diff --git a/configs/Phi-3-mini-4k-instruct/infra/provision/finetuning.parameters.json b/configs/Phi-3-mini-4k-instruct/infra/provision/finetuning.parameters.json
index 851f4db..fd4019d 100644
--- a/configs/Phi-3-mini-4k-instruct/infra/provision/finetuning.parameters.json
+++ b/configs/Phi-3-mini-4k-instruct/infra/provision/finetuning.parameters.json
@@ -12,7 +12,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "timeout": {
       "value": 10800
diff --git a/configs/Phi-3-mini-4k-instruct/infra/provision/inference.parameters.json b/configs/Phi-3-mini-4k-instruct/infra/provision/inference.parameters.json
index a0c419d..73b2076 100644
--- a/configs/Phi-3-mini-4k-instruct/infra/provision/inference.parameters.json
+++ b/configs/Phi-3-mini-4k-instruct/infra/provision/inference.parameters.json
@@ -11,7 +11,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "location": {
       "value": null
diff --git a/configs/llama-v2-7b/infra/provision/finetuning.parameters.json b/configs/llama-v2-7b/infra/provision/finetuning.parameters.json
index a5681d6..d3f569c 100644
--- a/configs/llama-v2-7b/infra/provision/finetuning.parameters.json
+++ b/configs/llama-v2-7b/infra/provision/finetuning.parameters.json
@@ -12,7 +12,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "timeout": {
       "value": 10800
diff --git a/configs/llama-v2-7b/infra/provision/inference.parameters.json b/configs/llama-v2-7b/infra/provision/inference.parameters.json
index a0c419d..73b2076 100644
--- a/configs/llama-v2-7b/infra/provision/inference.parameters.json
+++ b/configs/llama-v2-7b/infra/provision/inference.parameters.json
@@ -11,7 +11,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "location": {
       "value": null
diff --git a/configs/llama-v3-8b/infra/provision/finetuning.parameters.json b/configs/llama-v3-8b/infra/provision/finetuning.parameters.json
index 2310573..2dddb94 100644
--- a/configs/llama-v3-8b/infra/provision/finetuning.parameters.json
+++ b/configs/llama-v3-8b/infra/provision/finetuning.parameters.json
@@ -12,7 +12,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "timeout": {
       "value": 10800
diff --git a/configs/llama-v3-8b/infra/provision/inference.parameters.json b/configs/llama-v3-8b/infra/provision/inference.parameters.json
index a0c419d..73b2076 100644
--- a/configs/llama-v3-8b/infra/provision/inference.parameters.json
+++ b/configs/llama-v3-8b/infra/provision/inference.parameters.json
@@ -11,7 +11,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "location": {
       "value": null
diff --git a/configs/mistral-7b-v02/infra/provision/finetuning.parameters.json b/configs/mistral-7b-v02/infra/provision/finetuning.parameters.json
index 300e0a1..6476f35 100644
--- a/configs/mistral-7b-v02/infra/provision/finetuning.parameters.json
+++ b/configs/mistral-7b-v02/infra/provision/finetuning.parameters.json
@@ -12,7 +12,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "location": {
       "value": null
diff --git a/configs/mistral-7b-v02/infra/provision/inference.parameters.json b/configs/mistral-7b-v02/infra/provision/inference.parameters.json
index a0c419d..73b2076 100644
--- a/configs/mistral-7b-v02/infra/provision/inference.parameters.json
+++ b/configs/mistral-7b-v02/infra/provision/inference.parameters.json
@@ -11,7 +11,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "location": {
       "value": null
diff --git a/configs/mistral-7b/infra/provision/finetuning.parameters.json b/configs/mistral-7b/infra/provision/finetuning.parameters.json
index 4c1f50f..b446d9a 100644
--- a/configs/mistral-7b/infra/provision/finetuning.parameters.json
+++ b/configs/mistral-7b/infra/provision/finetuning.parameters.json
@@ -12,7 +12,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "location": {
       "value": null
diff --git a/configs/mistral-7b/infra/provision/inference.parameters.json b/configs/mistral-7b/infra/provision/inference.parameters.json
index a0c419d..73b2076 100644
--- a/configs/mistral-7b/infra/provision/inference.parameters.json
+++ b/configs/mistral-7b/infra/provision/inference.parameters.json
@@ -11,7 +11,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "location": {
       "value": null
diff --git a/configs/phi-1_5/infra/provision/finetuning.parameters.json b/configs/phi-1_5/infra/provision/finetuning.parameters.json
index 8e21ea4..0afc3a7 100644
--- a/configs/phi-1_5/infra/provision/finetuning.parameters.json
+++ b/configs/phi-1_5/infra/provision/finetuning.parameters.json
@@ -12,7 +12,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "timeout": {
       "value": 10800
diff --git a/configs/phi-1_5/infra/provision/inference.parameters.json b/configs/phi-1_5/infra/provision/inference.parameters.json
index 54ab90a..b83dfd1 100644
--- a/configs/phi-1_5/infra/provision/inference.parameters.json
+++ b/configs/phi-1_5/infra/provision/inference.parameters.json
@@ -11,7 +11,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "location": {
       "value": null
diff --git a/configs/phi-2/infra/provision/finetuning.parameters.json b/configs/phi-2/infra/provision/finetuning.parameters.json
index e57bca7..53e2f03 100644
--- a/configs/phi-2/infra/provision/finetuning.parameters.json
+++ b/configs/phi-2/infra/provision/finetuning.parameters.json
@@ -12,7 +12,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "timeout": {
       "value": 10800
diff --git a/configs/phi-2/infra/provision/inference.parameters.json b/configs/phi-2/infra/provision/inference.parameters.json
index 54ab90a..b83dfd1 100644
--- a/configs/phi-2/infra/provision/inference.parameters.json
+++ b/configs/phi-2/infra/provision/inference.parameters.json
@@ -11,7 +11,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "location": {
       "value": null
diff --git a/configs/zephyr-7b-beta/infra/provision/finetuning.parameters.json b/configs/zephyr-7b-beta/infra/provision/finetuning.parameters.json
index df8068a..2bad80f 100644
--- a/configs/zephyr-7b-beta/infra/provision/finetuning.parameters.json
+++ b/configs/zephyr-7b-beta/infra/provision/finetuning.parameters.json
@@ -12,7 +12,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "timeout": {
       "value": 10800
diff --git a/configs/zephyr-7b-beta/infra/provision/inference.parameters.json b/configs/zephyr-7b-beta/infra/provision/inference.parameters.json
index a0c419d..73b2076 100644
--- a/configs/zephyr-7b-beta/infra/provision/inference.parameters.json
+++ b/configs/zephyr-7b-beta/infra/provision/inference.parameters.json
@@ -11,7 +11,7 @@
       ]
     },
     "maximumInstanceCount": {
-      "value": 2
+      "value": 1
     },
     "location": {
       "value": null