diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_college_physics.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_college_physics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..a66b42a3fff3442e5aceb1a75e3f6472e63ad3b7
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_college_physics.yaml
@@ -0,0 +1,4 @@
+"dataset_name": "college_physics"
+"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n"
+"include": "_default_template_yaml"
+"task": "ammlu_college_physics"
diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_econometrics.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_econometrics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2ce1c23a555fb89e654430ed481199450204dd49
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_econometrics.yaml
@@ -0,0 +1,4 @@
+"dataset_name": "econometrics"
+"description": "فم بعملية التقييم في مجال العلوم الإجتماعية \n\n"
+"include": "_default_template_yaml"
+"task": "ammlu_econometrics"
diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_mathematics.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_mathematics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..17705ea14ab459635b2ff8ed4a7075a9912b27cd
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_mathematics.yaml
@@ -0,0 +1,4 @@
+"dataset_name": "high_school_mathematics"
+"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n"
+"include": "_default_template_yaml"
+"task": "ammlu_high_school_mathematics"
diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_microeconomics.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_microeconomics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..1e74936e3133978eb348e3509214fe395dc8da20
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_microeconomics.yaml
@@ -0,0 +1,4 @@
+"dataset_name": "high_school_microeconomics"
+"description": "فم بعملية التقييم في مجال العلوم الإجتماعية \n\n"
+"include": "_default_template_yaml"
+"task": "ammlu_high_school_microeconomics"
diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_physics.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_physics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..368a384f7ed466b08cd96544dcf678570ca49be7
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_physics.yaml
@@ -0,0 +1,4 @@
+"dataset_name": "high_school_physics"
+"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n"
+"include": "_default_template_yaml"
+"task": "ammlu_high_school_physics"
diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_us_history.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_us_history.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f96371a82a30620dbf1a90e6af00b67c25a83079
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_us_history.yaml
@@ -0,0 +1,4 @@
+"dataset_name": "high_school_us_history"
+"description": "فم بعملية التقييم في مجال العلوم الانسانية \n\n"
+"include": "_default_template_yaml"
+"task": "ammlu_high_school_us_history"
diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_human_aging.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_human_aging.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..180ef373017943782c3a09a88066e839a499d00d
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_human_aging.yaml
@@ -0,0 +1,4 @@
+"dataset_name": "human_aging"
+"description": "فم بعملية التقييم في مجال علوم أخرى \n\n"
+"include": "_default_template_yaml"
+"task": "ammlu_human_aging"
diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_logical_fallacies.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_logical_fallacies.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..594501a443277599336b34b9b5af0bd3877b3e5c
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_logical_fallacies.yaml
@@ -0,0 +1,4 @@
+"dataset_name": "logical_fallacies"
+"description": "فم بعملية التقييم في مجال العلوم الانسانية \n\n"
+"include": "_default_template_yaml"
+"task": "ammlu_logical_fallacies"
diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_marketing.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_marketing.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..1a7cf1f1a8bb258316d929d8dcdfc69d2ed4afe7
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_marketing.yaml
@@ -0,0 +1,4 @@
+"dataset_name": "marketing"
+"description": "فم بعملية التقييم في مجال علوم أخرى \n\n"
+"include": "_default_template_yaml"
+"task": "ammlu_marketing"
diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_sociology.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_sociology.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..bf92339270aac89ecf7a3acd29d217c4cdd31414
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_sociology.yaml
@@ -0,0 +1,4 @@
+"dataset_name": "sociology"
+"description": "فم بعملية التقييم في مجال العلوم الإجتماعية \n\n"
+"include": "_default_template_yaml"
+"task": "ammlu_sociology"
diff --git a/lm-evaluation-harness/lm_eval/tasks/belebele/_generate_configs.py b/lm-evaluation-harness/lm_eval/tasks/belebele/_generate_configs.py
new file mode 100644
index 0000000000000000000000000000000000000000..af6aa824a6229923ec3fdd821f1ff1d1d2656112
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/belebele/_generate_configs.py
@@ -0,0 +1,66 @@
+"""
+Take in a YAML, and output all other splits with this YAML
+"""
+import argparse
+import os
+
+import requests
+import yaml
+from tqdm import tqdm
+
+from lm_eval.utils import logging
+
+
+API_URL = "https://datasets-server.huggingface.co/splits?dataset=facebook/belebele"
+
+
+def parse_args():
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--base_yaml_path", required=True)
+    parser.add_argument("--save_prefix_path", default="belebele")
+    parser.add_argument("--cot_prompt_path", default=None)
+    parser.add_argument("--task_prefix", default="")
+    return parser.parse_args()
+
+
+if __name__ == "__main__":
+    args = parse_args()
+
+    # get filename of base_yaml so we can `"include": ` it in our other YAMLs.
+    base_yaml_name = os.path.split(args.base_yaml_path)[-1]
+    with open(args.base_yaml_path, encoding="utf-8") as f:
+        base_yaml = yaml.full_load(f)
+
+    if args.cot_prompt_path is not None:
+        import json
+
+        with open(args.cot_prompt_path, encoding="utf-8") as f:
+            cot_file = json.load(f)
+
+    def query():
+        response = requests.get(API_URL)
+        return response.json()["splits"]
+
+    print(query())
+    languages = [split["split"] for split in query()]
+
+    for lang in tqdm([lang for lang in languages if "default" not in lang]):
+        yaml_dict = {
+            "include": base_yaml_name,
+            "task": f"belebele_{args.task_prefix}_{lang}"
+            if args.task_prefix != ""
+            else f"belebele_{lang}",
+            "test_split": lang,
+            "fewshot_split": lang,
+        }
+
+        file_save_path = args.save_prefix_path + f"_{lang}.yaml"
+        logging.info(f"Saving yaml for subset {lang} to {file_save_path}")
+        with open(file_save_path, "w", encoding="utf-8") as yaml_file:
+            yaml.dump(
+                yaml_dict,
+                yaml_file,
+                width=float("inf"),
+                allow_unicode=True,
+                default_style='"',
+            )
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/README.md b/lm-evaluation-harness/lm_eval/tasks/eus_exams/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..f44c5f04ed6eaded120ac7d9da177004a02483a7
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/README.md
@@ -0,0 +1,49 @@
+# EusExams
+
+### Paper
+
+Title: Latxa: An Open Language Model and Evaluation Suite for Basque
+
+Abstract: https://arxiv.org/abs/2403.20266
+
+EusExams is a collection of tests designed to prepare individuals for Public Service examinations conducted by several Basque institutions, including the public health system Osakidetza, the Basque Government, the City Councils of Bilbao and Gasteiz, and the University of the Basque Country (UPV/EHU). Within each of these groups, there are different exams for public positions, such as administrative and assistant roles. Each multiple-choice question contains 2 to 4 choices (3.90 on average) and one correct answer. The dataset is mostly parallel with 16k questions in Basque and 18k in Spanish.
+
+Homepage: https://github.com/hitz-zentroa/latxa
+
+
+### Citation
+
+```
+@misc{etxaniz2024latxa,
+      title={Latxa: An Open Language Model and Evaluation Suite for Basque},
+      author={Julen Etxaniz and Oscar Sainz and Naiara Perez and Itziar Aldabe and German Rigau and Eneko Agirre and Aitor Ormazabal and Mikel Artetxe and Aitor Soroa},
+      year={2024},
+      eprint={2403.20266},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```
+
+### Groups and Tasks
+
+#### Groups
+
+* `eus_exams_eu`: The Basque version of the exams.
+* `eus_exams_es`: The Spanish version of the exams.
+
+#### Tasks
+
+Basque and Spanish versions of the exams are available as separate tasks starting with `eus_exams_eu` and `eus_exams_es` respectively.
+
+### Checklist
+
+For adding novel benchmarks/datasets to the library:
+* [ ] Is the task an existing benchmark in the literature?
+  * [ ] Have you referenced the original paper that introduced the task?
+  * [ ] If yes, does the original paper provide a reference implementation? If so, have you checked against the reference implementation and documented how to run such a test?
+
+
+If other tasks on this dataset are already supported:
+* [ ] Is the "Main" variant of this task clearly denoted?
+* [ ] Have you provided a short sentence in a README on what each new variant adds / evaluates?
+* [ ] Have you noted which, if any, published evaluation setups are matched by this variant?
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/configs.py b/lm-evaluation-harness/lm_eval/tasks/eus_exams/configs.py
new file mode 100644
index 0000000000000000000000000000000000000000..993faa9f5dda1df2b00301fb00367f75e58a14de
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/configs.py
@@ -0,0 +1,67 @@
+import argparse
+import json
+
+import requests
+import yaml
+
+
+# get configs from huggingface datasets server by doing a request
+response = requests.get(
+    "https://datasets-server.huggingface.co/splits?dataset=HiTZ%2FEusExams", timeout=5
+)
+response_json = json.loads(response.text)
+CONFIGS = [split["config"] for split in response_json["splits"]]
+
+
+def gen_config_yamls(output_dir: str, overwrite: bool) -> None:
+    """
+    Generate a yaml file for each configuage.
+
+    :param output_dir: The directory to output the files to.
+    :param overwrite: Whether to overwrite files if they already exist.
+    """
+    err = []
+    for config in CONFIGS:
+        file_name = f"eus_exams_{config}.yaml"
+        try:
+            with open(f"{output_dir}/{file_name}", "w" if overwrite else "x") as f:
+                f.write("# Generated by utils.py\n")
+                yaml.dump(
+                    {
+                        "include": "eus_exams_es"
+                        if "eus_exams_es" in config
+                        else "eus_exams_eu",
+                        "dataset_name": config,
+                        "task": f"eus_exams_{config}",
+                    },
+                    f,
+                )
+        except FileExistsError:
+            err.append(file_name)
+
+    if len(err) > 0:
+        raise FileExistsError(
+            "Files were not created because they already exist (use --overwrite flag):"
+            f" {', '.join(err)}"
+        )
+
+
+def main() -> None:
+    """Parse CLI args and generate configuage-specific yaml files."""
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--overwrite",
+        default=False,
+        action="store_true",
+        help="Overwrite files if they already exist",
+    )
+    parser.add_argument(
+        "--output-dir", default=".", help="Directory to write yaml files to"
+    )
+    args = parser.parse_args()
+
+    gen_config_yamls(output_dir=args.output_dir, overwrite=args.overwrite)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams
new file mode 100644
index 0000000000000000000000000000000000000000..d1d2af731485ac26b2792b5de29d4da681bf97ad
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams
@@ -0,0 +1,18 @@
+dataset_path: HiTZ/EusExams
+dataset_name: null
+validation_split: null
+test_split: test
+fewshot_split: test
+process_docs: !function utils.process_docs
+output_type: multiple_choice
+doc_to_choice: ["A", "B", "C", "D"]
+doc_to_target: answer
+metric_list:
+  - metric: acc
+    aggregation: mean
+    higher_is_better: true
+  - metric: acc_norm
+    aggregation: mean
+    higher_is_better: true
+metadata:
+  version: 0.0
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es
new file mode 100644
index 0000000000000000000000000000000000000000..25886606943ec02e216d89df64cdc777a405cdaf
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es
@@ -0,0 +1,4 @@
+include: eus_exams
+group:
+  - eus_exams_es
+doc_to_text: "Pregunta: {{question}}\nA: {{candidates[0]}}\nB: {{candidates[1]}}\nC: {{candidates[2]}}\nD: {{candidates[3]}}\nRespuesta:"
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_ejadministrativo.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_ejadministrativo.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..22b93ed6b7c2964e0d64c3a5e3aa299a81752bf2
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_ejadministrativo.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_ejadministrativo
+include: eus_exams_es
+task: eus_exams_es_ejadministrativo
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_ejauxiliar.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_ejauxiliar.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..b6cbe975fd9e1bbd927244ded96ee3f713273df1
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_ejauxiliar.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_ejauxiliar
+include: eus_exams_es
+task: eus_exams_es_ejauxiliar
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_ejsubalterno.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_ejsubalterno.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0adfba26dd70eb54f0f50ac2ad2d97e83aaf57b8
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_ejsubalterno.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_ejsubalterno
+include: eus_exams_es
+task: eus_exams_es_ejsubalterno
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_ejtecnico.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_ejtecnico.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0d0b011c9ab8ee58aa7cad819dd7475880512972
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_ejtecnico.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_ejtecnico
+include: eus_exams_es
+task: eus_exams_es_ejtecnico
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeayuntamientovitoria.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeayuntamientovitoria.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0d43c0b4161bf76988ace9416ac1bf1147a1f5c9
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeayuntamientovitoria.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opeayuntamientovitoria
+include: eus_exams_es
+task: eus_exams_es_opeayuntamientovitoria
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opebilbao.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opebilbao.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..5cb33cbbddc9cd06ea24b7356fa19812bdf7a344
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opebilbao.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opebilbao
+include: eus_exams_es
+task: eus_exams_es_opebilbao
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehuadmin.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehuadmin.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e9cacfbd3f3e79dc24436daef4a1e9e5a1b5709d
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehuadmin.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opeehuadmin
+include: eus_exams_es
+task: eus_exams_es_opeehuadmin
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehubiblio.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehubiblio.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..728d7cfb0e7c79af156ff50bdb8379f032c3f01b
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehubiblio.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opeehubiblio
+include: eus_exams_es
+task: eus_exams_es_opeehubiblio
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehuderecho.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehuderecho.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..13e1d9de4bf434854e835b98455a3c26c46e96ac
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehuderecho.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opeehuderecho
+include: eus_exams_es
+task: eus_exams_es_opeehuderecho
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehueconomicas.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehueconomicas.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..6625c9ce5a2501aa607cacf148531e0c3220652b
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehueconomicas.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opeehueconomicas
+include: eus_exams_es
+task: eus_exams_es_opeehueconomicas
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehuempresariales.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehuempresariales.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4f61d3a1433f0f8ea0dd2ab62d9eb2c291697a47
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeehuempresariales.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opeehuempresariales
+include: eus_exams_es
+task: eus_exams_es_opeehuempresariales
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakiauxenf.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakiauxenf.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..08fe0ed6c014ce69d7655c94ccd9dfdf029c8ce1
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakiauxenf.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opeosakiauxenf
+include: eus_exams_es
+task: eus_exams_es_opeosakiauxenf
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakicelador.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakicelador.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2a61b6878e9684ce0b35be5dc2fd25170cf9bf44
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakicelador.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opeosakicelador
+include: eus_exams_es
+task: eus_exams_es_opeosakicelador
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakijuridico.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakijuridico.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..a62dc8001f16a22e56c7bea270ad3e6f97ecf5fd
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakijuridico.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opeosakijuridico
+include: eus_exams_es
+task: eus_exams_es_opeosakijuridico
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakioperario.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakioperario.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..df72481742ea637ec2fbe546445cd450bd1bc632
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakioperario.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opeosakioperario
+include: eus_exams_es
+task: eus_exams_es_opeosakioperario
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakitecnico.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakitecnico.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4b5b397b88ed5318706a0e6f402acf34440761fe
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakitecnico.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opeosakitecnico
+include: eus_exams_es
+task: eus_exams_es_opeosakitecnico
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakivarios.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakivarios.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..fe98dc76aa4689ec46be58d05326adf6216264df
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_opeosakivarios.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_opeosakivarios
+include: eus_exams_es
+task: eus_exams_es_opeosakivarios
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza1c.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza1c.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..080f99fcf28f738117702d9ece800bdeed209b90
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza1c.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_osakidetza1c
+include: eus_exams_es
+task: eus_exams_es_osakidetza1c
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza2c.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza2c.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4ee8ab46c6e4e1dd712b5d5865fb87abac5ac89b
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza2c.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_osakidetza2c
+include: eus_exams_es
+task: eus_exams_es_osakidetza2c
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza3c.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza3c.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2974a11d797474ed13257ac46e7994c31253f83d
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza3c.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_osakidetza3c
+include: eus_exams_es
+task: eus_exams_es_osakidetza3c
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza4c.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza4c.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..faa6c4b46c0de1d1f31fdc88f0acae96889eb080
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza4c.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_osakidetza4c
+include: eus_exams_es
+task: eus_exams_es_osakidetza4c
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza5c.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza5c.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..153ce3add3ebe5f9d9da505da1e5c5affe0d1263
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza5c.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_osakidetza5c
+include: eus_exams_es
+task: eus_exams_es_osakidetza5c
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza6c.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza6c.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..d94ef2b9f4e494a4ba21d0fc4c902d3ad125616a
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza6c.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_osakidetza6c
+include: eus_exams_es
+task: eus_exams_es_osakidetza6c
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza9c.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza9c.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..7b23ff670764634cb78bd5a4cbb9f141dad674d2
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza9c.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: es_osakidetza9c
+include: eus_exams_es
+task: eus_exams_es_osakidetza9c
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu
new file mode 100644
index 0000000000000000000000000000000000000000..95b82388df8930a2fe7385fff72f22c4cc516ab4
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu
@@ -0,0 +1,4 @@
+include: eus_exams
+group:
+  - eus_exams_eu
+doc_to_text: "Galdera: {{question}}\nA: {{candidates[0]}}\nB: {{candidates[1]}}\nC: {{candidates[2]}}\nD: {{candidates[3]}}\nErantzuna:"
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_ejlaguntza.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_ejlaguntza.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..cf2806c1e6675c491ad5d1eaea54698bf8aa8fe8
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_ejlaguntza.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_ejlaguntza
+include: eus_exams_eu
+task: eus_exams_eu_ejlaguntza
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_ejlaguntzaile.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_ejlaguntzaile.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..1d713a32442fc35d16b735c8617b0ee2d7327f04
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_ejlaguntzaile.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_ejlaguntzaile
+include: eus_exams_eu
+task: eus_exams_eu_ejlaguntzaile
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_ejteknikari.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_ejteknikari.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..7b528b9d4ce7ebc2ffc92af84a25e417f2e86929
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_ejteknikari.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_ejteknikari
+include: eus_exams_eu
+task: eus_exams_eu_ejteknikari
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opebilbaoeu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opebilbaoeu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..d15dbc6101ade859261bed36564eaf51e8a53f16
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opebilbaoeu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opebilbaoeu
+include: eus_exams_eu
+task: eus_exams_eu_opebilbaoeu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuadmineu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuadmineu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..85b9c9047759b6652435abc84944770ff429daaa
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuadmineu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeehuadmineu
+include: eus_exams_eu
+task: eus_exams_eu_opeehuadmineu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuauxeu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuauxeu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e72082486395abefcebda07de380b670d588589a
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuauxeu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeehuauxeu
+include: eus_exams_eu
+task: eus_exams_eu_opeehuauxeu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuderechoeu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuderechoeu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..bef6b6524507dbae9ebf9b07bbe7d41fca978996
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuderechoeu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeehuderechoeu
+include: eus_exams_eu
+task: eus_exams_eu_opeehuderechoeu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehueconomicaseu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehueconomicaseu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..713f33234153c84778faeca25f4807cdf9812b45
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehueconomicaseu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeehueconomicaseu
+include: eus_exams_eu
+task: eus_exams_eu_opeehueconomicaseu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuempresarialeseu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuempresarialeseu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..8dddd9bc76cec647dafbc7400ae11d3e5147de83
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuempresarialeseu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeehuempresarialeseu
+include: eus_exams_eu
+task: eus_exams_eu_opeehuempresarialeseu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehusubalternoeu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehusubalternoeu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..b02a451dd957a11c5db2810fa98ab0bccd62c9b3
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehusubalternoeu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeehusubalternoeu
+include: eus_exams_eu
+task: eus_exams_eu_opeehusubalternoeu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehutecnicoeu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehutecnicoeu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..3792e12aa0285a3cf3ce56b9d6158ade836c4c38
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehutecnicoeu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeehutecnicoeu
+include: eus_exams_eu
+task: eus_exams_eu_opeehutecnicoeu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuteknikarib.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuteknikarib.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..b9f5cc612ac9776a328670d4273e76934172fd81
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuteknikarib.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeehuteknikarib
+include: eus_exams_eu
+task: eus_exams_eu_opeehuteknikarib
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakiauxenfeu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakiauxenfeu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..719039915aec71a138a860397709b85549718078
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakiauxenfeu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeosakiauxenfeu
+include: eus_exams_eu
+task: eus_exams_eu_opeosakiauxenfeu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakiauxeu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakiauxeu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..9d0891886cd550219fb9bfcc7209f6d5fb85ad5d
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakiauxeu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeosakiauxeu
+include: eus_exams_eu
+task: eus_exams_eu_opeosakiauxeu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakiceladoreu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakiceladoreu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..af82c87bdffc84c8da3f666d944740eb0db0712d
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakiceladoreu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeosakiceladoreu
+include: eus_exams_eu
+task: eus_exams_eu_opeosakiceladoreu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakienfeu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakienfeu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..10b853e399f017255c74b7eb56275df149a7f055
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakienfeu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeosakienfeu
+include: eus_exams_eu
+task: eus_exams_eu_opeosakienfeu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakioperarioeu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakioperarioeu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..8f3cf7c490106959e4b07bef2140f0197835d16d
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakioperarioeu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeosakioperarioeu
+include: eus_exams_eu
+task: eus_exams_eu_opeosakioperarioeu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakitecnicoeu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakitecnicoeu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f44e4994e3820dd6263835448b566a8c2ed17a13
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakitecnicoeu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeosakitecnicoeu
+include: eus_exams_eu
+task: eus_exams_eu_opeosakitecnicoeu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakivarioseu.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakivarioseu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..11801ddec6614d95862087fa85c3f7b6314d8ddc
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakivarioseu.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_opeosakivarioseu
+include: eus_exams_eu
+task: eus_exams_eu_opeosakivarioseu
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza1e.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza1e.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..cc713507196ef8f9460a61e110ede95186f846b1
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza1e.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_osakidetza1e
+include: eus_exams_eu
+task: eus_exams_eu_osakidetza1e
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza3e.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza3e.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..d5d17c32a86b89ddaf3dc1da834fb053b67b9b64
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza3e.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_osakidetza3e
+include: eus_exams_eu
+task: eus_exams_eu_osakidetza3e
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza5e.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza5e.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..be4d2ca741e5168f99ed2105d584cf1fa21b4b81
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza5e.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_osakidetza5e
+include: eus_exams_eu
+task: eus_exams_eu_osakidetza5e
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza6e.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza6e.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..7b2af263fbe039a6ab9e3131f868ab506f0e9b35
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza6e.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_osakidetza6e
+include: eus_exams_eu
+task: eus_exams_eu_osakidetza6e
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza7e.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza7e.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..666e96a0e136045c884f81fcf62d007f41ea80b7
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza7e.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: eu_osakidetza7e
+include: eus_exams_eu
+task: eus_exams_eu_osakidetza7e
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_exams/utils.py b/lm-evaluation-harness/lm_eval/tasks/eus_exams/utils.py
new file mode 100644
index 0000000000000000000000000000000000000000..51e9f4c6322a635cdaeb54d3d557a3797b6dc5f0
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_exams/utils.py
@@ -0,0 +1,15 @@
+import datasets
+
+
+def process_docs(dataset: datasets.Dataset):
+    """Filter out examples with no answer."""
+
+    def valid_example(example: dict) -> bool:
+        """Check if an example is valid."""
+        if example["answer"] not in [0, 1, 2, 3]:
+            return False
+        if example["candidates"] == ["", "", "", ""]:
+            return False
+        return True
+
+    return dataset.filter(valid_example)
diff --git a/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_econometrics.yaml b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_econometrics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..d9b4ebfcdd5d23fc606e50bce368c0b4db545428
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_econometrics.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "econometrics"
+"description": "The following are multiple choice questions (with answers) about econometrics.\n\
+  \n"
+"group": "mmlu_flan_n_shot_generative_social_sciences"
+"include": "_mmlu_flan_generative_template_yaml"
+"task": "mmlu_flan_n_shot_generative_econometrics"
diff --git a/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_high_school_chemistry.yaml b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_high_school_chemistry.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0066ba7716c6316d911d273cdffd0a21fb019bdf
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_high_school_chemistry.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "high_school_chemistry"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school chemistry.\n\n"
+"group": "mmlu_flan_n_shot_generative_stem"
+"include": "_mmlu_flan_generative_template_yaml"
+"task": "mmlu_flan_n_shot_generative_high_school_chemistry"
diff --git a/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_high_school_computer_science.yaml b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_high_school_computer_science.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..b0d4ef155befae06523140e408ebbe6d2e88f4b3
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_high_school_computer_science.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "high_school_computer_science"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school computer science.\n\n"
+"group": "mmlu_flan_n_shot_generative_stem"
+"include": "_mmlu_flan_generative_template_yaml"
+"task": "mmlu_flan_n_shot_generative_high_school_computer_science"
diff --git a/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_high_school_macroeconomics.yaml b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_high_school_macroeconomics.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..71d822595f4699348f1aca2d47cb0bd9529d5e6f
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_high_school_macroeconomics.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "high_school_macroeconomics"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school macroeconomics.\n\n"
+"group": "mmlu_flan_n_shot_generative_social_sciences"
+"include": "_mmlu_flan_generative_template_yaml"
+"task": "mmlu_flan_n_shot_generative_high_school_macroeconomics"
diff --git a/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_high_school_us_history.yaml b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_high_school_us_history.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..68e3f0a97e14bdad7ae7456e28db627b8495797b
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_high_school_us_history.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "high_school_us_history"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school us history.\n\n"
+"group": "mmlu_flan_n_shot_generative_humanities"
+"include": "_mmlu_flan_generative_template_yaml"
+"task": "mmlu_flan_n_shot_generative_high_school_us_history"
diff --git a/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_international_law.yaml b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_international_law.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..be9018cfdb5023350aa78a30c576c42feb0627a9
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_international_law.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "international_law"
+"description": "The following are multiple choice questions (with answers) about international\
+  \ law.\n\n"
+"group": "mmlu_flan_n_shot_generative_humanities"
+"include": "_mmlu_flan_generative_template_yaml"
+"task": "mmlu_flan_n_shot_generative_international_law"
diff --git a/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_machine_learning.yaml b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_machine_learning.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..64496cfb07007054b60a746a1ae3196f2d53abfc
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_machine_learning.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "machine_learning"
+"description": "The following are multiple choice questions (with answers) about machine\
+  \ learning.\n\n"
+"group": "mmlu_flan_n_shot_generative_stem"
+"include": "_mmlu_flan_generative_template_yaml"
+"task": "mmlu_flan_n_shot_generative_machine_learning"
diff --git a/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_marketing.yaml b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_marketing.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0716dc144e3d01f2991c7126a2d47c53deb52bc9
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/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_n_shot_generative_other"
+"include": "_mmlu_flan_generative_template_yaml"
+"task": "mmlu_flan_n_shot_generative_marketing"
diff --git a/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_moral_disputes.yaml b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_moral_disputes.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..58bf43dfa819e83af629cc17b33ac6b49a5404dd
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_moral_disputes.yaml
@@ -0,0 +1,6 @@
+"dataset_name": "moral_disputes"
+"description": "The following are multiple choice questions (with answers) about moral\
+  \ disputes.\n\n"
+"group": "mmlu_flan_n_shot_generative_humanities"
+"include": "_mmlu_flan_generative_template_yaml"
+"task": "mmlu_flan_n_shot_generative_moral_disputes"
diff --git a/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_professional_medicine.yaml b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/mmlu_professional_medicine.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..c420d0d3607a30e7edf13bfa2afb36dd3bce364b
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/mmlu/flan_n_shot/generative/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_n_shot_generative_other"
+"include": "_mmlu_flan_generative_template_yaml"
+"task": "mmlu_flan_n_shot_generative_professional_medicine"