diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/_default_template_yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/_default_template_yaml
new file mode 100644
index 0000000000000000000000000000000000000000..37e8bb16490fce1ca376d6f13027adab3e6061f5
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/_default_template_yaml
@@ -0,0 +1,15 @@
+dataset_path: hails/mmlu_no_train # a copy of `cais/mmlu` with no auxiliary_train split
+test_split: test
+fewshot_split: dev
+fewshot_config:
+  sampler: first_n
+output_type: multiple_choice
+doc_to_text: "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nAnswer:"
+doc_to_choice: ["A", "B", "C", "D"]
+doc_to_target: answer
+metric_list:
+  - metric: acc
+    aggregation: mean
+    higher_is_better: true
+metadata:
+  version: 0.0
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/_mmlu.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/_mmlu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..584de02993acedc37b6d508967334f9a55675f6b
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/_mmlu.yaml
@@ -0,0 +1,6 @@
+group: mmlu
+task:
+  - mmlu_stem
+  - mmlu_other
+  - mmlu_social_sciences
+  - mmlu_humanities
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_abstract_algebra.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_abstract_algebra.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..90f3cc50b3f8e54b584237edfa50fcdc96d0e625
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_abstract_algebra.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "abstract_algebra"
+"description": "The following are multiple choice questions (with answers) about abstract\
+  \ algebra.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_abstract_algebra"
+"task_alias": "abstract_algebra"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_anatomy.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_anatomy.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0e9e09b27fa40e222d6284c58826a089391e1bb4
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_anatomy.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "anatomy"
+"description": "The following are multiple choice questions (with answers) about anatomy.\n\
+  \n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_anatomy"
+"task_alias": "anatomy"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_astronomy.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_astronomy.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e3bdfc9521f3b98bf684a1c022f69e3c14c9d406
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_astronomy.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "astronomy"
+"description": "The following are multiple choice questions (with answers) about astronomy.\n\
+  \n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_astronomy"
+"task_alias": "astronomy"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_business_ethics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_business_ethics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..ea0d1fe2a68cb893759f3c550775ff3554f4fc13
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_business_ethics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "business_ethics"
+"description": "The following are multiple choice questions (with answers) about business\
+  \ ethics.\n\n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_business_ethics"
+"task_alias": "business_ethics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_clinical_knowledge.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_clinical_knowledge.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..20bab1470e8b58b9e56652edf8128a4e7959bd33
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_clinical_knowledge.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "clinical_knowledge"
+"description": "The following are multiple choice questions (with answers) about clinical\
+  \ knowledge.\n\n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_clinical_knowledge"
+"task_alias": "clinical_knowledge"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_biology.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_biology.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..afb4d9c6c0d209644806ca8376a25cf28d6fa2ed
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_biology.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "college_biology"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ biology.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_college_biology"
+"task_alias": "college_biology"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_chemistry.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_chemistry.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..a7de3532359a418dc0d1ba8f9096700e2a888907
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_chemistry.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "college_chemistry"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ chemistry.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_college_chemistry"
+"task_alias": "college_chemistry"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_computer_science.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_computer_science.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..9786cc6ebd0d14936bb0138d322161b01a4574dd
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_computer_science.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "college_computer_science"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ computer science.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_college_computer_science"
+"task_alias": "college_computer_science"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_mathematics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_mathematics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e7699f8bfcedffdcc83984f96c6d337f41135b54
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_mathematics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "college_mathematics"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ mathematics.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_college_mathematics"
+"task_alias": "college_mathematics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_medicine.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_medicine.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..df9e890136328d4caf3ca3c4715919358dcf92dc
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_medicine.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "college_medicine"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ medicine.\n\n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_college_medicine"
+"task_alias": "college_medicine"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_physics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_physics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..3c5e7462e3fefe122e9df4bb5ff9458f8ae9dfc8
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_college_physics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "college_physics"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ physics.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_college_physics"
+"task_alias": "college_physics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_computer_security.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_computer_security.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..df9c4a51b6ca2715b921f2a33ef4755ebfacbc46
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_computer_security.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "computer_security"
+"description": "The following are multiple choice questions (with answers) about computer\
+  \ security.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_computer_security"
+"task_alias": "computer_security"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_conceptual_physics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_conceptual_physics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..8ab59ed10f1cf02f47eacf7930a9efcbfc230fcf
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_conceptual_physics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "conceptual_physics"
+"description": "The following are multiple choice questions (with answers) about conceptual\
+  \ physics.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_conceptual_physics"
+"task_alias": "conceptual_physics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_econometrics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_econometrics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..a974fc8462d649c27ac09192d3cf84d9b162f82d
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_econometrics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "econometrics"
+"description": "The following are multiple choice questions (with answers) about econometrics.\n\
+  \n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_econometrics"
+"task_alias": "econometrics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_electrical_engineering.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_electrical_engineering.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..9c45cc6109d2b53322b2303efcb1f57e99d8d60c
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_electrical_engineering.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "electrical_engineering"
+"description": "The following are multiple choice questions (with answers) about electrical\
+  \ engineering.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_electrical_engineering"
+"task_alias": "electrical_engineering"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_elementary_mathematics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_elementary_mathematics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2154ab65454c9234b57d76782315c6559b0e7e0f
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_elementary_mathematics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "elementary_mathematics"
+"description": "The following are multiple choice questions (with answers) about elementary\
+  \ mathematics.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_elementary_mathematics"
+"task_alias": "elementary_mathematics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_formal_logic.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_formal_logic.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..689d3d1f87503953be03cd54973d240b64f846f4
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_formal_logic.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "formal_logic"
+"description": "The following are multiple choice questions (with answers) about formal\
+  \ logic.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_formal_logic"
+"task_alias": "formal_logic"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_global_facts.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_global_facts.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..60b5c12921ee2ad1e2200392ecc3ffaef44f4105
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_global_facts.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "global_facts"
+"description": "The following are multiple choice questions (with answers) about global\
+  \ facts.\n\n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_global_facts"
+"task_alias": "global_facts"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_biology.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_biology.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..c7e055dcc8dcfffb2572a8f4ab1770479e84daeb
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_biology.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_biology"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school biology.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_biology"
+"task_alias": "high_school_biology"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_chemistry.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_chemistry.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..8e9421c1a6f7271ddfc87ad099a914f81bc031e9
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_chemistry.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_chemistry"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school chemistry.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_chemistry"
+"task_alias": "high_school_chemistry"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_computer_science.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_computer_science.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..87ec15cc3ad2bcd2d9d1d802389cb9e3d26e5abf
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_computer_science.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_computer_science"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school computer science.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_computer_science"
+"task_alias": "high_school_computer_science"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_european_history.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_european_history.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..be0d696a962c38a9ffb5404ea75cb2d402f10ec0
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_european_history.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_european_history"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school european history.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_european_history"
+"task_alias": "high_school_european_history"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_geography.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_geography.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..57c5261a8be0e498111d834b8787341104f24775
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_geography.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_geography"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school geography.\n\n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_geography"
+"task_alias": "high_school_geography"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_government_and_politics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_government_and_politics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2e92f152081e102b07feb394038aa0b30ca827a2
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_government_and_politics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_government_and_politics"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school government and politics.\n\n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_government_and_politics"
+"task_alias": "high_school_government_and_politics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_macroeconomics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_macroeconomics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..988d132aad3309d086e8f8549bd6710f2bd2b817
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_macroeconomics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_macroeconomics"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school macroeconomics.\n\n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_macroeconomics"
+"task_alias": "high_school_macroeconomics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_mathematics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_mathematics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f7c07a608592709c08d4e2130e9f99abd5058880
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_mathematics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_mathematics"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school mathematics.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_mathematics"
+"task_alias": "high_school_mathematics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_microeconomics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_microeconomics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..5339a0235cd8e27e51c7292a7cd2201c46cbc2f1
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_microeconomics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_microeconomics"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school microeconomics.\n\n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_microeconomics"
+"task_alias": "high_school_microeconomics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_physics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_physics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0fae0405aa093a0fb2eaea8fa8a48d0e4e220c9a
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_physics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_physics"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school physics.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_physics"
+"task_alias": "high_school_physics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_psychology.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_psychology.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..31ecb18eb91397d2bad070d11d141f3375c66eaf
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_psychology.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_psychology"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school psychology.\n\n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_psychology"
+"task_alias": "high_school_psychology"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_statistics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_statistics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..54d70880eff3e5aa6ab8f8b233ee45b9f30ca25c
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_statistics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_statistics"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school statistics.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_statistics"
+"task_alias": "high_school_statistics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_us_history.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_us_history.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e4432fe4459fcaa3c1ccf311c094ceb9122d0637
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_us_history.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_us_history"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school us history.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_us_history"
+"task_alias": "high_school_us_history"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_world_history.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_world_history.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..08773a20089a5551710cb82447d6ce23d65c367d
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_high_school_world_history.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "high_school_world_history"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school world history.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_world_history"
+"task_alias": "high_school_world_history"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_human_aging.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_human_aging.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..c9e1feb154293d0a75b25837f365ec892756a465
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_human_aging.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "human_aging"
+"description": "The following are multiple choice questions (with answers) about human\
+  \ aging.\n\n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_human_aging"
+"task_alias": "human_aging"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_human_sexuality.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_human_sexuality.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..715859a1e8ccd52ac406b9f9dcaf4dc80dbaa42f
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_human_sexuality.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "human_sexuality"
+"description": "The following are multiple choice questions (with answers) about human\
+  \ sexuality.\n\n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_human_sexuality"
+"task_alias": "human_sexuality"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_international_law.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_international_law.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..68765225bbee355a00a2d0d3e9a8931624fc45dd
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_international_law.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "international_law"
+"description": "The following are multiple choice questions (with answers) about international\
+  \ law.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_international_law"
+"task_alias": "international_law"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_jurisprudence.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_jurisprudence.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e16de5c40b2a29cfc0cadeaad5ed11df9b7503e8
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_jurisprudence.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "jurisprudence"
+"description": "The following are multiple choice questions (with answers) about jurisprudence.\n\
+  \n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_jurisprudence"
+"task_alias": "jurisprudence"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_logical_fallacies.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_logical_fallacies.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..8b12057bc78ffc195b4d016bfdc1c931f08e6267
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_logical_fallacies.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "logical_fallacies"
+"description": "The following are multiple choice questions (with answers) about logical\
+  \ fallacies.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_logical_fallacies"
+"task_alias": "logical_fallacies"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_machine_learning.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_machine_learning.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2387d680b2d57d2d409ecc1bf744f512dd4fcef3
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_machine_learning.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "machine_learning"
+"description": "The following are multiple choice questions (with answers) about machine\
+  \ learning.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_machine_learning"
+"task_alias": "machine_learning"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_management.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_management.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..d0cdc812d7e94eb51a9f1d3148b3d51253c1c92a
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_management.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "management"
+"description": "The following are multiple choice questions (with answers) about management.\n\
+  \n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_management"
+"task_alias": "management"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_marketing.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_marketing.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..a614db2977421ad88dcf4cd963647534f0d23b88
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_marketing.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "marketing"
+"description": "The following are multiple choice questions (with answers) about marketing.\n\
+  \n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_marketing"
+"task_alias": "marketing"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_medical_genetics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_medical_genetics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..5d7ce7083bc62f5859988fb76f84c4dc102175e8
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_medical_genetics.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "medical_genetics"
+"description": "The following are multiple choice questions (with answers) about medical\
+  \ genetics.\n\n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_medical_genetics"
+"task_alias": "medical_genetics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_miscellaneous.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_miscellaneous.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..77e819cf831fb69381d75a1c039ef9ffaee3028f
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_miscellaneous.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "miscellaneous"
+"description": "The following are multiple choice questions (with answers) about miscellaneous.\n\
+  \n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_miscellaneous"
+"task_alias": "miscellaneous"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_moral_disputes.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_moral_disputes.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2df1a1ddb6302f7e563852fdd56cdb0d1668dad1
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_moral_disputes.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "moral_disputes"
+"description": "The following are multiple choice questions (with answers) about moral\
+  \ disputes.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_moral_disputes"
+"task_alias": "moral_disputes"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_moral_scenarios.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_moral_scenarios.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..6da63cb24847aeaf580fc54f701326a187836517
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_moral_scenarios.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "moral_scenarios"
+"description": "The following are multiple choice questions (with answers) about moral\
+  \ scenarios.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_moral_scenarios"
+"task_alias": "moral_scenarios"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_nutrition.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_nutrition.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..df70fbb2de2f40a5cb10a9093d4a0243e45c6ffc
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_nutrition.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "nutrition"
+"description": "The following are multiple choice questions (with answers) about nutrition.\n\
+  \n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_nutrition"
+"task_alias": "nutrition"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_philosophy.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_philosophy.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..9dba09c10ebe140068f8054ee4d391f00682745d
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_philosophy.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "philosophy"
+"description": "The following are multiple choice questions (with answers) about philosophy.\n\
+  \n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_philosophy"
+"task_alias": "philosophy"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_prehistory.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_prehistory.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..d787898c62a174ddfd3895da3b164651f30d266b
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_prehistory.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "prehistory"
+"description": "The following are multiple choice questions (with answers) about prehistory.\n\
+  \n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_prehistory"
+"task_alias": "prehistory"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_professional_accounting.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_professional_accounting.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..3443c336f2bc8dcf33e03bffa438a0e60a98ad3e
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_professional_accounting.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "professional_accounting"
+"description": "The following are multiple choice questions (with answers) about professional\
+  \ accounting.\n\n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_professional_accounting"
+"task_alias": "professional_accounting"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_professional_law.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_professional_law.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f3a02631e28703dc8d3a6091175c49b9eb5676eb
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_professional_law.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "professional_law"
+"description": "The following are multiple choice questions (with answers) about professional\
+  \ law.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_professional_law"
+"task_alias": "professional_law"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_professional_medicine.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_professional_medicine.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e8c49b5eb084d9cb2133c333f573ccbe3b8d9824
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_professional_medicine.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "professional_medicine"
+"description": "The following are multiple choice questions (with answers) about professional\
+  \ medicine.\n\n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_professional_medicine"
+"task_alias": "professional_medicine"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_professional_psychology.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_professional_psychology.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..ec48a06fe11d98facbf5c4d24e03595ceb2fb2bd
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_professional_psychology.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "professional_psychology"
+"description": "The following are multiple choice questions (with answers) about professional\
+  \ psychology.\n\n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_professional_psychology"
+"task_alias": "professional_psychology"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_public_relations.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_public_relations.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..db36fb498f6886549b420eaee34fb68dddfb126c
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_public_relations.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "public_relations"
+"description": "The following are multiple choice questions (with answers) about public\
+  \ relations.\n\n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_public_relations"
+"task_alias": "public_relations"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_security_studies.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_security_studies.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..072dfd704815409d0a21576fa9620b1b5cb1a15b
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_security_studies.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "security_studies"
+"description": "The following are multiple choice questions (with answers) about security\
+  \ studies.\n\n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_security_studies"
+"task_alias": "security_studies"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_sociology.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_sociology.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..efcbd27b8d653f2df89f52880d47fe5a461e1246
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_sociology.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "sociology"
+"description": "The following are multiple choice questions (with answers) about sociology.\n\
+  \n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_sociology"
+"task_alias": "sociology"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_us_foreign_policy.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_us_foreign_policy.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..d80ee94adf4fd7b74dc368696924065862b9ce9e
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_us_foreign_policy.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "us_foreign_policy"
+"description": "The following are multiple choice questions (with answers) about us\
+  \ foreign policy.\n\n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_us_foreign_policy"
+"task_alias": "us_foreign_policy"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_virology.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_virology.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..d935f92aa80e30f773960e6127466a4d7f768448
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_virology.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "virology"
+"description": "The following are multiple choice questions (with answers) about virology.\n\
+  \n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_virology"
+"task_alias": "virology"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_world_religions.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_world_religions.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..8681354f7057d2d3ff2d68a98b3a5e6f23c960cc
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/default/mmlu_world_religions.yaml
@@ -0,0 +1,8 @@
+"dataset_name": "world_religions"
+"description": "The following are multiple choice questions (with answers) about world\
+  \ religions.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_world_religions"
+"task_alias": "world_religions"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_fewshot/mmlu_college_chemistry.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_fewshot/mmlu_college_chemistry.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..b924eb867e3f4353022757da7b7027a468d686a5
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_fewshot/mmlu_college_chemistry.yaml
@@ -0,0 +1,38 @@
+"dataset_name": "college_chemistry"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ chemistry.\n\nQ: 3 Cl−(aq) + 4 CrO_4^2−(aq) + 23 H+(aq) → 3 HClO2(aq) + 4 Cr3+(aq)\
+  \ + 10 H2O(l). In the reaction shown above, Cl−(aq) behaves as\n(A) an acid (B)\
+  \ a base (C) a catalyst (D) a reducing agent\nA: Let's think step by step. A molecule\
+  \ that behaves as a base accepts an H+ ion (or proton) from another molecule, whereas\
+  \ a molecule that behaves as an acid donates an H+ ion (or proton) to another molecule.\
+  \ Neither of these is the case for Cl in this reaction, which rules out (A) and\
+  \ (B). A catalyst is a substance that only accelerates a reaction without itself\
+  \ undergoing chemical change, which is not the case here. This rules out (C). Instead,\
+  \ the $Cl^{-} molecules carry a negative charge, which they donate in the reaction\
+  \ to form 3 HClO2. This is the behavior of a reducing agent, or (D). The answer\
+  \ is (D).\n\nQ: Which of the following statements about the lanthanide elements\
+  \ is NOT true?\n(A) The most common oxidation state for the lanthanide elements\
+  \ is +3. (B) Lanthanide complexes often have high coordination numbers (> 6). (C)\
+  \ All of the lanthanide elements react with aqueous acid to liberate hydrogen. (D)\
+  \ The atomic radii of the lanthanide elements increase across the period from La\
+  \ to Lu.\nA: Let's think step by step. The atomic radii of the lanthanide elements\
+  \ in fact decrease across the period from La to Lu. Options (A), (B), and (C) are\
+  \ all true. This means that only (D) is NOT true. The answer is (D).\n\nQ: Which\
+  \ of the following lists the hydrides of group-14 elements in order of thermal stability,\
+  \ from lowest to highest?\n(A) PbH4 < SnH4 < GeH4 < SiH4 < CH4 (B) PbH4 < SnH4 <\
+  \ CH4 < GeH4 < SiH4 (C) CH4 < SiH4 < GeH4 < SnH4 < PbH4 (D) CH4 < PbH4 < GeH4 <\
+  \ SnH4 < SiH4\nA: Let's think step by step. The thermal stability of group-14 hydrides\
+  \ decreases as we move from the top of group 14 to the bottom. The order of elements\
+  \ in the group from top to bottom is C, Si, Ge, Sn, Pb. Therefore in order of increasing\
+  \ thermal stability we have PbH4, SnH4, GeH4, SiH4, and CH4, or answer (A). The\
+  \ answer is (A).\n\nQ: Predict the number of lines in the EPR spectrum of a solution\
+  \ of 13C-labelled methyl radical (13CH3•), assuming the lines do not overlap.\n\
+  (A) 4 (B) 3 (C) 6 (D) 24 (E) 8\nA: Let's think step by step. The electron paramagnetic\
+  \ resonance spectrum will be split by two forms of interactions. The first is the\
+  \ hyperfine interaction with the 13C (nuclear spin $I = \nrac{1}{2}$) which will\
+  \ split the spectrum into 2 lines. This will be further split into 4 lines by the\
+  \ interaction with three equivalent 1H nuclei. The total number of lines is therefore\
+  \ $2 \\cdot 4 = 8$. The answer is (E).\n\n"
+"group": "mmlu_flan_cot_fewshot_stem"
+"include": "_mmlu_flan_cot_fewshot_template_yaml"
+"task": "mmlu_flan_cot_fewshot_college_chemistry"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_fewshot/mmlu_computer_security.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_fewshot/mmlu_computer_security.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..943ab5ac8ecf5ba53701763cb1bb18e621600fa4
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_fewshot/mmlu_computer_security.yaml
@@ -0,0 +1,36 @@
+"dataset_name": "computer_security"
+"description": "The following are multiple choice questions (with answers) about computer\
+  \ security.\n\nQ: SHA-1 has a message digest of\n(A) 160 bits (B) 512 bits (C) 628\
+  \ bits (D) 820 bits\nA: Let's think step by step. Since SHA-1 is a hash function\
+  \ which takes an input and produces a 160-bit (20-byte) hash value, its message\
+  \ digest is 160 bits. The answer is (A).\n\nQ: _____________ can modify data on\
+  \ your system – so that your system doesn’t run correctly or you can no longer access\
+  \ specific data, or it may even ask for ransom in order to give your access.\n(A)\
+  \ IM – Trojans (B) Backdoor Trojans (C) Trojan-Downloader (D) Ransom Trojan\nA:\
+  \ Let's think step by step. The system is asking for trojans, which are for ransom,\
+  \ which means ransom trojan. The answer is (D).\n\nQ: What is ethical hacking?\n\
+  (A) \"Hacking\" ethics so they justify unintended selfish behavior (B) Hacking systems\
+  \ (e.g., during penetration testing) to expose vulnerabilities so they can be fixed,\
+  \ rather than exploited (C) Hacking into systems run by those whose ethics you disagree\
+  \ with (D) A slang term for rapid software development, e.g., as part of hackathons\n\
+  A: Let's think step by step. Ethical hacking is a process of detecting vulnerabilities\
+  \ in an application, system, or organization's infrastructure that an attacker can\
+  \ use to exploit an individual or organization. They use this process to prevent\
+  \ cyberattacks and security breaches by lawfully hacking into the systems and looking\
+  \ for weak points. The answer is (B).\n\nQ: The ____________ is anything which your\
+  \ search engine cannot search.\n(A) Haunted web (B) World Wide Web (C) Surface web\
+  \ (D) Deep Web\nA: Let's think step by step. The search engine searches on the Surface\
+  \ Web, which is the portion of the world wide web which is visible so (B,C) are\
+  \ wrong. The Haunted Web doesn’t correspond to an internet concept. The Deep Web\
+  \ is the part of the World Wide Web which is not indexed. The answer is (D).\n\n\
+  Q: Exploitation of the Heartbleed bug permits\n(A) overwriting cryptographic keys\
+  \ in memory (B) a kind of code injection (C) a read outside bounds of a buffer (D)\
+  \ a format string attack\nA: Let's think step by step. The Heartbleed Bug is a serious\
+  \ vulnerability in the popular OpenSSL cryptographic software library. Heartbleed\
+  \ resulted from improper input validation (due to a missing bounds check) in the\
+  \ implementation of the TLS heartbeat extension. The vulnerability was classified\
+  \ as a buffer over-read, a situation where more data can be read than should be\
+  \ allowed. The answer is (C).\n\n"
+"group": "mmlu_flan_cot_fewshot_stem"
+"include": "_mmlu_flan_cot_fewshot_template_yaml"
+"task": "mmlu_flan_cot_fewshot_computer_security"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_fewshot/mmlu_security_studies.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_fewshot/mmlu_security_studies.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f9a441fa3b4fe298381f152063ef79f2b4f98f27
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_fewshot/mmlu_security_studies.yaml
@@ -0,0 +1,86 @@
+"dataset_name": "security_studies"
+"description": "The following are multiple choice questions (with answers) about security\
+  \ studies.\n\nQ: What are the frameworks of analysis within which terrorism has\
+  \ been considered (as of 2020)?\n(A) Competition between larger nations has resulted\
+  \ in some countries actively supporting terrorist groups to undermine the strength\
+  \ of rival states. Terrorist networks are extended patronage clubs maintained and\
+  \ paid for by their donor states and are conceptualised as being like state actors,\
+  \ to be dealt with using military force. (B) Globalization has enabled the internationalization\
+  \ of terrorist activities by opening up their operational space, although coordination\
+  \ is still managed from a geographical base. This suggests that terrorist groups\
+  \ are nationally structured which means that terrorism cannot be considered in terms\
+  \ of a war to be defeated militarily without having serious implications on the\
+  \ indigenous population. (C) Terrorism can be viewed as a problem to be resolved\
+  \ by military means (war on terrorism), by normal police techniques (terrorism as\
+  \ crime), or as a medical problem with underlying causes and symptoms (terrorism\
+  \ as disease). (D) Terrorism is viewed as a criminal problem. The criminalization\
+  \ of terrorism has two important implications. Firstly, it suggests that terrorism\
+  \ can be eradicated - terrorists can be caught and brought to trial by normal judicial\
+  \ proceedings thereby removing the threat from society - and secondly, it suggests\
+  \ that preventative crime techniques are applicable to prevent its development.\n\
+  A: Let's think step by step. We refer to Wikipedia articles on security studies\
+  \ for help. (A) is wrong because it is not competition between larger nations that\
+  \ causes terrorism. \n(B) is wrong because globalization is not the cause of terrorism.\n\
+  (C) is correct because the US undertook the war on terrorism. \n(D) is wrong because\
+  \ preventative crime techniques will likely not end terrorism. The answer is (C).\n\
+  \nQ: Which of the following is the best lens through which to investigate the role\
+  \ of child soldiers?\n(A) Child soldiers are victims of combat that need re-education\
+  \ and rehabilitation. (B) Children and their mothers are not active subjects in\
+  \ warfare and are best considered as subjects in the private sphere. (C) Children\
+  \ are most often innocent bystanders in war and are best used as signifiers of peace.\
+  \ (D) Children have political subjecthood that is missed when they are considered\
+  \ as passive victims of warfare.\nA: Let's think step by step. We refer to Wikipedia\
+  \ articles on security studies for help. Child soliders as a political topic can\
+  \ be missed when they are considered passive victims of warfare. The answer is (D).\n\
+  \nQ: How can we best describe the relationship between the state-centric approach\
+  \ and the concept of human security?\n(A) There are such wide divisions within the\
+  \ human security framework regarding the nature of threats and referent objects\
+  \ that no widely applicable comparisons between state-centric approaches and human\
+  \ security can be drawn. (B) By adopting the framework of human security, the limitations\
+  \ of the realist state-centric approach become evident. Whilst human security defines\
+  \ the referent object as the person or population, state-centric approaches prioritise\
+  \ the security of the state, de-prioritizing the pursuit of human security. (C)\
+  \ The state-centric approach to security is a faction of human security, usually\
+  \ defined within the broad school of human security. By being state-centric this\
+  \ approach prioritises the individual as the referent object in security studies.\
+  \ (D) Both the state-centric and human-centric approaches to security are mutually\
+  \ exclusive and offer a sufficient analytic framework with which to understand the\
+  \ international security system. It is therefore the role of security analysts to\
+  \ determine which of these substantial concepts is correct, and which should be\
+  \ discarded.\nA: Let's think step by step. We refer to Wikipedia articles on security\
+  \ studies for help. Human security focuses on a person or population whereas state-centric\
+  \ approaches focus on the state while deprioritizing human security. The answer\
+  \ is (B).\n\nQ: In order to become securitized, a threat must be presented in which\
+  \ of these ways?\n(A) As an existential threat that requires immediate and extraordinary\
+  \ action, posing a threat to the survival of the state or to societal security.\
+  \ (B) As requiring immediate and extraordinary action by the state, threatening\
+  \ the survival of a referent object and therefore warranting the use of measures\
+  \ not normally employed in the political realm. (C) As an urgent threat to the survival\
+  \ of the referent object, so serious that it legitimises the employment of extraordinary\
+  \ action in response. (D) As an urgent threat to the survival of the audience that\
+  \ requires extraordinary or emergency measures.\nA: Let's think step by step. We\
+  \ refer to Wikipedia articles on security studies for help. To be securitized, a\
+  \ threat must be an urgent threat to the survival of the referent object. The answer\
+  \ is (C).\n\nQ: What distinguishes coercive diplomacy from military force?\n(A)\
+  \ Compellence is another term for coercive diplomacy, but covering a narrower set\
+  \ of criteria; compellence covers those threats aimed at initiating adversary action.\
+  \ A threat to coerce a state to give up part of its territory would count as coercive\
+  \ diplomacy, as long as that threat proactively initiates action before reactive\
+  \ diplomacy is taken. (B) Coercive diplomacy constitutes the threats of limited\
+  \ force to induce adversary's incentive to comply with the coercer's demands. It\
+  \ is an influence strategy that is intended to obtain compliance: the use of force\
+  \ to defeat an opponent first does not count. It leaves an element of choice with\
+  \ the target to comply, or to continue. (C) Military force, or the threat of military\
+  \ force, utilises fear to achieve strategic objectives. Coercive diplomacy is differentiated\
+  \ from this approach, because it does not use fear as a tool for coercing an adversary.\
+  \ (D) Coercive diplomacy is employed to use force but to limit its effects on the\
+  \ international community. Coercive diplomacy is an aggressive strategy that is\
+  \ intended to obtain compliance through defeat. It does not leave an element of\
+  \ choice with the target, the target either being forced to comply or engage in\
+  \ conflict. It seeks to control by imposing compliance by removing any opportunity\
+  \ for negotiation or concession.\nA: Let's think step by step. We refer to Wikipedia\
+  \ articles on security studies for help. Coercive diplomacy uses the threat of force\
+  \ to induce the opponent to comply with demands. The answer is (B).\n\n"
+"group": "mmlu_flan_cot_fewshot_social_sciences"
+"include": "_mmlu_flan_cot_fewshot_template_yaml"
+"task": "mmlu_flan_cot_fewshot_security_studies"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_fewshot/mmlu_sociology.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_fewshot/mmlu_sociology.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..53f69bb05b4b89fcf4bb192d6c2510a86bfe23cd
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_fewshot/mmlu_sociology.yaml
@@ -0,0 +1,43 @@
+"dataset_name": "sociology"
+"description": "The following are multiple choice questions (with answers) about sociology.\n\
+  \nQ: Which of the following is not a problem associated with official statistics\
+  \ on strike action?\n(A) most strikes go unnoticed by employers and the mass media\
+  \ (B) not all industrial disputes will be reported by the employer (C) the definition\
+  \ of strikes excludes those that involve fewer than ten workers or last less than\
+  \ one day (D) it is hard to compare strikes that were measured in different ways\n\
+  A: Let's think step by step. We refer to Wikipedia articles on sociology for help.\
+  \ Official statistics on strike action can be problematic because not all industrial\
+  \ disputes will be reported by employers, the definition of strikes excludes those\
+  \ that involves fewer than ten workers or last less than one day, and it is hard\
+  \ to compare strikes that were measured in different ways. Thus, (A) is not a problem\
+  \ associated with official statistics on strike action. The answer is (A).\n\nQ:\
+  \ What does Berger (1963) describe as a metaphor for social reality?\n(A) a fairground\
+  \ ride (B) a circus (C) a puppet theatre (D) a ballet\nA: Let's think step by step.\
+  \ We refer to Wikipedia articles on sociology for help. Berger describes social\
+  \ reality using the metaphor of a puppet theatre. The answer is (C).\n\nQ: The term\
+  \ 'hegemony' refers to:\n(A) the tendency for the working class not to realize their\
+  \ own interests (B) a dominant ideology that legitimates economic, political and\
+  \ cultural power (C) a form of dual consciousness based on ideology and everyday\
+  \ experiences (D) a mode of payment given for outstanding topiary\nA: Let's think\
+  \ step by step. We refer to Wikipedia articles on sociology for help. Hegemony refers\
+  \ to a dominant ideology that legitimates economic, policital, and cultural power.\
+  \ The answer is (B).\n\nQ: The shift from 'civil religion' to 'common religion'\
+  \ means that:\n(A) the increasing bureaucracy of the state has made religion only\
+  \ a marginal part of our lives (B) despite the weakening of traditional authority,\
+  \ our everyday lives and 'common sense' remain shaped by religious beliefs and values\
+  \ (C) religious participation in collective worship may have declined, but people\
+  \ still practise their faiths in private (D) people are much more likely to discuss\
+  \ their religious beliefs in public, informal settings\nA: Let's think step by step.\
+  \ We refer to Wikipedia articles on sociology for help. The shift from civil religion\
+  \ to common religion means that despite the weakening of traditional authority,\
+  \ our everyday lives and common sense remain shaped by religious beliefs and values.\
+  \ The answer is (B).\n\nQ: Which of the following did the post-war welfare state\
+  \ of 1948 not aim to provide:\n(A) free health care and education for all (B) a\
+  \ minimum wage (C) full employment (D) universal welfare\nA: Let's think step by\
+  \ step. We refer to Wikipedia articles on sociology for help. The post-war welfare\
+  \ state of 1948 aimed to provide free healthcare and education, full employment,\
+  \ and universal welfare. But it did not aim to provide a minimum wage. The answer\
+  \ is (B).\n\n"
+"group": "mmlu_flan_cot_fewshot_social_sciences"
+"include": "_mmlu_flan_cot_fewshot_template_yaml"
+"task": "mmlu_flan_cot_fewshot_sociology"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/_mmlu_flan_cot_zeroshot_template_yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/_mmlu_flan_cot_zeroshot_template_yaml
new file mode 100644
index 0000000000000000000000000000000000000000..83a857b08c1d6e1f4e6b0d55993c10c2fd0b5bae
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/_mmlu_flan_cot_zeroshot_template_yaml
@@ -0,0 +1,36 @@
+dataset_path: hails/mmlu_no_train # a copy of `cais/mmlu` with no auxiliary_train split
+validation_split: validation
+fewshot_split: dev
+output_type: generate_until
+doc_to_text: "Q: {{question.strip()}}\n(A) {{choices[0]}} (B) {{choices[1]}} (C) {{choices[2]}} (D) {{choices[3]}}\nA: Let's think step by step."
+doc_to_target: "{{['(A)', '(B)', '(C)', '(D)'][answer]}}"
+filter_list:
+  - name: "strict-match"
+    filter:
+      - function: "regex"
+        regex_pattern: "((?<=The answer is )(.*)(?=.)|(?<=the answer is )(.*)(?=.)|(?<=The answer: )(.*)(?=.)|(?<=The final answer: )(.*)(?=.))"
+      - function: "take_first"
+  - name: "flexible-extract"
+    filter:
+      - function: !function utils.MultiChoiceRegexFilter
+        group_select: -1
+        ignore_case: true
+        ignore_punctuation: true
+        regex_pattern: "(\\([A-Z]\\))"
+      - function: "take_first"
+generation_kwargs:
+  until:
+    - "</s>"
+    - "Q:"
+    - "<|im_end|>"
+  do_sample: false
+  temperature: 0.0
+num_fewshot: 0
+metric_list:
+  - metric: exact_match
+    aggregation: mean
+    higher_is_better: true
+    ignore_case: true
+    ignore_punctuation: true
+metadata:
+  version: 1.0
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_college_computer_science.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_college_computer_science.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..185f2a6614dad536c1a16d1b1017599a18427a67
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_college_computer_science.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "college_computer_science"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ computer science.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_college_computer_science"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_college_physics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_college_physics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..319c72142454df340260c1a6dd3f59f244a57eab
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_college_physics.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "college_physics"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ physics.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_college_physics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_conceptual_physics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_conceptual_physics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2e1e43dbad9432de41c580779108843761280313
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_conceptual_physics.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "conceptual_physics"
+"description": "The following are multiple choice questions (with answers) about conceptual\
+  \ physics.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_conceptual_physics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_elementary_mathematics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_elementary_mathematics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..065c92d200e4df5a303cc1f4269ada803524cd89
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_elementary_mathematics.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "elementary_mathematics"
+"description": "The following are multiple choice questions (with answers) about elementary\
+  \ mathematics.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_elementary_mathematics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_high_school_world_history.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_high_school_world_history.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..c89dd0faa47730d507b7337abbf38e00879389b5
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_high_school_world_history.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "high_school_world_history"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school world history.\n\n"
+"group": "mmlu_flan_cot_zeroshot_humanities"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_high_school_world_history"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_human_sexuality.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_human_sexuality.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..ed2116dd24e9804e2ae4def9fd0cd9518618cf3a
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_human_sexuality.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "human_sexuality"
+"description": "The following are multiple choice questions (with answers) about human\
+  \ sexuality.\n\n"
+"group": "mmlu_flan_cot_zeroshot_social_sciences"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_human_sexuality"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_marketing.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_marketing.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0827f78df766331ccdf6235a4b4120a089cdd9c9
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_marketing.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "marketing"
+"description": "The following are multiple choice questions (with answers) about marketing.\n\
+  \n"
+"group": "mmlu_flan_cot_zeroshot_other"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_marketing"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_medical_genetics.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_medical_genetics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..1706ee5b4ac151a36e7a75b638d75e8194696f8d
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_medical_genetics.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "medical_genetics"
+"description": "The following are multiple choice questions (with answers) about medical\
+  \ genetics.\n\n"
+"group": "mmlu_flan_cot_zeroshot_other"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_medical_genetics"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_professional_medicine.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_professional_medicine.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..47cf9573d08e1f911af7fbfbd984358fecd275d9
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_professional_medicine.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "professional_medicine"
+"description": "The following are multiple choice questions (with answers) about professional\
+  \ medicine.\n\n"
+"group": "mmlu_flan_cot_zeroshot_other"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_professional_medicine"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_professional_psychology.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_professional_psychology.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..cc055d5bacacf77b1dd5f70b68bbaa81d1aad2ff
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_professional_psychology.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "professional_psychology"
+"description": "The following are multiple choice questions (with answers) about professional\
+  \ psychology.\n\n"
+"group": "mmlu_flan_cot_zeroshot_social_sciences"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_professional_psychology"
diff --git a/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_public_relations.yaml b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_public_relations.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..14d02c3a3c015e78cb780c646461fb7ac70a5ce4
--- /dev/null
+++ b/lm-evaluation/build/lib/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_public_relations.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "public_relations"
+"description": "The following are multiple choice questions (with answers) about public\
+  \ relations.\n\n"
+"group": "mmlu_flan_cot_zeroshot_social_sciences"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_public_relations"