diff --git a/ckpts/universal/global_step20/zero/21.post_attention_layernorm.weight/exp_avg_sq.pt b/ckpts/universal/global_step20/zero/21.post_attention_layernorm.weight/exp_avg_sq.pt new file mode 100644 index 0000000000000000000000000000000000000000..31592b2da9fdb362b22914b0815b78f994474a08 --- /dev/null +++ b/ckpts/universal/global_step20/zero/21.post_attention_layernorm.weight/exp_avg_sq.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aec91aadfa668b31623ab1b5c39cc6ba91fb4121ce481f7d645e00dee3bbccef +size 9387 diff --git a/ckpts/universal/global_step20/zero/6.mlp.dense_h_to_4h.weight/exp_avg.pt b/ckpts/universal/global_step20/zero/6.mlp.dense_h_to_4h.weight/exp_avg.pt new file mode 100644 index 0000000000000000000000000000000000000000..42269358ba2859b01554b76ad035a423511396a5 --- /dev/null +++ b/ckpts/universal/global_step20/zero/6.mlp.dense_h_to_4h.weight/exp_avg.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c68907a53b83ef6e7a7ed352038e428893ecd5d17f9f4ca5366aa1371636507 +size 33555612 diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/README.md b/lm-evaluation-harness/lm_eval/tasks/ammlu/README.md new file mode 100644 index 0000000000000000000000000000000000000000..b83e2af67df4c6e82350caaae54a68709a1c59dd --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/README.md @@ -0,0 +1,42 @@ +# ArabicMMLU + +### Paper + +ArabicMMLU: Measuring massive multitask language understanding in Arabic +This dataset has been translated from the original MMLU with the help of GPT-4. + +The original data [MMLU](https://arxiv.org/pdf/2009.03300v3.pdf) + +The translation has been done with AceGPT researchers [AceGPT](https://arxiv.org/abs/2309.12053) + +ArabicMMLU is a comprehensive evaluation benchmark specifically designed to evaluate the knowledge and reasoning abilities of LLMs within the context of Arabic language and culture. +ArabicMMLU covers a wide range of subjects, comprising 57 topics that span from elementary to advanced professional levels. + +Homepage: [AceGPT Homepage](https://github.com/FreedomIntelligence/AceGPT/tree/main/eval/benchmark_eval/benchmarks/MMLUArabic) + +### Citation + + +### Groups and Tasks + +#### Groups + +- `ammlu`: All 57 subjects of the ArabicMMLU dataset, evaluated following the methodology in MMLU's original implementation. + +#### Tasks + + +The following tasks evaluate subjects in the ArabicMMLU dataset using loglikelihood-based multiple-choice scoring: +- `ammlu_{subject_english}` + +### Checklist + +* [x] Is the task an existing benchmark in the literature? + * [x] Have you referenced the original paper that introduced the task? + * [x] If yes, does the original paper provide a reference implementation? + * [x] Yes, original implementation contributed by author of the benchmark + +If other tasks on this dataset are already supported: +* [x] Is the "Main" variant of this task clearly denoted? +* [x] Have you provided a short sentence in a README on what each new variant adds / evaluates? +* [x] Have you noted which, if any, published evaluation setups are matched by this variant? diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/_default_template_yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/_default_template_yaml new file mode 100644 index 0000000000000000000000000000000000000000..bbcefffb7889e16d0e9abdc0015149e72b39b029 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/_default_template_yaml @@ -0,0 +1,19 @@ +group: ammlu +dataset_path: Hennara/ammlu +test_split: test +fewshot_split: dev +fewshot_config: + sampler: first_n +output_type: multiple_choice +doc_to_text: "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\nالجواب:" +doc_to_choice: ["A", "B", "C", "D"] +doc_to_target: "{{['A', 'B', 'C', 'D'].index(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/ammlu/_generate_configs.py b/lm-evaluation-harness/lm_eval/tasks/ammlu/_generate_configs.py new file mode 100644 index 0000000000000000000000000000000000000000..5105e94c2608851f223d221b757a4ea560b3087c --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/_generate_configs.py @@ -0,0 +1,119 @@ +""" +Take in a YAML, and output all other splits with this YAML +""" +import argparse +import os + +import yaml +from tqdm import tqdm + + +SUBJECTS = { + "abstract_algebra": "ألعلوم وتقنية المعلومات و الرياضيات", + "anatomy": "ألعلوم وتقنية المعلومات و الرياضيات", + "astronomy": "ألعلوم وتقنية المعلومات و الرياضيات", + "business_ethics": "علوم أخرى", + "clinical_knowledge": "علوم أخرى", + "college_biology": "ألعلوم وتقنية المعلومات و الرياضيات", + "college_chemistry": "ألعلوم وتقنية المعلومات و الرياضيات", + "college_computer_science": "ألعلوم وتقنية المعلومات و الرياضيات", + "college_mathematics": "ألعلوم وتقنية المعلومات و الرياضيات", + "college_medicine": "علوم أخرى", + "college_physics": "ألعلوم وتقنية المعلومات و الرياضيات", + "computer_security": "ألعلوم وتقنية المعلومات و الرياضيات", + "conceptual_physics": "ألعلوم وتقنية المعلومات و الرياضيات", + "econometrics": "العلوم الإجتماعية", + "electrical_engineering": "ألعلوم وتقنية المعلومات و الرياضيات", + "elementary_mathematics": "ألعلوم وتقنية المعلومات و الرياضيات", + "formal_logic": "العلوم الانسانية", + "global_facts": "علوم أخرى", + "high_school_biology": "ألعلوم وتقنية المعلومات و الرياضيات", + "high_school_chemistry": "ألعلوم وتقنية المعلومات و الرياضيات", + "high_school_computer_science": "ألعلوم وتقنية المعلومات و الرياضيات", + "high_school_european_history": "العلوم الانسانية", + "high_school_geography": "العلوم الإجتماعية", + "high_school_government_and_politics": "العلوم الإجتماعية", + "high_school_macroeconomics": "العلوم الإجتماعية", + "high_school_mathematics": "ألعلوم وتقنية المعلومات و الرياضيات", + "high_school_microeconomics": "العلوم الإجتماعية", + "high_school_physics": "ألعلوم وتقنية المعلومات و الرياضيات", + "high_school_psychology": "العلوم الإجتماعية", + "high_school_statistics": "ألعلوم وتقنية المعلومات و الرياضيات", + "high_school_us_history": "العلوم الانسانية", + "high_school_world_history": "العلوم الانسانية", + "human_aging": "علوم أخرى", + "human_sexuality": "العلوم الإجتماعية", + "international_law": "العلوم الانسانية", + "jurisprudence": "العلوم الانسانية", + "logical_fallacies": "العلوم الانسانية", + "machine_learning": "ألعلوم وتقنية المعلومات و الرياضيات", + "management": "علوم أخرى", + "marketing": "علوم أخرى", + "medical_genetics": "علوم أخرى", + "miscellaneous": "علوم أخرى", + "moral_disputes": "العلوم الانسانية", + "moral_scenarios": "العلوم الانسانية", + "nutrition": "علوم أخرى", + "philosophy": "العلوم الانسانية", + "prehistory": "العلوم الانسانية", + "professional_accounting": "علوم أخرى", + "professional_law": "العلوم الانسانية", + "professional_medicine": "علوم أخرى", + "professional_psychology": "العلوم الإجتماعية", + "public_relations": "العلوم الإجتماعية", + "security_studies": "العلوم الإجتماعية", + "sociology": "العلوم الإجتماعية", + "us_foreign_policy": "العلوم الإجتماعية", + "virology": "علوم أخرى", + "world_religions": "العلوم الانسانية", +} + + +def parse_args(): + parser = argparse.ArgumentParser() + parser.add_argument("--base_yaml_path", required=True) + parser.add_argument("--save_prefix_path", default="ammlu") + 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) + + for subject_eng, category in tqdm(SUBJECTS.items()): + if args.cot_prompt_path is not None: + description = cot_file[subject_eng] + else: + description = f"فم بعملية التقييم في مجال {category} \n\n" + + yaml_dict = { + "include": base_yaml_name, + "task": f"ammlu_{args.task_prefix}_{subject_eng}" + if args.task_prefix != "" + else f"ammlu_{subject_eng}", + "dataset_name": subject_eng, + "description": description, + } + + file_save_path = args.save_prefix_path + f"_{subject_eng}.yaml" + print(f"Saving yaml for subset {subject_eng} 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/ammlu/ammlu_astronomy.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_astronomy.yaml new file mode 100644 index 0000000000000000000000000000000000000000..33e4d3e76f0808549fdae2e088c27dbef14c6035 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_astronomy.yaml @@ -0,0 +1,4 @@ +"dataset_name": "astronomy" +"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n" +"include": "_default_template_yaml" +"task": "ammlu_astronomy" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_business_ethics.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_business_ethics.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f86b317a22deca40e17043fe5ddf1823b15873cb --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_business_ethics.yaml @@ -0,0 +1,4 @@ +"dataset_name": "business_ethics" +"description": "فم بعملية التقييم في مجال علوم أخرى \n\n" +"include": "_default_template_yaml" +"task": "ammlu_business_ethics" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_clinical_knowledge.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_clinical_knowledge.yaml new file mode 100644 index 0000000000000000000000000000000000000000..af040fbbeb75810c212d7e68db9010ee0ef69b17 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_clinical_knowledge.yaml @@ -0,0 +1,4 @@ +"dataset_name": "clinical_knowledge" +"description": "فم بعملية التقييم في مجال علوم أخرى \n\n" +"include": "_default_template_yaml" +"task": "ammlu_clinical_knowledge" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_college_biology.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_college_biology.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0040902b6b40420777c1cfa3ea43f9e693745fb9 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_college_biology.yaml @@ -0,0 +1,4 @@ +"dataset_name": "college_biology" +"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n" +"include": "_default_template_yaml" +"task": "ammlu_college_biology" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_college_mathematics.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_college_mathematics.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f86305ff9f813b755c629800f9dabae900fd234b --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_college_mathematics.yaml @@ -0,0 +1,4 @@ +"dataset_name": "college_mathematics" +"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n" +"include": "_default_template_yaml" +"task": "ammlu_college_mathematics" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_college_medicine.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_college_medicine.yaml new file mode 100644 index 0000000000000000000000000000000000000000..20ed05afe21d5256169d05a658b9a34bbbf9f830 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_college_medicine.yaml @@ -0,0 +1,4 @@ +"dataset_name": "college_medicine" +"description": "فم بعملية التقييم في مجال علوم أخرى \n\n" +"include": "_default_template_yaml" +"task": "ammlu_college_medicine" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_conceptual_physics.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_conceptual_physics.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1d8b329adfbbb86221fbd7d467b691dfee67bb2c --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_conceptual_physics.yaml @@ -0,0 +1,4 @@ +"dataset_name": "conceptual_physics" +"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n" +"include": "_default_template_yaml" +"task": "ammlu_conceptual_physics" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_electrical_engineering.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_electrical_engineering.yaml new file mode 100644 index 0000000000000000000000000000000000000000..209d660fbf8209c1688822a6f8c9b4c94d5b3131 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_electrical_engineering.yaml @@ -0,0 +1,4 @@ +"dataset_name": "electrical_engineering" +"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n" +"include": "_default_template_yaml" +"task": "ammlu_electrical_engineering" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_formal_logic.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_formal_logic.yaml new file mode 100644 index 0000000000000000000000000000000000000000..8b20a85896bf52fb16e7536b46174f2671240224 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_formal_logic.yaml @@ -0,0 +1,4 @@ +"dataset_name": "formal_logic" +"description": "فم بعملية التقييم في مجال العلوم الانسانية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_formal_logic" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_global_facts.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_global_facts.yaml new file mode 100644 index 0000000000000000000000000000000000000000..8236238279cf72b117256b5faefc07ca6de6c3a3 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_global_facts.yaml @@ -0,0 +1,4 @@ +"dataset_name": "global_facts" +"description": "فم بعملية التقييم في مجال علوم أخرى \n\n" +"include": "_default_template_yaml" +"task": "ammlu_global_facts" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_biology.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_biology.yaml new file mode 100644 index 0000000000000000000000000000000000000000..16bc3ab6b0b156367714db4b3f892517edaf35f3 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_biology.yaml @@ -0,0 +1,4 @@ +"dataset_name": "high_school_biology" +"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n" +"include": "_default_template_yaml" +"task": "ammlu_high_school_biology" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_chemistry.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_chemistry.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3f2e675e4c80caad0aa387b6445d27e0ed4c95a7 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_chemistry.yaml @@ -0,0 +1,4 @@ +"dataset_name": "high_school_chemistry" +"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n" +"include": "_default_template_yaml" +"task": "ammlu_high_school_chemistry" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_computer_science.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_computer_science.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d6ab8409eb6648d80adca19929907f10b1f7c65e --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_computer_science.yaml @@ -0,0 +1,4 @@ +"dataset_name": "high_school_computer_science" +"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n" +"include": "_default_template_yaml" +"task": "ammlu_high_school_computer_science" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_european_history.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_european_history.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f22a5991753c71b8147ee368e771faf600b86693 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_european_history.yaml @@ -0,0 +1,4 @@ +"dataset_name": "high_school_european_history" +"description": "فم بعملية التقييم في مجال العلوم الانسانية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_high_school_european_history" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_macroeconomics.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_macroeconomics.yaml new file mode 100644 index 0000000000000000000000000000000000000000..68e07427671753790b7602c3f7b25cab3f1ed354 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_macroeconomics.yaml @@ -0,0 +1,4 @@ +"dataset_name": "high_school_macroeconomics" +"description": "فم بعملية التقييم في مجال العلوم الإجتماعية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_high_school_macroeconomics" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_psychology.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_psychology.yaml new file mode 100644 index 0000000000000000000000000000000000000000..224026225b85f638ae70afa46a55ee71e3fa082e --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_psychology.yaml @@ -0,0 +1,4 @@ +"dataset_name": "high_school_psychology" +"description": "فم بعملية التقييم في مجال العلوم الإجتماعية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_high_school_psychology" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_statistics.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_statistics.yaml new file mode 100644 index 0000000000000000000000000000000000000000..49c97a7358b40dd5b4b8215a3cdd4eba58805c84 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_statistics.yaml @@ -0,0 +1,4 @@ +"dataset_name": "high_school_statistics" +"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n" +"include": "_default_template_yaml" +"task": "ammlu_high_school_statistics" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_world_history.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_world_history.yaml new file mode 100644 index 0000000000000000000000000000000000000000..8dd7fc469acf0fc8fb15efbdf56ccc062bf84b4b --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_high_school_world_history.yaml @@ -0,0 +1,4 @@ +"dataset_name": "high_school_world_history" +"description": "فم بعملية التقييم في مجال العلوم الانسانية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_high_school_world_history" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_human_sexuality.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_human_sexuality.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d97b76f8434566ef32e7c925c839fe698e62b202 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_human_sexuality.yaml @@ -0,0 +1,4 @@ +"dataset_name": "human_sexuality" +"description": "فم بعملية التقييم في مجال العلوم الإجتماعية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_human_sexuality" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_international_law.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_international_law.yaml new file mode 100644 index 0000000000000000000000000000000000000000..46660c50894a3677529b536681f9ba3d82447229 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_international_law.yaml @@ -0,0 +1,4 @@ +"dataset_name": "international_law" +"description": "فم بعملية التقييم في مجال العلوم الانسانية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_international_law" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_jurisprudence.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_jurisprudence.yaml new file mode 100644 index 0000000000000000000000000000000000000000..97f34f0fa4402e88fa496b441e579f6c3f123737 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_jurisprudence.yaml @@ -0,0 +1,4 @@ +"dataset_name": "jurisprudence" +"description": "فم بعملية التقييم في مجال العلوم الانسانية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_jurisprudence" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_machine_learning.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_machine_learning.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ddf19efc638872477410d6a80ca8ae9e8d40df30 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_machine_learning.yaml @@ -0,0 +1,4 @@ +"dataset_name": "machine_learning" +"description": "فم بعملية التقييم في مجال ألعلوم وتقنية المعلومات و الرياضيات \n\n" +"include": "_default_template_yaml" +"task": "ammlu_machine_learning" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_management.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_management.yaml new file mode 100644 index 0000000000000000000000000000000000000000..36780c08a5737939af46b1e9c34909c23e10f49c --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_management.yaml @@ -0,0 +1,4 @@ +"dataset_name": "management" +"description": "فم بعملية التقييم في مجال علوم أخرى \n\n" +"include": "_default_template_yaml" +"task": "ammlu_management" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_miscellaneous.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_miscellaneous.yaml new file mode 100644 index 0000000000000000000000000000000000000000..b81c28b3e761fb842a1301d592977cdac57fcefd --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_miscellaneous.yaml @@ -0,0 +1,4 @@ +"dataset_name": "miscellaneous" +"description": "فم بعملية التقييم في مجال علوم أخرى \n\n" +"include": "_default_template_yaml" +"task": "ammlu_miscellaneous" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_moral_scenarios.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_moral_scenarios.yaml new file mode 100644 index 0000000000000000000000000000000000000000..891f62917fc1077dc94c0f927bcddb046a2cfe20 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_moral_scenarios.yaml @@ -0,0 +1,4 @@ +"dataset_name": "moral_scenarios" +"description": "فم بعملية التقييم في مجال العلوم الانسانية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_moral_scenarios" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_nutrition.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_nutrition.yaml new file mode 100644 index 0000000000000000000000000000000000000000..6e2c10a4108d0575656a0729170579182325b032 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_nutrition.yaml @@ -0,0 +1,4 @@ +"dataset_name": "nutrition" +"description": "فم بعملية التقييم في مجال علوم أخرى \n\n" +"include": "_default_template_yaml" +"task": "ammlu_nutrition" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_professional_accounting.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_professional_accounting.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ea4e68c93d418d4de3062bb3e7408d087916daf8 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_professional_accounting.yaml @@ -0,0 +1,4 @@ +"dataset_name": "professional_accounting" +"description": "فم بعملية التقييم في مجال علوم أخرى \n\n" +"include": "_default_template_yaml" +"task": "ammlu_professional_accounting" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_professional_law.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_professional_law.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ce37c8f63a8a10f911e9b225096a7d5d9c815c7c --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_professional_law.yaml @@ -0,0 +1,4 @@ +"dataset_name": "professional_law" +"description": "فم بعملية التقييم في مجال العلوم الانسانية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_professional_law" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_professional_medicine.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_professional_medicine.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a7b1d184d9905e1a7ab05db84184e0ab004da526 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_professional_medicine.yaml @@ -0,0 +1,4 @@ +"dataset_name": "professional_medicine" +"description": "فم بعملية التقييم في مجال علوم أخرى \n\n" +"include": "_default_template_yaml" +"task": "ammlu_professional_medicine" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_professional_psychology.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_professional_psychology.yaml new file mode 100644 index 0000000000000000000000000000000000000000..65a721c92aeaaea67666c168dc9b1151e23ebab3 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_professional_psychology.yaml @@ -0,0 +1,4 @@ +"dataset_name": "professional_psychology" +"description": "فم بعملية التقييم في مجال العلوم الإجتماعية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_professional_psychology" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_public_relations.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_public_relations.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e2bdc98c67144b44c6cce84e2a21cfb9cfecdc9e --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_public_relations.yaml @@ -0,0 +1,4 @@ +"dataset_name": "public_relations" +"description": "فم بعملية التقييم في مجال العلوم الإجتماعية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_public_relations" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_us_foreign_policy.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_us_foreign_policy.yaml new file mode 100644 index 0000000000000000000000000000000000000000..6f934dab9b7b7215afc9e35fb8c04e2264ab8364 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_us_foreign_policy.yaml @@ -0,0 +1,4 @@ +"dataset_name": "us_foreign_policy" +"description": "فم بعملية التقييم في مجال العلوم الإجتماعية \n\n" +"include": "_default_template_yaml" +"task": "ammlu_us_foreign_policy" diff --git a/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_virology.yaml b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_virology.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f2b0ad6e42b9acdfcf3040baa73e2a155faaa4e7 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/ammlu/ammlu_virology.yaml @@ -0,0 +1,4 @@ +"dataset_name": "virology" +"description": "فم بعملية التقييم في مجال علوم أخرى \n\n" +"include": "_default_template_yaml" +"task": "ammlu_virology" diff --git a/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/__pycache__/utils.cpython-310.pyc b/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/__pycache__/utils.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..806652e1ad0ed9dbdce06ef538569db7462e37c9 Binary files /dev/null and b/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/__pycache__/utils.cpython-310.pyc differ diff --git a/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/indic_arc_challenge_common_yaml b/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/indic_arc_challenge_common_yaml new file mode 100644 index 0000000000000000000000000000000000000000..ee9001a693a8c4109f1bd66e567ff1b74f65a22c --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/indic_arc_challenge_common_yaml @@ -0,0 +1,20 @@ +# This file will be included in the generated language-specific task configs. +# It doesn't have a yaml file extension as it is not meant to be imported directly +# by the harness. +group: Cognitive-Lab/Indic-ARC-Challenge +dataset_path: Cognitive-Lab/Indic-ARC-Challenge + +output_type: multiple_choice +#training_split: train +#validation_split: validation +test_split: test + +doc_to_target: label +doc_to_choice: !function utils.doc_to_choice + +metric_list: + - metric: acc + aggregation: mean + higher_is_better: true +metadata: + version: 1.0 diff --git a/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/indic_arc_challenge_hi.yaml b/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/indic_arc_challenge_hi.yaml new file mode 100644 index 0000000000000000000000000000000000000000..2ed01ddcae7b50f501b15a099d193ba86ced3ce0 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/indic_arc_challenge_hi.yaml @@ -0,0 +1,9 @@ +dataset_name: hi +include: indic_arc_challenge_common_yaml +doc_to_text: "Question: {{translated_question}}\nAnswer:" +doc_to_target: "{{translated_choices.label.index(answerKey)}}" +doc_to_choice: "{{translated_choices.text}}" +should_decontaminate: true +doc_to_decontamination_query: "Question: {{translated_question}}\nAnswer:" + +task: indic_arc_challenge_hi \ No newline at end of file diff --git a/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/indic_arc_challenge_mr.yaml b/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/indic_arc_challenge_mr.yaml new file mode 100644 index 0000000000000000000000000000000000000000..b13616f643f820072a7dfcf56484f93828ef9961 --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/indic_arc_challenge_mr.yaml @@ -0,0 +1,9 @@ +dataset_name: mr +include: indic_arc_challenge_common_yaml +doc_to_text: "Question: {{translated_question}}\nAnswer:" +doc_to_target: "{{translated_choices.label.index(answerKey)}}" +doc_to_choice: "{{translated_choices.text}}" +should_decontaminate: true +doc_to_decontamination_query: "Question: {{translated_question}}\nAnswer:" + +task: indic_arc_challenge_mr \ No newline at end of file diff --git a/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/utils.py b/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..37b6471997252fc1fe1b128730a55b87ffdd2d1c --- /dev/null +++ b/lm-evaluation-harness/lm_eval/tasks/indic_arc_challenge/utils.py @@ -0,0 +1,136 @@ +from functools import partial + + +def convert_choice(choice): + return choice + + +def doc_to_text(doc, connector): + # Drop the period + conn = connector[doc["question"]] + return doc["premise"].strip()[:-1] + f" {conn}" + + +def doc_to_choice(doc): + return [convert_choice(doc["choice1"]), convert_choice(doc["choice2"])] + + +doc_to_text_hi = partial( + doc_to_text, + connector={ + "cause": "कारण", + "effect": "परिणाम", + }, +) + +doc_to_text_mr = partial( + doc_to_text, + connector={ + "cause": "कारण", + "effect": "परिणाम", + }, +) + +doc_to_text_as = partial( + doc_to_text, + connector={ + "cause": "কাৰণ", + "effect": "প্ৰভাৱ", + }, +) + +doc_to_text_bn = partial( + doc_to_text, + connector={ + "cause": "কারণ", + "effect": "প্রভাব", + }, +) + +doc_to_text_gu = partial( + doc_to_text, + connector={ + "cause": "કારણ", + "effect": "અસર", + }, +) + +doc_to_text_kn = partial( + doc_to_text, + connector={ + "cause": "ಕಾರಣ", + "effect": "ಪರಿಣಾಮ", + }, +) + +doc_to_text_mai = partial( + doc_to_text, + connector={ + "cause": "कारण", + "effect": "प्रभाव", + }, +) + +doc_to_text_ml = partial( + doc_to_text, + connector={ + "cause": "കാരണമാകുന്നു", + "effect": "ഫലം", + }, +) + +doc_to_text_ne = partial( + doc_to_text, + connector={ + "cause": "कारण", + "effect": "असर", + }, +) + +doc_to_text_or = partial( + doc_to_text, + connector={ + "cause": "କାରଣ", + "effect": "ପ୍ରଭାବ", + }, +) + +doc_to_text_sa = partial( + doc_to_text, + connector={ + "cause": "निमित्तम्‌", + "effect": "परिणाम", + }, +) + +doc_to_text_sd = partial( + doc_to_text, + connector={ + "cause": "سبب", + "effect": "اثر", + }, +) + +doc_to_text_ta = partial( + doc_to_text, + connector={ + "cause": "காரணம்", + "effect": "விளைவு", + }, +) + +doc_to_text_te = partial( + doc_to_text, + connector={ + "cause": "కారణం", + "effect": "ప్రభావం", + }, +) + +doc_to_text_ur = partial( + doc_to_text, + connector={ + "cause": "وجہ", + "effect": "اثر", + }, +) diff --git a/venv/lib/python3.10/site-packages/pytz/zoneinfo/America/Antigua 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