash
-
-      - name: List build artifacts (example)
-        # This is just to show what's in the build directory.
-        # You'll need to adjust the path for `upload-artifact` based on your project's output.
-        run: |
-          echo "Listing contents of build directory:"
-          ls -R build/
-          echo "Listing shared libraries specifically (if any):"
-          find build/ -name "*.so" -print
-        shell: bash
-
-      - name: Upload Build Artifacts
-        uses: actions/upload-artifact@v4
-        with:
-          name: android-arm64-v8a-build-${{ github.sha }}
-          path: | # Adjust these paths to match your actual output files
-            build/**/*.so       # Example: shared libraries
-            build/**/*.a        # Example: static libraries
-            # build/your_executable_name # Example: if you build an executable
-          if-no-files-found: error # Optional: 'warn' or 'ignore' if files might not exist
-

From 1a7d9cfd8305ce54dea16b6cd52635a650f879b5 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 15:38:31 +0300
Subject: [PATCH 05/25] Delete .GitHub/actions directory

---
 .GitHub/actions/build.yml | 1 -
 1 file changed, 1 deletion(-)
 delete mode 100644 .GitHub/actions/build.yml

diff --git a/.GitHub/actions/build.yml b/.GitHub/actions/build.yml
deleted file mode 100644
index 32f95c0d..00000000
--- a/.GitHub/actions/build.yml
+++ /dev/null
@@ -1 +0,0 @@
-hi
\ No newline at end of file

From ed4682fa05a4fc5e59da070723b3438f7a2e8aaf Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 15:42:51 +0300
Subject: [PATCH 06/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 13 ++++++-------
 1 file changed, 6 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 6a9c312e..fd4c8445 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -13,11 +13,10 @@ jobs:
 
     steps:
     - uses: actions/checkout@v4
-    - name: configure
-      run: ./configure
-    - name: make
+    - name: Set up Clang
+      uses: egor-tensin/setup-clang@v1
+      with:
+        version: latest
+        platform: x64
+    - name: build
       run: make
-    - name: make check
-      run: make check
-    - name: make distcheck
-      run: make distcheck

From 11060e5243397ae1a70d5cad208059623ed542c8 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 15:47:54 +0300
Subject: [PATCH 07/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 38 ++++++++++++++++++++++++++-----------
 1 file changed, 27 insertions(+), 11 deletions(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index fd4c8445..38a039f6 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -8,15 +8,31 @@ on:
 
 jobs:
   build:
-
-    runs-on: ubuntu-latest
-
+    name: Ex15 (os=${{ matrix.os }})
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: ["ubuntu-24.04-arm"]
     steps:
-    - uses: actions/checkout@v4
-    - name: Set up Clang
-      uses: egor-tensin/setup-clang@v1
-      with:
-        version: latest
-        platform: x64
-    - name: build
-      run: make
+      - uses: actions/checkout@v4
+      - uses: ./
+        id: setup-miniconda
+        continue-on-error: true
+        with:
+          miniforge-version: latest
+      - name: Check ARM
+        shell: bash -el {0}
+        run: |
+          conda install -y python
+          python -c "import platform; assert platform.machine() == 'aarch64', platform.machine()"
+      
+      - name: build
+        run: |
+          # (Recommended) Create a new conda environment
+          conda create -n bitnet-cpp python=3.9
+          conda activate bitnet-cpp
+          pip install -r requirements.txt
+          # Manually download the model and run with local path
+          huggingface-cli download microsoft/BitNet-b1.58-2B-4T-gguf --local-dir models/BitNet-b1.58-2B-4T
+          python setup_env.py -md models/BitNet-b1.58-2B-4T -q i2_s

From 84b3593a1afdf2ee52c69c6bbc6e16c682907cfe Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 15:49:33 +0300
Subject: [PATCH 08/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 38a039f6..63c38964 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -22,13 +22,10 @@ jobs:
         with:
           miniforge-version: latest
       - name: Check ARM
-        shell: bash -el {0}
+        shell: bash
         run: |
           conda install -y python
           python -c "import platform; assert platform.machine() == 'aarch64', platform.machine()"
-      
-      - name: build
-        run: |
           # (Recommended) Create a new conda environment
           conda create -n bitnet-cpp python=3.9
           conda activate bitnet-cpp

From 0797990a955ec98efa305956467e14c267bd5db3 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 15:51:42 +0300
Subject: [PATCH 09/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 13 +++++++++----
 1 file changed, 9 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 63c38964..c0411c1d 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -16,11 +16,16 @@ jobs:
         os: ["ubuntu-24.04-arm"]
     steps:
       - uses: actions/checkout@v4
-      - uses: ./
-        id: setup-miniconda
-        continue-on-error: true
+      - uses: conda-incubator/setup-miniconda@v3
         with:
-          miniforge-version: latest
+          auto-update-conda: true
+          python-version: ${{ matrix.python-version }}
+      - name: Conda info
+        shell: bash
+        run: conda info
+      - name: Conda list
+        shell: pwsh
+        run: conda list
       - name: Check ARM
         shell: bash
         run: |

From c2f43c2ee3e412811105f3572c2b31b113eaabe3 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 15:52:28 +0300
Subject: [PATCH 10/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index c0411c1d..04612130 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -19,7 +19,7 @@ jobs:
       - uses: conda-incubator/setup-miniconda@v3
         with:
           auto-update-conda: true
-          python-version: ${{ matrix.python-version }}
+          python-version: 3.11
       - name: Conda info
         shell: bash
         run: conda info

From d2d978ce6380362cfb7aa2fdcf1e2effea102501 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 15:53:30 +0300
Subject: [PATCH 11/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 04612130..8ca1c4ec 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -13,13 +13,13 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: ["ubuntu-24.04-arm"]
+        os: ["ubuntu-24.04-arm", "ubuntu-latest","windows-latest"]
     steps:
       - uses: actions/checkout@v4
       - uses: conda-incubator/setup-miniconda@v3
         with:
           auto-update-conda: true
-          python-version: 3.11
+          python-version: 3.9
       - name: Conda info
         shell: bash
         run: conda info

From 2ecdba7459925dc96556fc140926b4df62068462 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 16:02:09 +0300
Subject: [PATCH 12/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 8ca1c4ec..585d298d 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -33,6 +33,7 @@ jobs:
           python -c "import platform; assert platform.machine() == 'aarch64', platform.machine()"
           # (Recommended) Create a new conda environment
           conda create -n bitnet-cpp python=3.9
+          conda init
           conda activate bitnet-cpp
           pip install -r requirements.txt
           # Manually download the model and run with local path

From e8b1e4936e337742349312f698f3c4386990fb9b Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 16:06:36 +0300
Subject: [PATCH 13/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 585d298d..bba24fc3 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -26,11 +26,9 @@ jobs:
       - name: Conda list
         shell: pwsh
         run: conda list
-      - name: Check ARM
+      - name: install all
         shell: bash
         run: |
-          conda install -y python
-          python -c "import platform; assert platform.machine() == 'aarch64', platform.machine()"
           # (Recommended) Create a new conda environment
           conda create -n bitnet-cpp python=3.9
           conda init

From d33cfbcdacbaa861b379d0112b4260f8c45eca9b Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 16:08:09 +0300
Subject: [PATCH 14/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 8 +-------
 1 file changed, 1 insertion(+), 7 deletions(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index bba24fc3..5f912c76 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -20,18 +20,12 @@ jobs:
         with:
           auto-update-conda: true
           python-version: 3.9
-      - name: Conda info
-        shell: bash
-        run: conda info
-      - name: Conda list
-        shell: pwsh
-        run: conda list
       - name: install all
         shell: bash
         run: |
+          conda deactivate
           # (Recommended) Create a new conda environment
           conda create -n bitnet-cpp python=3.9
-          conda init
           conda activate bitnet-cpp
           pip install -r requirements.txt
           # Manually download the model and run with local path

From b40a11f31f191495ae21af3dc3e0cdf20b9bc007 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 16:09:14 +0300
Subject: [PATCH 15/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 5f912c76..5cc196ef 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -23,6 +23,7 @@ jobs:
       - name: install all
         shell: bash
         run: |
+          conda init
           conda deactivate
           # (Recommended) Create a new conda environment
           conda create -n bitnet-cpp python=3.9

From 20492d0a0861126f288058f713d3b917622e5da3 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 16:12:47 +0300
Subject: [PATCH 16/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 5cc196ef..0a0d13a6 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -21,7 +21,7 @@ jobs:
           auto-update-conda: true
           python-version: 3.9
       - name: install all
-        shell: bash
+        shell: bash -el {0}
         run: |
           conda init
           conda deactivate

From c0b99bca318ec9af206458b677d0925379d15db1 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 16:17:36 +0300
Subject: [PATCH 17/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 0a0d13a6..a3fe6fc9 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -23,12 +23,8 @@ jobs:
       - name: install all
         shell: bash -el {0}
         run: |
-          conda init
-          conda deactivate
-          # (Recommended) Create a new conda environment
           conda create -n bitnet-cpp python=3.9
           conda activate bitnet-cpp
           pip install -r requirements.txt
-          # Manually download the model and run with local path
           huggingface-cli download microsoft/BitNet-b1.58-2B-4T-gguf --local-dir models/BitNet-b1.58-2B-4T
           python setup_env.py -md models/BitNet-b1.58-2B-4T -q i2_s

From 2aede2a7883b0867ea818749063795f0b1915978 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 16:19:33 +0300
Subject: [PATCH 18/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index a3fe6fc9..87ab2876 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -16,6 +16,10 @@ jobs:
         os: ["ubuntu-24.04-arm", "ubuntu-latest","windows-latest"]
     steps:
       - uses: actions/checkout@v4
+      - run: |
+          cd ..
+          git clone --recursive https://github.com/microsoft/BitNet.git
+          cd BitNet
       - uses: conda-incubator/setup-miniconda@v3
         with:
           auto-update-conda: true

From 211e6a49edd7ca5679712494140ba55b8663ea50 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 16:22:09 +0300
Subject: [PATCH 19/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 2 --
 1 file changed, 2 deletions(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 87ab2876..144ee4a6 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -15,9 +15,7 @@ jobs:
       matrix:
         os: ["ubuntu-24.04-arm", "ubuntu-latest","windows-latest"]
     steps:
-      - uses: actions/checkout@v4
       - run: |
-          cd ..
           git clone --recursive https://github.com/microsoft/BitNet.git
           cd BitNet
       - uses: conda-incubator/setup-miniconda@v3

From ed8168db6d48fcf01e2923d57c3a2d0b6c335ead Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 16:33:36 +0300
Subject: [PATCH 20/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 144ee4a6..0ba43b80 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -15,9 +15,9 @@ jobs:
       matrix:
         os: ["ubuntu-24.04-arm", "ubuntu-latest","windows-latest"]
     steps:
-      - run: |
-          git clone --recursive https://github.com/microsoft/BitNet.git
-          cd BitNet
+      - uses: actions/checkout@v4
+        with:
+          submodules: recursive
       - uses: conda-incubator/setup-miniconda@v3
         with:
           auto-update-conda: true

From 9ba0b99fb7c5d88a7295d22f315360e13b31b3aa Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 16:40:16 +0300
Subject: [PATCH 21/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 0ba43b80..1615ebcf 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -13,7 +13,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: ["ubuntu-24.04-arm", "ubuntu-latest","windows-latest"]
+        os: ["ubuntu-24.04-arm", "ubuntu-latest","windows-latest", "macos-latest"]
     steps:
       - uses: actions/checkout@v4
         with:

From 5eeea3052205587cad15bb68b80a4d26c3b2b440 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 16:42:49 +0300
Subject: [PATCH 22/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 1615ebcf..d7a4d1c5 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -30,3 +30,5 @@ jobs:
           pip install -r requirements.txt
           huggingface-cli download microsoft/BitNet-b1.58-2B-4T-gguf --local-dir models/BitNet-b1.58-2B-4T
           python setup_env.py -md models/BitNet-b1.58-2B-4T -q i2_s
+      - name: test
+        run: python run_inference.py -m models/BitNet-b1.58-2B-4T/ggml-model-i2_s.gguf -p "you are a science educator. what is the sun?"

From 090b8ccbcc7d0f853eb78f3482baf9b352ee9d46 Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 16:45:19 +0300
Subject: [PATCH 23/25] Update c-cpp.yml

---
 .github/workflows/c-cpp.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index d7a4d1c5..7f5314ba 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -13,7 +13,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: ["ubuntu-24.04-arm", "ubuntu-latest","windows-latest", "macos-latest"]
+        os: ["ubuntu-24.04-arm", "ubuntu-latest","macos-latest"]
     steps:
       - uses: actions/checkout@v4
         with:

From dd31f60ce346d1f562cfb86a9f3308f03417dd9b Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 17:02:13 +0300
Subject: [PATCH 24/25] Update and rename c-cpp.yml to
 test-installation-instructions.yml

---
 ...cpp.yml => test-installation-instructions.yml} | 15 +++++++++------
 1 file changed, 9 insertions(+), 6 deletions(-)
 rename .github/workflows/{c-cpp.yml => test-installation-instructions.yml} (77%)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/test-installation-instructions.yml
similarity index 77%
rename from .github/workflows/c-cpp.yml
rename to .github/workflows/test-installation-instructions.yml
index 7f5314ba..086903f1 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/test-installation-instructions.yml
@@ -1,4 +1,4 @@
-name: C/C++ CI
+name: Test installation instructions
 
 on:
   push:
@@ -7,8 +7,8 @@ on:
     branches: [ "main" ]
 
 jobs:
-  build:
-    name: Ex15 (os=${{ matrix.os }})
+  install:
+    name: install on (os=${{ matrix.os }})
     runs-on: ${{ matrix.os }}
     strategy:
       fail-fast: false
@@ -22,13 +22,16 @@ jobs:
         with:
           auto-update-conda: true
           python-version: 3.9
-      - name: install all
+      - name: conda setup
         shell: bash -el {0}
         run: |
           conda create -n bitnet-cpp python=3.9
           conda activate bitnet-cpp
+      - name: setup env
+        run: |
           pip install -r requirements.txt
           huggingface-cli download microsoft/BitNet-b1.58-2B-4T-gguf --local-dir models/BitNet-b1.58-2B-4T
           python setup_env.py -md models/BitNet-b1.58-2B-4T -q i2_s
-      - name: test
-        run: python run_inference.py -m models/BitNet-b1.58-2B-4T/ggml-model-i2_s.gguf -p "you are a science educator. what is the sun?"
+      
+      - name: run
+        run: python run_inference.py -m models/BitNet-b1.58-2B-4T/ggml-model-i2_s.gguf -p "you are a helpful assistant. what is the sun?"

From 90f46f6cfd13e46e5ce9b2eb70ef4d12aafcf8ff Mon Sep 17 00:00:00 2001
From: Michael Salaverry <barakplasma@gmail.com>
Date: Tue, 13 May 2025 17:06:53 +0300
Subject: [PATCH 25/25] Update test-installation-instructions.yml

---
 .github/workflows/test-installation-instructions.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.github/workflows/test-installation-instructions.yml b/.github/workflows/test-installation-instructions.yml
index 086903f1..2f91f34b 100644
--- a/.github/workflows/test-installation-instructions.yml
+++ b/.github/workflows/test-installation-instructions.yml
@@ -28,10 +28,12 @@ jobs:
           conda create -n bitnet-cpp python=3.9
           conda activate bitnet-cpp
       - name: setup env
+        shell: bash -el {0}
         run: |
           pip install -r requirements.txt
           huggingface-cli download microsoft/BitNet-b1.58-2B-4T-gguf --local-dir models/BitNet-b1.58-2B-4T
           python setup_env.py -md models/BitNet-b1.58-2B-4T -q i2_s
       
       - name: run
+        shell: bash -el {0}
         run: python run_inference.py -m models/BitNet-b1.58-2B-4T/ggml-model-i2_s.gguf -p "you are a helpful assistant. what is the sun?"