removed alt worlds prompts

lm_eval/tasks/hellaswag/alternative_worlds/style_03/c.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_03
-group_alias: style_03
-task: hellaswag_03c
-task_alias: c
-doc_to_text: !function ../styles.template_03
-doc_to_choice: !function ../styles.choice_03c

lm_eval/tasks/hellaswag/alternative_worlds/style_04/a.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_04
-group_alias: style_04
-task: hellaswag_04a
-task_alias: a
-doc_to_text: !function ../styles.template_04
-doc_to_choice: !function ../styles.choice_04a

lm_eval/tasks/hellaswag/alternative_worlds/style_04/b.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_04
-group_alias: style_04
-task: hellaswag_04b
-task_alias: b
-doc_to_text: !function ../styles.template_04
-doc_to_choice: !function ../styles.choice_04b

lm_eval/tasks/hellaswag/alternative_worlds/style_04/c.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_04
-group_alias: style_04
-task: hellaswag_04c
-task_alias: c
-doc_to_text: !function ../styles.template_04
-doc_to_choice: !function ../styles.choice_04c

lm_eval/tasks/hellaswag/alternative_worlds/style_05/a.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_05
-group_alias: style_05
-task: hellaswag_05a
-task_alias: a
-doc_to_text: !function ../styles.template_05
-doc_to_choice: !function ../styles.choice_05a

lm_eval/tasks/hellaswag/alternative_worlds/style_05/b.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_05
-group_alias: style_05
-task: hellaswag_05b
-task_alias: b
-doc_to_text: !function ../styles.template_05
-doc_to_choice: !function ../styles.choice_05b

lm_eval/tasks/hellaswag/alternative_worlds/style_05/c.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_05
-group_alias: style_05
-task: hellaswag_05c
-task_alias: c
-doc_to_text: !function ../styles.template_05
-doc_to_choice: !function ../styles.choice_05c

lm_eval/tasks/hellaswag/alternative_worlds/style_06/a.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_06
-group_alias: style_06
-task: hellaswag_06a
-task_alias: a
-doc_to_text: !function ../styles.template_06
-doc_to_choice: !function ../styles.choice_06a

lm_eval/tasks/hellaswag/alternative_worlds/style_06/b.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_06
-group_alias: style_06
-task: hellaswag_06b
-task_alias: b
-doc_to_text: !function ../styles.template_06
-doc_to_choice: !function ../styles.choice_06b

lm_eval/tasks/hellaswag/alternative_worlds/style_06/c.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_06
-group_alias: style_06
-task: hellaswag_06c
-task_alias: c
-doc_to_text: !function ../styles.template_06
-doc_to_choice: !function ../styles.choice_06c

lm_eval/tasks/hellaswag/alternative_worlds/style_07/a.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_07
-group_alias: style_07
-task: hellaswag_07a
-task_alias: a
-doc_to_text: !function ../styles.template_07
-doc_to_choice: !function ../styles.choice_07a

lm_eval/tasks/hellaswag/alternative_worlds/style_07/b.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_07
-group_alias: style_07
-task: hellaswag_07b
-task_alias: b
-doc_to_text: !function ../styles.template_07
-doc_to_choice: !function ../styles.choice_07b

lm_eval/tasks/hellaswag/alternative_worlds/style_07/c.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_07
-group_alias: style_07
-task: hellaswag_07c
-task_alias: c
-doc_to_text: !function ../styles.template_07
-doc_to_choice: !function ../styles.choice_07c

lm_eval/tasks/hellaswag/alternative_worlds/style_08/a.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_08
-group_alias: style_08
-task: hellaswag_08a
-task_alias: a
-doc_to_text: !function ../styles.template_08
-doc_to_choice: !function ../styles.choice_08a

lm_eval/tasks/hellaswag/alternative_worlds/style_08/b.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_08
-group_alias: style_08
-task: hellaswag_08b
-task_alias: b
-doc_to_text: !function ../styles.template_08
-doc_to_choice: !function ../styles.choice_08b

lm_eval/tasks/hellaswag/alternative_worlds/style_08/c.yaml

-include: ../_hellaswag_alt_yaml
-group: hellaswag_08
-group_alias: style_08
-task: hellaswag_08c
-task_alias: c
-doc_to_text: !function ../styles.template_08
-doc_to_choice: !function ../styles.choice_08c

lm_eval/tasks/hellaswag/alternative_worlds/styles.py

-import string
-from functools import partial
-
-
-def doc_to_text_base(alphabet, style, doc):
-
-    choices = doc["choices"]
-    num = len(choices)
-
-    letter_list = [style.format(letter) for letter in alphabet[0:num]]
-
-    if "\t" in style:
-        choice_string = "{}{}"
-    else:
-        choice_string = "{} {}"
-
-    doc_to_text = "\n\n".join(
-        [
-            doc["query"] + "...",
-            " What is the most appropriate continuation?",
-        ]
-        + [choice_string.format(i, j) for i, j in zip(letter_list, choices)]
-    )
-
-    return doc_to_text
-
-
-# Full continuation
-def choice_A(doc):
-    return doc["choices"]
-
-
-# Letters only
-def choice_B(alphabet, style, doc):
-
-    choices = doc["choices"]
-    num = len(choices)
-
-    letter_list = [style.format(letter) for letter in alphabet[0:num]]
-    if "\t" in style:
-        letter_list = [letter.replace("\t", "") for letter in letter_list]
-
-    return letter_list
-
-
-# Letters + Full continuation
-def choice_C(alphabet, style, doc):
-
-    choices = doc["choices"]
-    num = len(choices)
-
-    letter_list = [style.format(letter) for letter in alphabet[0:num]]
-    if "\t" not in style:
-        letter_list = [letter + " " for letter in letter_list]
-
-    return [letter + choice for letter, choice in zip(letter_list, doc["choices"])]
-
-
-template_01 = partial(doc_to_text_base, string.ascii_lowercase, "({})")
-choice_01a = choice_A
-choice_01b = partial(choice_B, string.ascii_lowercase, "({})")
-choice_01c = partial(choice_C, string.ascii_lowercase, "({})")
-template_02 = partial(doc_to_text_base, string.ascii_lowercase, "{})")
-choice_02a = choice_A
-choice_02b = partial(choice_B, string.ascii_lowercase, "{})")
-choice_02c = partial(choice_C, string.ascii_lowercase, "{})")
-template_03 = partial(doc_to_text_base, string.ascii_lowercase, "{}.")
-choice_03a = choice_A
-choice_03b = partial(choice_B, string.ascii_lowercase, "{}.")
-choice_03c = partial(choice_C, string.ascii_lowercase, "{}.")
-template_04 = partial(doc_to_text_base, string.ascii_lowercase, "{}\t")
-choice_04a = choice_A
-choice_04b = partial(choice_B, string.ascii_lowercase, "{}\t")
-choice_04c = partial(choice_C, string.ascii_lowercase, "{}\t")
-template_05 = partial(doc_to_text_base, string.ascii_uppercase, "({})")
-choice_05a = choice_A
-choice_05b = partial(choice_B, string.ascii_uppercase, "({})")
-choice_05c = partial(choice_C, string.ascii_uppercase, "({})")
-template_06 = partial(doc_to_text_base, string.ascii_uppercase, "{})")
-choice_06a = choice_A
-choice_06b = partial(choice_B, string.ascii_uppercase, "{})")
-choice_06c = partial(choice_C, string.ascii_uppercase, "{})")
-template_07 = partial(doc_to_text_base, string.ascii_uppercase, "{}.")
-choice_07a = choice_A
-choice_07b = partial(choice_B, string.ascii_uppercase, "{}.")
-choice_07c = partial(choice_C, string.ascii_uppercase, "{}.")
-template_08 = partial(doc_to_text_base, string.ascii_uppercase, "{}\t")
-choice_08a = choice_A
-choice_08b = partial(choice_B, string.ascii_uppercase, "{}\t")
-choice_08c = partial(choice_C, string.ascii_uppercase, "{}\t")

lm_eval/tasks/mathqa/alternative_worlds/output_variation/README.md

-
-Investigate affect of letter options
-- (A)
-- A)
-- A.
-- A\t
-- (a)
-- a)
-- a.
-- a\t
-Answer types:
-- letters only
-    - original option
-    - just letter
-- letters + continuation
-    - original option
-    - just letter
-- continuation

lm_eval/tasks/mathqa/alternative_worlds/output_variation/_mathqa_alt_yaml

-dataset_path: math_qa
-output_type: multiple_choice
-training_split: train
-validation_split: validation
-test_split: test
-doc_to_target: "{{['a', 'b', 'c', 'd', 'e'].index(correct)}}"
-metric_list:
-  - metric: acc
-  - metric: acc_norm
-  - metric: brier_score

lm_eval/tasks/mathqa/alternative_worlds/output_variation/mathqa_alt.yaml

-group: mathqa_alt_ov
-task:
-  - mathqa_alt_ov_01
-  - mathqa_alt_ov_02
-  - mathqa_alt_ov_03
-  - mathqa_alt_ov_04
-  - mathqa_alt_ov_05
-  - mathqa_alt_ov_06
-  - mathqa_alt_ov_07
-  - mathqa_alt_ov_08