diff --git a/.github/checksum_checker.sh b/.github/checksum_checker.sh
new file mode 100644
index 000000000000..da02ef3bd1f0
--- /dev/null
+++ b/.github/checksum_checker.sh
@@ -0,0 +1,97 @@
+#!/bin/bash
+set -euxo pipefail
+# This scripts needs yq and huggingface_hub to be installed
+# to install hugingface_hub run pip install huggingface_hub
+
+# Path to the input YAML file
+input_yaml=$1
+
+# Function to download file and check checksum using Python
+function check_and_update_checksum() {
+    model_name="$1"
+    file_name="$2"
+    uri="$3"
+    old_checksum="$4"
+    idx="$5"
+
+    # Download the file and calculate new checksum using Python
+    new_checksum=$(python3 -c "
+import hashlib
+from huggingface_hub import hf_hub_download
+import requests
+import sys
+import os
+
+uri = '$uri'
+file_name = '$file_name'
+
+# Function to parse the URI and determine download method
+# Function to parse the URI and determine download method
+def parse_uri(uri):
+    if uri.startswith('huggingface://'):
+        # Remove the protocol and extract repo id and filename
+        repo_id = uri.split('://')[1]
+        return 'huggingface', repo_id.rsplit('/', 1)[0]
+    elif 'huggingface.co' in uri:
+        # For full URLs to Hugging Face, extract repo and filename before '/resolve/'
+        parts = uri.split('/resolve/')
+        if len(parts) > 1:
+            repo_path = parts[0].split('https://huggingface.co/')[-1]
+            repo_id, file_part = repo_path.rsplit('/', 1)
+            return 'huggingface', (repo_id, file_part)
+    return 'direct', uri
+
+
+def calculate_sha256(file_path):
+    sha256_hash = hashlib.sha256()
+    with open(file_path, 'rb') as f:
+        for byte_block in iter(lambda: f.read(4096), b''):
+            sha256_hash.update(byte_block)
+    return sha256_hash.hexdigest()
+
+download_type, repo_id_or_url = parse_uri(uri)
+
+# Decide download method based on URI type
+if download_type == 'huggingface':
+    file_path = hf_hub_download(repo_id=repo_id_or_url, filename=file_name, use_auth_token=False)
+else:
+    # Direct download for non-Hugging Face URLs
+    response = requests.get(repo_id_or_url)
+    if response.status_code == 200:
+        with open(file_name, 'wb') as f:
+            f.write(response.content)
+        file_path = file_name
+    else:
+        print(f'Error downloading file: {response.status_code}', file=sys.stderr)
+        sys.exit(1)
+
+print(calculate_sha256(file_path))
+# Clean up the downloaded file
+os.remove(file_path)
+")
+
+    # Compare and update the YAML file if checksums do not match
+    if [[ "$old_checksum" != "$new_checksum" ]]; then
+        echo "Checksum mismatch for $file_name. Updating..."
+        yq eval -i "del(.[$idx].files[] | select(.filename == \"$file_name\").sha256)" "$input_yaml"
+        yq eval -i "(.[$idx].files[] | select(.filename == \"$file_name\")).sha256 = \"$new_checksum\"" "$input_yaml"
+    else
+        echo "Checksum match for $file_name. No update needed."
+    fi
+}
+
+# Read the YAML and process each file
+len=$(yq eval '. | length' "$input_yaml")
+for ((i=0; i<$len; i++))
+do
+    name=$(yq eval ".[$i].name" "$input_yaml")
+    files_len=$(yq eval ".[$i].files | length" "$input_yaml")
+    for ((j=0; j<$files_len; j++))
+    do
+        filename=$(yq eval ".[$i].files[$j].filename" "$input_yaml")
+        uri=$(yq eval ".[$i].files[$j].uri" "$input_yaml")
+        checksum=$(yq eval ".[$i].files[$j].sha256" "$input_yaml")
+        echo "Checking model $name, file $filename. URI = $uri, Checksum = $checksum"
+        check_and_update_checksum "$name" "$filename" "$uri" "$checksum" "$i"
+    done
+done
diff --git a/.github/workflows/checksum_checker.yaml b/.github/workflows/checksum_checker.yaml
new file mode 100644
index 000000000000..e177def5cdf7
--- /dev/null
+++ b/.github/workflows/checksum_checker.yaml
@@ -0,0 +1,29 @@
+name: Check if checksums are up-to-date
+on:
+  schedule:
+    - cron: 0 20 * * *
+  workflow_dispatch:
+jobs:
+  checksum_check:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Install dependencies
+        run: |
+          pip install huggingface_hub
+          # yq
+          VERSION=v4.43.1 BINARY=yq_linux_amd64 wget https://github.com/mikefarah/yq/releases/download/${VERSION}/${BINARY}.tar.gz -O - |\
+          tar xz && sudo mv ${BINARY} /usr/bin/yq
+      - name: Checksum checker 🔧
+        run: |
+          bash .github/checksum_checker.sh gallery/index.yaml
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@v6
+        with:
+          token: ${{ secrets.UPDATE_BOT_TOKEN }}
+          push-to-fork: ci-forks/LocalAI
+          commit-message: ':arrow_up: Checksum updates in gallery/index.yaml'
+          title: 'models(gallery): :arrow_up: update checksum'
+          branch: "update/checksum"
+          body: Updating checksums in gallery/index.yaml
+          signoff: true
\ No newline at end of file