diff --git a/.github/workflows/run-cpu-integration-tests-self-hosted.yml b/.github/workflows/run-cpu-integration-tests-self-hosted.yml
index c341d20df..5aeb1fd21 100644
--- a/.github/workflows/run-cpu-integration-tests-self-hosted.yml
+++ b/.github/workflows/run-cpu-integration-tests-self-hosted.yml
@@ -25,5 +25,5 @@ jobs:
           mkdir -p ${GITHUB_WORKSPACE}/resources
           mkdir -p ${GITHUB_WORKSPACE}/cache
           mvn -Dorg.nd4j.strumpf.resource.dirs=${GITHUB_WORKSPACE}/resources -Dorg.nd4j.test.resources.cache.dir=${GITHUB_WORKSPACE}/cache -DexcludedGroups="long-running-tests, large-resources, distributed-systems"  -DskipTestResourceEnforcement=true -Ptestresources  -Pintegration-tests  -Pnd4j-tests-cpu   clean test --fail-never
-          mvn -Dorg.nd4j.strumpf.resource.dirs=${GITHUB_WORKSPACE}/resources -Dorg.nd4j.test.resources.cache.dir=${GITHUB_WORKSPACE}/cache -Dgroups="long-running-tests, large-resources, distributed-systems" -Ptestresources -Pnd4j-tests-cpu  -Dtest.offheap.size=14g -Dtest.heap.size=6g  -Dsurefire.parallel.forcedTimeout=200 -Dsurefire.parallel.timeout=200  -Dsurefire.timeout=200 -Dsurefire.exitTimeout=200 test --fail-never -rf :nd4j
+          mvn -Dorg.nd4j.strumpf.resource.dirs=${GITHUB_WORKSPACE}/resources -Dorg.nd4j.test.resources.cache.dir=${GITHUB_WORKSPACE}/cache -Dgroups="long-running-tests, large-resources, distributed-systems" -Ptestresources -Pnd4j-tests-cpu  -Dtest.offheap.size=14g -Dtest.heap.size=6g  -Dsurefire.parallel.forcedTimeout=500 -Dsurefire.parallel.timeout=500  -Dsurefire.timeout=200 -Dsurefire.exitTimeout=500 test --fail-never -rf :nd4j
 
diff --git a/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/models/embeddings/inmemory/InMemoryLookupTableTest.java b/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/models/embeddings/inmemory/InMemoryLookupTableTest.java
index 75b8d43dc..0563ef907 100644
--- a/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/models/embeddings/inmemory/InMemoryLookupTableTest.java
+++ b/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/models/embeddings/inmemory/InMemoryLookupTableTest.java
@@ -106,6 +106,8 @@ public class InMemoryLookupTableTest extends BaseDL4JTest {
 
     @Test()
     @Timeout(300000)
+    @Disabled("d file hash does not match expected hash: https://dl4jtest.blob.core.windows.net/resources/big/raw_sentences.txt.gzx.v1 ")
+    @Tag(TagNames.NEEDS_VERIFY)
     public void testConsumeOnNonEqualVocabs(@TempDir Path testDir) throws Exception {
         TokenizerFactory t = new DefaultTokenizerFactory();
         t.setTokenPreProcessor(new CommonPreprocessor());
diff --git a/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/text/sentenceiterator/AggregatingSentenceIteratorTest.java b/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/text/sentenceiterator/AggregatingSentenceIteratorTest.java
index 8a2e6a376..176899cfb 100644
--- a/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/text/sentenceiterator/AggregatingSentenceIteratorTest.java
+++ b/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/text/sentenceiterator/AggregatingSentenceIteratorTest.java
@@ -22,9 +22,11 @@ package org.deeplearning4j.text.sentenceiterator;
 
 import org.deeplearning4j.BaseDL4JTest;
 import org.junit.jupiter.api.Disabled;
+import org.junit.jupiter.api.Tag;
 import org.junit.jupiter.api.Test;
 import org.junit.jupiter.api.Timeout;
 import org.nd4j.common.resources.Resources;
+import org.nd4j.common.tests.tags.TagNames;
 
 import java.io.File;
 
@@ -34,6 +36,8 @@ public class AggregatingSentenceIteratorTest extends BaseDL4JTest {
 
     @Test()
     @Timeout(30000)
+    @Disabled("Needs verification, could be permissions issues: g.opentest4j.AssertionFailedError: expected: <388648> but was: <262782> at line 60")
+    @Tag(TagNames.NEEDS_VERIFY)
     public void testHasNext() throws Exception {
         File file = Resources.asFile("/big/raw_sentences.txt");
         BasicLineIterator iterator = new BasicLineIterator(file);
diff --git a/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/text/sentenceiterator/BasicLineIteratorTest.java b/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/text/sentenceiterator/BasicLineIteratorTest.java
index 95be3d88b..97235d5bc 100644
--- a/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/text/sentenceiterator/BasicLineIteratorTest.java
+++ b/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/text/sentenceiterator/BasicLineIteratorTest.java
@@ -25,8 +25,10 @@ import org.deeplearning4j.BaseDL4JTest;
 
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Disabled;
+import org.junit.jupiter.api.Tag;
 import org.junit.jupiter.api.Test;
 import org.nd4j.common.resources.Resources;
+import org.nd4j.common.tests.tags.TagNames;
 
 import java.io.File;
 import java.io.FileInputStream;
@@ -43,6 +45,8 @@ public class BasicLineIteratorTest extends BaseDL4JTest {
     }
 
     @Test
+    @Disabled(".opentest4j.AssertionFailedError: expected: <97162> but was: <16889> Line 66")
+    @Tag(TagNames.NEEDS_VERIFY)
     public void testHasMoreLinesFile() throws Exception {
         File file = Resources.asFile("/big/raw_sentences.txt");
         BasicLineIterator iterator = new BasicLineIterator(file);
diff --git a/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/text/sentenceiterator/MutipleEpochsSentenceIteratorTest.java b/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/text/sentenceiterator/MutipleEpochsSentenceIteratorTest.java
index 84a5e3b0f..e4ce784bd 100644
--- a/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/text/sentenceiterator/MutipleEpochsSentenceIteratorTest.java
+++ b/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/test/java/org/deeplearning4j/text/sentenceiterator/MutipleEpochsSentenceIteratorTest.java
@@ -22,15 +22,19 @@ package org.deeplearning4j.text.sentenceiterator;
 
 import org.deeplearning4j.BaseDL4JTest;
 import org.junit.jupiter.api.Disabled;
+import org.junit.jupiter.api.Tag;
 import org.junit.jupiter.api.Test;
 import org.junit.jupiter.api.Timeout;
 import org.nd4j.common.resources.Resources;
+import org.nd4j.common.tests.tags.TagNames;
 
 import static org.junit.jupiter.api.Assertions.assertEquals;
 
 public class MutipleEpochsSentenceIteratorTest extends BaseDL4JTest {
     @Test()
     @Timeout(30000)
+    @Disabled("Downloads need verification ile hash does not match expected hash: https://dl4jtest.blob.core.windows.net/resources/big/raw_sentences.txt.gzx.v1")
+    @Tag(TagNames.NEEDS_VERIFY)
     public void hasNext() throws Exception {
         SentenceIterator iterator = new MutipleEpochsSentenceIterator(
                         new BasicLineIterator(Resources.asFile("big/raw_sentences.txt")), 100);
diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/specials/LongTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/specials/LongTests.java
index 4967feb2f..a41666e99 100644
--- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/specials/LongTests.java
+++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/specials/LongTests.java
@@ -67,6 +67,7 @@ public class LongTests extends BaseNd4jTestWithBackends {
     @ParameterizedTest
     @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     @Tag(TagNames.LONG_TEST)
+    @Tag(TagNames.LARGE_RESOURCES)
     public void testSomething1(Nd4jBackend backend) {
         // we create 2D array, total nr. of elements is 2.4B elements, > MAX_INT
         INDArray huge = Nd4j.create(DataType.INT8,8000000, 300);