diff --git a/sdk/python/responsible-ai/text/responsibleaidashboard-multilabel-text-classification-covid-events.ipynb b/sdk/python/responsible-ai/text/responsibleaidashboard-multilabel-text-classification-covid-events.ipynb
index fd1a0183f28..027056b6985 100644
--- a/sdk/python/responsible-ai/text/responsibleaidashboard-multilabel-text-classification-covid-events.ipynb
+++ b/sdk/python/responsible-ai/text/responsibleaidashboard-multilabel-text-classification-covid-events.ipynb
@@ -57,7 +57,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "version_string = \"0.0.7\""
+    "version_string = \"0.0.8\""
    ]
   },
   {
@@ -95,7 +95,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "rai_example_version_string = \"8\""
+    "rai_example_version_string = \"9\""
    ]
   },
   {
@@ -595,7 +595,7 @@
     "  model_output_path:\n",
     "    type: path\n",
     "code: ./covid19_events_component_src/\n",
-    "environment: azureml://registries/azureml/environments/responsibleai-text-ubuntu20.04-py38-cpu/versions/16\n",
+    "environment: azureml://registries/azureml/environments/responsibleai-text-ubuntu20.04-py38-cpu/versions/24\n",
     "command: >-\n",
     "  python training_script.py\n",
     "  --model_base_name ${{{{inputs.model_base_name}}}}\n",
diff --git a/sdk/python/responsible-ai/text/responsibleaidashboard-text-classification-DBPedia.ipynb b/sdk/python/responsible-ai/text/responsibleaidashboard-text-classification-DBPedia.ipynb
index 69998b83aee..313c914b957 100644
--- a/sdk/python/responsible-ai/text/responsibleaidashboard-text-classification-DBPedia.ipynb
+++ b/sdk/python/responsible-ai/text/responsibleaidashboard-text-classification-DBPedia.ipynb
@@ -47,7 +47,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "version_string = \"0.0.7\""
+    "version_string = \"0.0.8\""
    ]
   },
   {
@@ -85,7 +85,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "rai_example_version_string = \"8\""
+    "rai_example_version_string = \"9\""
    ]
   },
   {
@@ -576,7 +576,7 @@
     "  model_output_path:\n",
     "    type: path\n",
     "code: ./dbpedia_component_src/\n",
-    "environment: azureml://registries/azureml/environments/responsibleai-text-ubuntu20.04-py38-cpu/versions/16\n",
+    "environment: azureml://registries/azureml/environments/responsibleai-text-ubuntu20.04-py38-cpu/versions/24\n",
     "command: >-\n",
     "  python training_script.py\n",
     "  --model_base_name ${{{{inputs.model_base_name}}}}\n",
diff --git a/sdk/python/responsible-ai/text/responsibleaidashboard-text-classification-blbooksgenre.ipynb b/sdk/python/responsible-ai/text/responsibleaidashboard-text-classification-blbooksgenre.ipynb
index 3747f198cf9..270101fadfb 100644
--- a/sdk/python/responsible-ai/text/responsibleaidashboard-text-classification-blbooksgenre.ipynb
+++ b/sdk/python/responsible-ai/text/responsibleaidashboard-text-classification-blbooksgenre.ipynb
@@ -31,9 +31,7 @@
    "source": [
     "%pip install datasets\n",
     "%pip install ml-wrappers\n",
-    "%pip install \"pandas<2.0.0\"\n",
-    "%pip install \"mlflow<2.3,>=2.1\"\n",
-    "%pip install azureml-mlflow"
+    "%pip install \"pandas<2.0.0\""
    ]
   },
   {
@@ -52,7 +50,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "version_string = \"0.0.7\""
+    "version_string = \"0.0.8\""
    ]
   },
   {
@@ -90,7 +88,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "rai_example_version_string = \"20\""
+    "rai_example_version_string = \"21\""
    ]
   },
   {
@@ -569,7 +567,7 @@
     "  model_output_path:\n",
     "    type: path\n",
     "code: ./blbooksgenre_component_src/\n",
-    "environment: azureml://registries/azureml/environments/responsibleai-text-ubuntu20.04-py38-cpu/versions/21\n",
+    "environment: azureml://registries/azureml/environments/responsibleai-text-ubuntu20.04-py38-cpu/versions/24\n",
     "command: >-\n",
     "  python training_script.py\n",
     "  --model_base_name ${{{{inputs.model_base_name}}}}\n",
diff --git a/sdk/python/responsible-ai/vision/responsibleaidashboard-automl-image-classification-fridge.ipynb b/sdk/python/responsible-ai/vision/responsibleaidashboard-automl-image-classification-fridge.ipynb
index 7dd03a9b3e3..7b0f5a8008e 100644
--- a/sdk/python/responsible-ai/vision/responsibleaidashboard-automl-image-classification-fridge.ipynb
+++ b/sdk/python/responsible-ai/vision/responsibleaidashboard-automl-image-classification-fridge.ipynb
@@ -19,7 +19,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "version_string = \"0.0.7\""
+    "version_string = \"0.0.8\""
    ]
   },
   {
@@ -57,7 +57,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "rai_example_version_string = \"50\""
+    "rai_example_version_string = \"51\""
    ]
   },
   {
diff --git a/sdk/python/responsible-ai/vision/responsibleaidashboard-image-classification-fridge.ipynb b/sdk/python/responsible-ai/vision/responsibleaidashboard-image-classification-fridge.ipynb
index ede1152bb29..cf4004a534f 100644
--- a/sdk/python/responsible-ai/vision/responsibleaidashboard-image-classification-fridge.ipynb
+++ b/sdk/python/responsible-ai/vision/responsibleaidashboard-image-classification-fridge.ipynb
@@ -20,7 +20,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "version_string = \"0.0.7\""
+    "version_string = \"0.0.8\""
    ]
   },
   {
@@ -58,7 +58,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "rai_example_version_string = \"8\""
+    "rai_example_version_string = \"9\""
    ]
   },
   {
@@ -505,7 +505,7 @@
     "  model_output_path:\n",
     "    type: path\n",
     "code: ./fridge_component_src/\n",
-    "environment: azureml://registries/azureml/environments/responsibleai-vision-ubuntu20.04-py38-cpu/versions/17\n",
+    "environment: azureml://registries/azureml/environments/responsibleai-vision-ubuntu20.04-py38-cpu/versions/24\n",
     "command: >-\n",
     "  python training_script.py\n",
     "  --model_base_name ${{{{inputs.model_base_name}}}}\n",
diff --git a/sdk/python/responsible-ai/vision/responsibleaidashboard-image-multilabel-classification-fridge.ipynb b/sdk/python/responsible-ai/vision/responsibleaidashboard-image-multilabel-classification-fridge.ipynb
index 7c078f1b620..65e317d72f2 100644
--- a/sdk/python/responsible-ai/vision/responsibleaidashboard-image-multilabel-classification-fridge.ipynb
+++ b/sdk/python/responsible-ai/vision/responsibleaidashboard-image-multilabel-classification-fridge.ipynb
@@ -20,7 +20,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "version_string = \"0.0.7\""
+    "version_string = \"0.0.8\""
    ]
   },
   {
@@ -58,7 +58,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "rai_example_version_string = \"9\""
+    "rai_example_version_string = \"10\""
    ]
   },
   {
@@ -509,7 +509,7 @@
     "  model_output_path:\n",
     "    type: path\n",
     "code: ./fridge_component_src/\n",
-    "environment: azureml://registries/azureml/environments/responsibleai-vision-ubuntu20.04-py38-cpu/versions/17\n",
+    "environment: azureml://registries/azureml/environments/responsibleai-vision-ubuntu20.04-py38-cpu/versions/24\n",
     "command: >-\n",
     "  python training_script.py\n",
     "  --model_base_name ${{{{inputs.model_base_name}}}}\n",
diff --git a/sdk/python/responsible-ai/vision/responsibleaidashboard-object-detection-MSCOCO.ipynb b/sdk/python/responsible-ai/vision/responsibleaidashboard-object-detection-MSCOCO.ipynb
index 917804a8f3d..19b428531df 100644
--- a/sdk/python/responsible-ai/vision/responsibleaidashboard-object-detection-MSCOCO.ipynb
+++ b/sdk/python/responsible-ai/vision/responsibleaidashboard-object-detection-MSCOCO.ipynb
@@ -18,9 +18,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "version_string = \"0.0.7\"\n",
+    "version_string = \"0.0.8\"\n",
     "compute_name = \"cpucluster\"\n",
-    "rai_example_version_string = \"6\""
+    "rai_example_version_string = \"7\""
    ]
   },
   {
@@ -64,7 +64,7 @@
     "    urlretrieve(data_url, filename=data_output_path)\n",
     "\n",
     "\n",
-    "annotations = \"msCOCOValExample.jsonl\"\n",
+    "annotations = \"msCOCOValExample7.jsonl\"\n",
     "\n",
     "data_path = \"./dataMSCOCO\"\n",
     "\n",
@@ -436,7 +436,7 @@
     "  model_output_path:\n",
     "    type: path\n",
     "code: ./mscoco_component_src_od_1/\n",
-    "environment: azureml://registries/azureml/environments/responsibleai-vision-ubuntu20.04-py38-cpu/versions/17\n",
+    "environment: azureml://registries/azureml/environments/responsibleai-vision-ubuntu20.04-py38-cpu/versions/24\n",
     "command: >-\n",
     "  python model_script.py\n",
     "  --model_base_name ${{{{inputs.model_base_name}}}}\n",
@@ -649,6 +649,8 @@
     "        classes=classes,\n",
     "        model_type=\"pytorch\",\n",
     "        enable_error_analysis=False,\n",
+    "        num_masks=100,\n",
+    "        mask_res=4,\n",
     "    )\n",
     "    rai_image_job.set_limits(timeout=120)\n",
     "\n",