mmlu-pro: fixed yaml formatting

lm_eval/tasks/mmlu_pro/continuation/mmlu_pro_business.yaml

 "dataset_name": "business"
 "description": "The following are questions (with answers) about business.\n\
   \n"
-"group": "mmlu_continuation_other"
+"tag": "mmlu_pro_continuation_other"
 "include": "_continuation_template_yaml"
-"task": "mmlu_continuation_business"
+"task": "mmlu_pro_continuation_business"

lm_eval/tasks/mmlu_pro/continuation/mmlu_pro_computer_science.yaml

 "dataset_name": "computer_science"
 "description": "The following are questions (with answers) about computer_science.\n\
   \n"
-"group": "mmlu_continuation_stem"
+"tag": "mmlu_pro_continuation_stem"
 "include": "_continuation_template_yaml"
-"task": "mmlu_continuation_computer_science"
+"task": "mmlu_pro_continuation_computer_science"

lm_eval/tasks/mmlu_pro/continuation/mmlu_pro_economics.yaml

 "dataset_name": "economics"
 "description": "The following are questions (with answers) about economics.\n\
   \n"
-"group": "mmlu_continuation_social_sciences"
+"tag": "mmlu_pro_continuation_social_sciences"
 "include": "_continuation_template_yaml"
-"task": "mmlu_continuation_economics"
+"task": "mmlu_pro_continuation_economics"

lm_eval/tasks/mmlu_pro/continuation/mmlu_pro_engineering.yaml

 "dataset_name": "engineering"
 "description": "The following are questions (with answers) about engineering.\n\
   \n"
-"group": "mmlu_continuation_stem"
+"tag": "mmlu_pro_continuation_stem"
 "include": "_continuation_template_yaml"
-"task": "mmlu_continuation_engineering"
+"task": "mmlu_pro_continuation_engineering"

lm_eval/tasks/mmlu_pro/continuation/mmlu_pro_health.yaml

 "dataset_name": "health"
 "description": "The following are questions (with answers) about health.\n\
   \n"
-"group": "mmlu_continuation_other"
+"tag": "mmlu_pro_continuation_other"
 "include": "_continuation_template_yaml"
-"task": "mmlu_continuation_health"
+"task": "mmlu_pro_continuation_health"

lm_eval/tasks/mmlu_pro/continuation/mmlu_pro_history.yaml

 "dataset_name": "history"
 "description": "The following are questions (with answers) about history.\n\
   \n"
-"group": "mmlu_continuation_humanities"
+"tag": "mmlu_pro_continuation_humanities"
 "include": "_continuation_template_yaml"
-"task": "mmlu_continuation_history"
+"task": "mmlu_pro_continuation_history"

lm_eval/tasks/mmlu_pro/continuation/mmlu_pro_law.yaml

 "dataset_name": "law"
 "description": "The following are questions (with answers) about law.\n\
   \n"
-"group": "mmlu_continuation_humanities"
+"tag": "mmlu_pro_continuation_humanities"
 "include": "_continuation_template_yaml"
-"task": "mmlu_continuation_law"
+"task": "mmlu_pro_continuation_law"

lm_eval/tasks/mmlu_pro/continuation/mmlu_pro_math.yaml

 "dataset_name": "math"
 "description": "The following are questions (with answers) about math.\n\
   \n"
-"group": "mmlu_continuation_stem"
+"tag": "mmlu_pro_continuation_stem"
 "include": "_continuation_template_yaml"
-"task": "mmlu_continuation_math"
+"task": "mmlu_pro_continuation_math"

lm_eval/tasks/mmlu_pro/continuation/mmlu_pro_miscellaneous.yaml

 "dataset_name": "other"
 "description": "The following are questions (with answers) about other.\n\
   \n"
-"group": "mmlu_continuation_other"
+"tag": "mmlu_pro_continuation_other"
 "include": "_continuation_template_yaml"
-"task": "mmlu_continuation_miscellaneous"
+"task": "mmlu_pro_continuation_miscellaneous"

lm_eval/tasks/mmlu_pro/continuation/mmlu_pro_philosophy.yaml

 "dataset_name": "philosophy"
 "description": "The following are questions (with answers) about philosophy.\n\
   \n"
-"group": "mmlu_continuation_humanities"
+"tag": "mmlu_pro_continuation_humanities"
 "include": "_continuation_template_yaml"
-"task": "mmlu_continuation_philosophy"
+"task": "mmlu_pro_continuation_philosophy"

lm_eval/tasks/mmlu_pro/continuation/mmlu_pro_physics.yaml

 "dataset_name": "physics"
 "description": "The following are questions (with answers) about physics.\n\
   \n"
-"group": "mmlu_continuation_stem"
+"tag": "mmlu_pro_continuation_stem"
 "include": "_continuation_template_yaml"
-"task": "mmlu_continuation_physics"
+"task": "mmlu_pro_continuation_physics"

lm_eval/tasks/mmlu_pro/flan_cot_fewshot/mmlu_pro_biology.yaml

@@ -13,6 +13,6 @@ fewshot_config:
       target: "Let's think step by step. The introduction of foreign DNA or RNA into bacteria or eukaryotic cells is a common technique in molecular biology and scientific research. There are multiple ways foreign DNA can be introduced into cells including transformation, transduction, conjugation, and transfection. In contrast, (A) is not a way to form DNA: during translation the ribosomes synthesize proteins from RNA. The answer is (A)."
     - question: "Which of the following is not known to be involved in the control of cell division? (A) Microtubules (B) Checkpoints (C) DNA polymerase (D) Centrosomes (E) Cyclins (F) Mitochondria (G) Protein kinases (H) Fibroblast cells (I) N/A (J) N/A"
       target: "Let's think step by step. Normal cells move through the cell cycle in a regulated way. At the checkpoint stage, they use information about their own internal state and cues from the environment around them to decide whether to proceed with cell division. Cues like these act by changing the activity of core cell cycle regulators inside the cell. The most common regulators are cyclins and cyclin-dependent kinases. Fibroblast cells do not play any role in cell division. The answer is (H)."
-group: mmlu_pro_flan_cot_fewshot_stem
+tag: mmlu_pro_flan_cot_fewshot_stem
 include: _mmlu_pro_flan_cot_fewshot_template_yaml
 task: mmlu_pro_flan_cot_fewshot_biology

lm_eval/tasks/mmlu_pro/flan_cot_fewshot/mmlu_pro_business.yaml

@@ -18,6 +18,6 @@ fewshot_config:
   - question: "In an organization, the group of people tasked with buying decisions is referred to as the _______________.
       (A) Procurement centre. (B) Chief executive unit. (C) Resources allocation group. (D) Marketing department. (E) Purchasing department. (F) Supply chain management team. (G) Outsourcing unit. (H) Decision-making unit. (I) Operations unit. (J) Financial management team."
     target: "Let's think step by step. We refer to Wikipedia articles on marketing for help. In an organization, the group of the people tasked with buying decision is referred to as the decision-making unit. The answer is (H)."
-group: mmlu_pro_flan_cot_fewshot_other
+tag: mmlu_pro_flan_cot_fewshot_other
 include: _mmlu_pro_flan_cot_fewshot_template_yaml
 task: mmlu_pro_flan_cot_fewshot_business

lm_eval/tasks/mmlu_pro/flan_cot_fewshot/mmlu_pro_chemistry.yaml

@@ -18,6 +18,6 @@ fewshot_config:
   - question: "A solution contains 2.00 mole of acetic acid, CH3COOH, and 1.00 mole of calcium acetate, Ca(CH3COO)2. The solution is able to resist the addition of a small amount of strong acid or strong base with only minor changes in the pH of the solution. Larger quantities of strong acid or strong base can cause a significant change in pH. How many moles of nitric acid, HNO3, may be added before the pH begins to change significantly?
       (A) 0.250 mole (B) 0.500 mole (C) 3.00 mole (D) 1.00 mole (E) 3.50 mole (F) 1.50 mole (G) 2.50 mole (H) 4.00 mole (I) 0.750 mole (J) 2.00 mole"
     target: "Let's think step by step. We would like to compute the buffer capacity of this solution. First we write the equation for the ionization of the weak acid, in this case of acetic acid. $CH_{3}COOH (aq) + H_{2}O \\rightarrow H_{3}O^{+} + CH3COO^{-}$. The conjugate base is therefore the acetate ion. The added strong acid, Nitric acid, will react with the conjugate base. Therefore the maximum amount of acid that can be added will be equal to the amount of acetate ion, or 2 moles. The answer is (J)."
-group: mmlu_pro_flan_cot_fewshot_stem
+tag: mmlu_pro_flan_cot_fewshot_stem
 include: _mmlu_pro_flan_cot_fewshot_template_yaml
 task: mmlu_pro_flan_cot_fewshot_chemistry

lm_eval/tasks/mmlu_pro/flan_cot_fewshot/mmlu_pro_computer_science.yaml

@@ -58,6 +58,6 @@ fewshot_config:
     What is displayed as a result of running the program?
       (A) November (B) Foxtrot (C) Zulu (D) Alpha (E) Charlie (F) Bravo (G) Yankee (H) Echo (I) Hotel (J) Delta"
     target: "Let's think step by step. Because X has the value 5, the first conditional IF (X < 0) is false, so we move to the first ELSE clause. Because X is 5 and Y is 10, the second conditional IF (X > Y) is false, so we move to the following ELSE clause. Since Y is 10, the conditional IF (Y > 0) is true, so the command DISPLAY (\"November\") is executed. The answer is (A)."
-group: mmlu_pro_flan_cot_fewshot_stem
+tag: mmlu_pro_flan_cot_fewshot_stem
 include: _mmlu_pro_flan_cot_fewshot_template_yaml
 task: mmlu_pro_flan_cot_fewshot_computer_science

lm_eval/tasks/mmlu_pro/flan_cot_fewshot/mmlu_pro_economics.yaml

@@ -31,6 +31,6 @@ fewshot_config:
   - question: "The concentration ratio for a monopoly is
       (A) 50 (B) 5 (C) 10 (D) 90 (E) 15 (F) 100 (G) 0 (H) 25 (I) 75 (J) N/A"
     target: "Let's think step by step. We refer to Wikipedia articles on microeconomics for help. The concentration ratio is calculated as the sum of market share of a specific number of largest companies. Monopoly means one company or entity controls the entire market, therefore, the concentration ratio is 100 percent. The answer is (F)."
-group: mmlu_pro_flan_cot_fewshot_social_sciences
+tag: mmlu_pro_flan_cot_fewshot_social_sciences
 include: _mmlu_pro_flan_cot_fewshot_template_yaml
 task: mmlu_pro_flan_cot_fewshot_economics

lm_eval/tasks/mmlu_pro/flan_cot_fewshot/mmlu_pro_engineering.yaml

@@ -18,6 +18,6 @@ fewshot_config:
   - question: "In a 2 pole lap winding dc machine, the resistance of one conductor is 2Ω and the total number of conductors is 100. Find the total resistance
       (A) 50Ω (B) 1Ω (C) 25Ω (D) 200Ω (E) 10Ω (F) 100Ω (G) 500Ω (H) 150Ω (I) 75Ω (J) 20Ω"
     target: "Let's think step by step. In lap winding, effectively two resistors are connected in parallel, so the actual resistance of each pair is 1 Ohm. Since we have 50 pairs, we get a total resistance of 50 Ohms. The answer is (A)."
-group: mmlu_pro_flan_cot_fewshot_stem
+tag: mmlu_pro_flan_cot_fewshot_stem
 include: _mmlu_pro_flan_cot_fewshot_template_yaml
 task: mmlu_pro_flan_cot_fewshot_engineering

lm_eval/tasks/mmlu_pro/flan_cot_fewshot/mmlu_pro_health.yaml

@@ -13,6 +13,6 @@ fewshot_config:
       target: "Let's think step by step. We refer to Wikipedia articles on clinical knowledge for help. According to the medical protocol as of 2020, you should make two attempts to cannulate a patient before passing the job on to a more-senior practitioner. The answer is (F)."
     - question: "Why are parvoviruses a highly impactful parasite? (A) They are able to alter the host's DNA (B) Because they have no nucleic acid (C) They can survive in extreme temperatures (D) Only replicate in dividing cells (E) They can infect multiple species (F) They don't require a host to survive (G) Can integrate into host chromosomes (H) N/A (I) N/A (J) N/A"
       target: "Let's think step by step. We refer to Wikipedia articles on virology for help. Paroviruses are highly impactful because they do not have nucleic acid. The answer is (B)."
-group: mmlu_pro_flan_cot_fewshot_other
+tag: mmlu_pro_flan_cot_fewshot_other
 include: _mmlu_pro_flan_cot_fewshot_template_yaml
 task: mmlu_pro_flan_cot_fewshot_health

lm_eval/tasks/mmlu_pro/flan_cot_fewshot/mmlu_pro_history.yaml

@@ -40,6 +40,6 @@ fewshot_config:
   - question: "Recent research on hominid species dating from the Middle Pliocene indicates there was (as of 2020):
       (A) multiple hominid species but with limited diversity. (B) a single species with no diversity. (C) decreased species diversity but increased numbers of hammerstones and flakes, indicating stone tool manufacture. (D) a single dominant species that outcompeted all others, leading to decreased diversity. (E) increased species diversity due to a prolonged ice age followed by a severe drought. (F) decreased species diversity due to a prolonged ice age followed by a severe drought. (G) a great amount of species diversity, or a single species that exhibited a lot of diversity. (H) increased species diversity but with decreased population numbers due to harsh climate conditions. (I) increased species diversity but decreased numbers of hammerstones and flakes, indicating less stone tool manufacture. (J) very little species diversity during this period and very few hominids."
     target: "Let's think step by step. We refer to Wikipedia articles on prehistory for help. Recent research has recognized multiple hominid species from the Middle Pliocene, meaning that there is a great amount of species diversity or diversity in a single species. The answer is (G)."
-group: mmlu_pro_flan_cot_fewshot_humanities
+tag: mmlu_pro_flan_cot_fewshot_humanities
 include: _mmlu_pro_flan_cot_fewshot_template_yaml
 task: mmlu_pro_flan_cot_fewshot_history

lm_eval/tasks/mmlu_pro/flan_cot_fewshot/mmlu_pro_law.yaml

@@ -18,6 +18,6 @@ fewshot_config:
   - question: "A state has recently enacted a statute prohibiting the disposal of any nuclear wastes within the state. This law does not contravene or conflict with any federal statutes. A man operates a company in the state that is engaged in the disposal of nuclear wastes. Subsequent to the passage of the state statute, the man, not yet aware of the new law, entered into contracts with many out-of-state firms to dispose of their nuclear wastes in the state. On account of this new law, however, the man will be unable to perform these contracts. Assume that the man has standing to challenge this state law. Which of the following presents his strongest constitutional grounds to challenge the state law prohibiting the disposal of nuclear wastes within the state?
       (A) The second amendment - the right to bear arms. (B) The due process clause of the Fourteenth Amendment. (C) The tenth amendment - powers not delegated to the United States by the Constitution. (D) The first amendment - freedom of speech. (E) The privileges and immunities clause of Article IV, Section 2. (F) The commerce clause. (G) The sixth amendment - right to a fair trial. (H) The eighth amendment - prohibition of cruel and unusual punishment. (I) The equal protection clause of the Fourteenth Amendment. (J) N/A"
     target: "Let's think step by step. We refer to Wikipedia articles on law for help. The commerce clause states that Congress shall have the power to regulate commerce with foreign Nations, and among the several States, and with the Indian Tribes. The statute affects inter-state commerce which puts it into question. Hence the man's strongest argument should be the commerce clause. The answer is (F)."
-group: mmlu_pro_flan_cot_fewshot_humanities
+tag: mmlu_pro_flan_cot_fewshot_humanities
 include: _mmlu_pro_flan_cot_fewshot_template_yaml
 task: mmlu_pro_flan_cot_fewshot_law