diff --git a/HMCL/src/main/java/org/jackhuang/hmcl/upgrade/UpdateChecker.java b/HMCL/src/main/java/org/jackhuang/hmcl/upgrade/UpdateChecker.java
index 1504828d7..7d4fa507c 100644
--- a/HMCL/src/main/java/org/jackhuang/hmcl/upgrade/UpdateChecker.java
+++ b/HMCL/src/main/java/org/jackhuang/hmcl/upgrade/UpdateChecker.java
@@ -112,7 +112,7 @@ public final class UpdateChecker {
                 try {
                     result = checkUpdate(channel, preview);
                     LOG.info("Latest version (" + channel + ", preview=" + preview + ") is " + result);
-                } catch (IOException e) {
+                } catch (Throwable e) {
                     LOG.warning("Failed to check for update", e);
                 }
 
diff --git a/HMCLCore/src/main/java/org/jackhuang/hmcl/task/FetchTask.java b/HMCLCore/src/main/java/org/jackhuang/hmcl/task/FetchTask.java
index 675820e9e..f8c6e7622 100644
--- a/HMCLCore/src/main/java/org/jackhuang/hmcl/task/FetchTask.java
+++ b/HMCLCore/src/main/java/org/jackhuang/hmcl/task/FetchTask.java
@@ -187,7 +187,9 @@ public abstract class FetchTask<T> extends Task<T> {
 
         ArrayList<IOException> exceptions = null;
 
-        for (int retryTime = 0; retryTime < retry; retryTime++) {
+        // If loading the cache fails, the cache should not be loaded again.
+        boolean useCachedResult = true;
+        for (int retryTime = 0, retryLimit = retry; retryTime < retryLimit; retryTime++) {
             if (isCancelled()) {
                 throw new InterruptedException();
             }
@@ -204,7 +206,7 @@ public abstract class FetchTask<T> extends Task<T> {
 
                 LinkedHashMap<String, String> headers = new LinkedHashMap<>();
                 headers.put("accept-encoding", "gzip");
-                if (checkETag)
+                if (useCachedResult && checkETag)
                     headers.putAll(repository.injectConnection(uri));
 
                 do {
@@ -248,7 +250,7 @@ public abstract class FetchTask<T> extends Task<T> {
                 } while (true);
 
                 int responseCode = response.statusCode();
-                if (responseCode == HttpURLConnection.HTTP_NOT_MODIFIED) {
+                if (useCachedResult && responseCode == HttpURLConnection.HTTP_NOT_MODIFIED) {
                     // Handle cache
                     try {
                         Path cache = repository.getCachedRemoteFile(currentURI, false);
@@ -260,9 +262,10 @@ public abstract class FetchTask<T> extends Task<T> {
                     } catch (IOException e) {
                         LOG.warning("Unable to use cached file, redownload " + NetworkUtils.dropQuery(uri), e);
                         repository.removeRemoteEntry(currentURI);
+                        useCachedResult = false;
                         // Now we must reconnect the server since 304 may result in empty content,
                         // if we want to redownload the file, we must reconnect the server without etag settings.
-                        retryTime--;
+                        retryLimit++;
                         continue;
                     }
                 } else if (responseCode / 100 == 4) {