diff --git a/mcli/mcli-openai-eval.yaml b/mcli/mcli-openai-eval.yaml
index 179b078fb6..dbccee83ba 100644
--- a/mcli/mcli-openai-eval.yaml
+++ b/mcli/mcli-openai-eval.yaml
@@ -12,8 +12,8 @@ command: |
 
 # Mosaic Cloud will use run_name (with a unique suffix) to populate the env var $RUN_NAME
 run_name: openai-eval
-# gpu_num: #
-# gpu_type: #
+gpu_num: #
+gpu_type: #
 cluster: # replace with your cluster here!
 
 image: mosaicml/llm-foundry:2.1.0_cu121_flash2-latest
@@ -25,41 +25,22 @@ parameters:
   device_eval_batch_size: 4
   models:
   -
-    model_name: openai/davinci
-    model:
-      name: openai_causal_lm
-      version: davinci
-    tokenizer:
-      name: openai
-      kwargs:
-        name: davinci
-  -
-    model_name: openai/ada
-    model:
-      name: openai_causal_lm
-      version: ada
-    tokenizer:
-      name: openai
-      kwargs:
-        name: ada
-  -
-    model_name: openai/gpt-4
+    model_name: openai/gpt-3.5-turbo
     model:
       name: openai_chat
-      version: gpt-4
+      version: gpt-3.5-turbo
     tokenizer:
-      name: openai
+      name: tiktoken
       kwargs:
-        name: gpt-4
+        model_name: gpt-3.5-turbo
   -
-    model_name: openai/gpt-3.5-turbo
+    model_name: openai/davinci
     model:
-      name: openai_chat
-      version: gpt-3.5-turbo
+      name: openai_causal_lm
+      version: davinci
     tokenizer:
-      name: openai
+      name: tiktoken
       kwargs:
-        name: gpt-3.5-turbo
+        model_name: davinci
 
-  icl_tasks: 'eval/yamls/lm_tasks.yaml'
-  eval_gauntlet: 'eval/yamls/eval_gauntlet.yaml'
+  icl_tasks: 'eval/yamls/lm_tasks_v0.2.yaml'