diff --git a/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-google.yaml b/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-google.yaml
index d3b02de8d..74b66a557 100644
--- a/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-google.yaml
+++ b/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-google.yaml
@@ -139,94 +139,76 @@ evaluators:
   ##########################
   # Downstream evaluations #
   ##########################
-  - label: piqa
+  - label: mmlu_stem_mc_5shot
     type: downstream
 
-  - label: hellaswag
+  - label: mmlu_humanities_mc_5shot
     type: downstream
 
-  - label: winogrande
+  - label: mmlu_social_sciences_mc_5shot
     type: downstream
 
-  - label: openbook_qa
+  - label: mmlu_other_mc_5shot
     type: downstream
 
-  - label: boolq
+  - label: arc_challenge_mc_5shot
     type: downstream
 
-  - label: sciq
+  - label: arc_challenge_mc_5shot_bpb
     type: downstream
 
-  - label: arc_easy
+  - label: arc_easy_mc_5shot
     type: downstream
 
-  - label: arc_challenge
+  - label: arc_easy_mc_5shot_bpb
     type: downstream
 
-  - label: copa
+  - label: boolq_mc_5shot
     type: downstream
 
-  #- label: rte
-  #  type: downstream
-
-  #- label: commitment_bank
-  #  type: downstream
-
-  #- label: sst2
-  #  type: downstream
-
-  - label: commonsense_qa
+  - label: boolq_mc_5shot_bpb
     type: downstream
 
-  - label: social_iqa
+  - label: csqa_mc_5shot
     type: downstream
 
-  - label: mmlu_stem_var
+  - label: csqa_mc_5shot_bpb
     type: downstream
 
-  - label: mmlu_humanities_var
+  - label: hellaswag_mc_5shot
     type: downstream
 
-  - label: mmlu_social_sciences_var
+  - label: hellaswag_mc_5shot_bpb
     type: downstream
 
-  - label: mmlu_other_var
+  - label: openbookqa_mc_5shot
     type: downstream
 
-  - label: mmlu_stem_mc_5shot
+  - label: openbookqa_mc_5shot_bpb
     type: downstream
 
-  - label: mmlu_humanities_mc_5shot
+  - label: piqa_mc_5shot
     type: downstream
 
-  - label: mmlu_social_sciences_mc_5shot
+  - label: piqa_mc_5shot_bpb
     type: downstream
 
-  - label: mmlu_other_mc_5shot
+  - label: socialiqa_mc_5shot
     type: downstream
 
-  - label: mmlu_stem_mc_5shot_test
+  - label: socialiqa_mc_5shot_bpb
     type: downstream
 
-  - label: mmlu_humanities_mc_5shot_test
+  - label: winogrande_mc_5shot
     type: downstream
 
-  - label: mmlu_social_sciences_mc_5shot_test
-    type: downstream
-
-  - label: mmlu_other_mc_5shot_test
+  - label: winogrande_mc_5shot_bpb
     type: downstream
 
   - label: basic_arithmetic
     type: downstream
 
-  - label: trivia_qa_wiki_ppl
-    type: downstream
-
-  - label: natural_qs_open_ppl
-    type: downstream
-
-  - label: arc_easy_ppl
+  - label: hellaswag
     type: downstream
 
 data:
diff --git a/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-se-flan-google.yaml b/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-se-flan-google.yaml
index 949a17760..2c07dd3b1 100644
--- a/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-se-flan-google.yaml
+++ b/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-se-flan-google.yaml
@@ -139,94 +139,76 @@ evaluators:
   ##########################
   # Downstream evaluations #
   ##########################
-  - label: piqa
+  - label: mmlu_stem_mc_5shot
     type: downstream
 
-  - label: hellaswag
+  - label: mmlu_humanities_mc_5shot
     type: downstream
 
-  - label: winogrande
+  - label: mmlu_social_sciences_mc_5shot
     type: downstream
 
-  - label: openbook_qa
+  - label: mmlu_other_mc_5shot
     type: downstream
 
-  - label: boolq
+  - label: arc_challenge_mc_5shot
     type: downstream
 
-  - label: sciq
+  - label: arc_challenge_mc_5shot_bpb
     type: downstream
 
-  - label: arc_easy
+  - label: arc_easy_mc_5shot
     type: downstream
 
-  - label: arc_challenge
+  - label: arc_easy_mc_5shot_bpb
     type: downstream
 
-  - label: copa
+  - label: boolq_mc_5shot
     type: downstream
 
-  #- label: rte
-  #  type: downstream
-
-  #- label: commitment_bank
-  #  type: downstream
-
-  #- label: sst2
-  #  type: downstream
-
-  - label: commonsense_qa
+  - label: boolq_mc_5shot_bpb
     type: downstream
 
-  - label: social_iqa
+  - label: csqa_mc_5shot
     type: downstream
 
-  - label: mmlu_stem_var
+  - label: csqa_mc_5shot_bpb
     type: downstream
 
-  - label: mmlu_humanities_var
+  - label: hellaswag_mc_5shot
     type: downstream
 
-  - label: mmlu_social_sciences_var
+  - label: hellaswag_mc_5shot_bpb
     type: downstream
 
-  - label: mmlu_other_var
+  - label: openbookqa_mc_5shot
     type: downstream
 
-  - label: mmlu_stem_mc_5shot
+  - label: openbookqa_mc_5shot_bpb
     type: downstream
 
-  - label: mmlu_humanities_mc_5shot
+  - label: piqa_mc_5shot
     type: downstream
 
-  - label: mmlu_social_sciences_mc_5shot
+  - label: piqa_mc_5shot_bpb
     type: downstream
 
-  - label: mmlu_other_mc_5shot
+  - label: socialiqa_mc_5shot
     type: downstream
 
-  - label: mmlu_stem_mc_5shot_test
+  - label: socialiqa_mc_5shot_bpb
     type: downstream
 
-  - label: mmlu_humanities_mc_5shot_test
+  - label: winogrande_mc_5shot
     type: downstream
 
-  - label: mmlu_social_sciences_mc_5shot_test
-    type: downstream
-
-  - label: mmlu_other_mc_5shot_test
+  - label: winogrande_mc_5shot_bpb
     type: downstream
 
   - label: basic_arithmetic
     type: downstream
 
-  - label: trivia_qa_wiki_ppl
-    type: downstream
-
-  - label: natural_qs_open_ppl
-    type: downstream
-
-  - label: arc_easy_ppl
+  - label: hellaswag
     type: downstream
 
 data: