Add INCLUDE tasks (#2769)

* Add INCLUDE tasks

* pacify pre-commit

---------
Co-authored-by: Baber <baber@hey.com>

lm_eval/tasks/include/few_shot_og/Russian/include_base_44_russian_applied_science.yaml

+include: _russian_few_shot_og_template_yaml
+description: Ниже приведены вопросы с несколькими вариантами ответов (с ответами)
+  по теме Applied Science.
+process_docs: !function 'utils.process_applied_science'
+task: include_base_44_russian_few_shot_og_applied_science

lm_eval/tasks/include/few_shot_og/Russian/include_base_44_russian_arts_humanities.yaml

+include: _russian_few_shot_og_template_yaml
+description: Ниже приведены вопросы с несколькими вариантами ответов (с ответами)
+  по теме Arts & Humanities.
+process_docs: !function 'utils.process_arts_humanities'
+task: include_base_44_russian_few_shot_og_arts_humanities

lm_eval/tasks/include/few_shot_og/Russian/include_base_44_russian_business_commerce.yaml

+include: _russian_few_shot_og_template_yaml
+description: Ниже приведены вопросы с несколькими вариантами ответов (с ответами)
+  по теме Business & Commerce.
+process_docs: !function 'utils.process_business_commerce'
+task: include_base_44_russian_few_shot_og_business_commerce

lm_eval/tasks/include/few_shot_og/Russian/include_base_44_russian_driving_license.yaml

+include: _russian_few_shot_og_template_yaml
+description: Ниже приведены вопросы с несколькими вариантами ответов (с ответами)
+  по теме Driving License.
+process_docs: !function 'utils.process_driving_license'
+task: include_base_44_russian_few_shot_og_driving_license

lm_eval/tasks/include/few_shot_og/Russian/include_base_44_russian_health_oriented_education.yaml

+include: _russian_few_shot_og_template_yaml
+description: Ниже приведены вопросы с несколькими вариантами ответов (с ответами)
+  по теме Health oriented education.
+process_docs: !function 'utils.process_health_oriented_education'
+task: include_base_44_russian_few_shot_og_health_oriented_education

lm_eval/tasks/include/few_shot_og/Russian/include_base_44_russian_marine_license.yaml

+include: _russian_few_shot_og_template_yaml
+description: Ниже приведены вопросы с несколькими вариантами ответов (с ответами)
+  по теме Marine License.
+process_docs: !function 'utils.process_marine_license'
+task: include_base_44_russian_few_shot_og_marine_license

lm_eval/tasks/include/few_shot_og/Russian/include_base_44_russian_social_science.yaml

+include: _russian_few_shot_og_template_yaml
+description: Ниже приведены вопросы с несколькими вариантами ответов (с ответами)
+  по теме Social Science.
+process_docs: !function 'utils.process_social_science'
+task: include_base_44_russian_few_shot_og_social_science

lm_eval/tasks/include/few_shot_og/Russian/include_base_44_russian_stem.yaml

+include: _russian_few_shot_og_template_yaml
+description: Ниже приведены вопросы с несколькими вариантами ответов (с ответами)
+  по теме STEM.
+process_docs: !function 'utils.process_stem'
+task: include_base_44_russian_few_shot_og_stem

lm_eval/tasks/include/few_shot_og/Russian/utils.py

+from functools import partial
+
+
+CATEGORIES = [
+    "Applied Science",
+    "Arts & Humanities",
+    "Business & Commerce",
+    "Driving License",
+    "General knowledge",
+    "Health oriented education",
+    "Marine License",
+    "Medical License",
+    "Professional certification",
+    "STEM",
+    "Social Science",
+]
+
+
+def process_docs(dataset, category):
+    return dataset.filter(lambda x: x["domain"] == category)
+
+
+process_functions = {
+    f"process_{category.lower().replace(' & ', '_').replace(' ', '_')}": partial(
+        process_docs, category=category
+    )
+    for category in CATEGORIES
+}
+
+globals().update(process_functions)

lm_eval/tasks/include/few_shot_og/Serbian/_include_base_44_serbian.yaml

+group: include_base_44_serbian
+task:
+- include_base_44_serbian_few_shot_og_stem
+- include_base_44_serbian_few_shot_og_arts_humanities
+- include_base_44_serbian_few_shot_og_social_science
+aggregate_metric_list:
+- metric: acc
+  weight_by_size: true
+metadata:
+  version: 0.0

lm_eval/tasks/include/few_shot_og/Serbian/_serbian_few_shot_og_template_yaml

+dataset_path: CohereForAI/include-base-44
+dataset_name: Serbian
+test_split: test
+output_type: multiple_choice
+doc_to_text: "{{question.strip()}}\nA. {{option_a}}\nB. {{option_b}}\nC. {{option_c}}\n
+  D. {{option_d}}\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

lm_eval/tasks/include/few_shot_og/Serbian/include_base_44_serbian_arts_humanities.yaml

+include: _serbian_few_shot_og_template_yaml
+description: Следе питања са вишеструким избором (са одговорима) о Arts & Humanities.
+process_docs: !function 'utils.process_arts_humanities'
+task: include_base_44_serbian_few_shot_og_arts_humanities

lm_eval/tasks/include/few_shot_og/Serbian/include_base_44_serbian_social_science.yaml

+include: _serbian_few_shot_og_template_yaml
+description: Следе питања са вишеструким избором (са одговорима) о Social Science.
+process_docs: !function 'utils.process_social_science'
+task: include_base_44_serbian_few_shot_og_social_science

lm_eval/tasks/include/few_shot_og/Serbian/include_base_44_serbian_stem.yaml

+include: _serbian_few_shot_og_template_yaml
+description: Следе питања са вишеструким избором (са одговорима) о STEM.
+process_docs: !function 'utils.process_stem'
+task: include_base_44_serbian_few_shot_og_stem

lm_eval/tasks/include/few_shot_og/Serbian/utils.py

+from functools import partial
+
+
+CATEGORIES = [
+    "Applied Science",
+    "Arts & Humanities",
+    "Business & Commerce",
+    "Driving License",
+    "General knowledge",
+    "Health oriented education",
+    "Marine License",
+    "Medical License",
+    "Professional certification",
+    "STEM",
+    "Social Science",
+]
+
+
+def process_docs(dataset, category):
+    return dataset.filter(lambda x: x["domain"] == category)
+
+
+process_functions = {
+    f"process_{category.lower().replace(' & ', '_').replace(' ', '_')}": partial(
+        process_docs, category=category
+    )
+    for category in CATEGORIES
+}
+
+globals().update(process_functions)

lm_eval/tasks/include/few_shot_og/Spanish/_include_base_44_spanish.yaml

+group: include_base_44_spanish
+task:
+- include_base_44_spanish_few_shot_og_stem
+- include_base_44_spanish_few_shot_og_social_science
+- include_base_44_spanish_few_shot_og_arts_humanities
+- include_base_44_spanish_few_shot_og_health_oriented_education
+aggregate_metric_list:
+- metric: acc
+  weight_by_size: true
+metadata:
+  version: 0.0

lm_eval/tasks/include/few_shot_og/Spanish/_spanish_few_shot_og_template_yaml

+dataset_path: CohereForAI/include-base-44
+dataset_name: Spanish
+test_split: test
+output_type: multiple_choice
+doc_to_text: "{{question.strip()}}\nA. {{option_a}}\nB. {{option_b}}\nC. {{option_c}}\n
+  D. {{option_d}}\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

lm_eval/tasks/include/few_shot_og/Spanish/include_base_44_spanish_arts_humanities.yaml

+include: _spanish_few_shot_og_template_yaml
+description: Las siguientes son preguntas de opción múltiple (con respuestas) sobre
+  Arts & Humanities.
+process_docs: !function 'utils.process_arts_humanities'
+task: include_base_44_spanish_few_shot_og_arts_humanities

lm_eval/tasks/include/few_shot_og/Spanish/include_base_44_spanish_health_oriented_education.yaml

+include: _spanish_few_shot_og_template_yaml
+description: Las siguientes son preguntas de opción múltiple (con respuestas) sobre
+  Health oriented education.
+process_docs: !function 'utils.process_health_oriented_education'
+task: include_base_44_spanish_few_shot_og_health_oriented_education

lm_eval/tasks/include/few_shot_og/Spanish/include_base_44_spanish_social_science.yaml

+include: _spanish_few_shot_og_template_yaml
+description: Las siguientes son preguntas de opción múltiple (con respuestas) sobre
+  Social Science.
+process_docs: !function 'utils.process_social_science'
+task: include_base_44_spanish_few_shot_og_social_science