{ "config_general": { "lighteval_sha": "?", "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null, "job_id": 0, "start_time": 1307627.752785292, "end_time": 1323478.593680977, "total_evaluation_time_secondes": "15850.840895684902", "model_name": "meta-llama/Llama-3.1-8B-Instruct", "model_sha": "main", "model_dtype": "float16", "model_size": -1 }, "results": { "custom|3gpp:tsg|0": { "em": 0.132, "em_stderr": 0.007570776600135944 }, "custom|folio:logical_reasoning|0": { "em": 0.5024630541871922, "em_stderr": 0.03517945038691063 }, "custom|math:problem_solving|0": { "math_metric": 0.39, "math_metric_stderr": 0.021834685869369205 }, "custom|spider:text2sql|0": { "sql_metric": 0.3143921751280857, "sql_metric_stderr": 0.010022103608484503 }, "custom|telecom:qna|0": { "em": 0.6803, "em_stderr": 0.004663835989463232 }, "all": { "em": 0.4382543513957307, "em_stderr": 0.0158046876588366, "math_metric": 0.39, "math_metric_stderr": 0.021834685869369205, "sql_metric": 0.3143921751280857, "sql_metric_stderr": 0.010022103608484503 } }, "versions": { "custom|3gpp:tsg|0": 0, "custom|folio:logical_reasoning|0": 0, "custom|math:problem_solving|0": 0, "custom|spider:text2sql|0": 0, "custom|telecom:qna|0": 0 }, "config_tasks": { "custom|3gpp:tsg": { "name": "3gpp:tsg", "prompt_function": "tsg", "hf_repo": "./dataset/tsg", "hf_subset": "", "metric": [ { "metric_name": "em", "higher_is_better": true, "category": "3", "use_case": "1", "sample_level_fn": "compute", "corpus_level_fn": "mean" } ], "hf_revision": null, "hf_filter": null, "hf_avail_splits": [ "default" ], "trust_dataset": true, "evaluation_splits": [ "test" ], "few_shots_split": null, "few_shots_select": null, "generation_size": 100, "generation_grammar": null, "stop_sequence": [ "\n" ], "output_regex": null, "num_samples": null, "suite": [ "custom" ], "original_num_docs": 2000, "effective_num_docs": 2000, "must_remove_duplicate_docs": false, "version": 0, "frozen": false }, "custom|folio:logical_reasoning": { "name": "folio:logical_reasoning", "prompt_function": "folio_prompt", "hf_repo": "./dataset/folio", "hf_subset": "", "metric": [ { "metric_name": "em", "higher_is_better": true, "category": "3", "use_case": "1", "sample_level_fn": "compute", "corpus_level_fn": "mean" } ], "hf_revision": null, "hf_filter": null, "hf_avail_splits": [ "default" ], "trust_dataset": true, "evaluation_splits": [ "validation" ], "few_shots_split": null, "few_shots_select": null, "generation_size": 10, "generation_grammar": null, "stop_sequence": [ "\n" ], "output_regex": null, "num_samples": null, "suite": [ "custom" ], "original_num_docs": 203, "effective_num_docs": 203, "must_remove_duplicate_docs": false, "version": 0, "frozen": false }, "custom|math:problem_solving": { "name": "math:problem_solving", "prompt_function": "math_prompt", "hf_repo": "./dataset/math", "hf_subset": "", "metric": [ { "metric_name": "math_metric", "higher_is_better": true, "category": "3", "use_case": "1", "sample_level_fn": "compute", "corpus_level_fn": "mean" } ], "hf_revision": null, "hf_filter": null, "hf_avail_splits": [ "default" ], "trust_dataset": true, "evaluation_splits": [ "test" ], "few_shots_split": null, "few_shots_select": null, "generation_size": 2048, "generation_grammar": null, "stop_sequence": [ "\n\n\n" ], "output_regex": "\\$\\\\boxed\\{[^}]+\\}\\$", "num_samples": null, "suite": [ "custom" ], "original_num_docs": 500, "effective_num_docs": 500, "must_remove_duplicate_docs": false, "version": 0, "frozen": false }, "custom|spider:text2sql": { "name": "spider:text2sql", "prompt_function": "spider_prompt", "hf_repo": "./dataset/spider", "hf_subset": "", "metric": [ { "metric_name": "sql_metric", "higher_is_better": true, "category": "3", "use_case": "1", "sample_level_fn": "compute", "corpus_level_fn": "mean" } ], "hf_revision": null, "hf_filter": null, "hf_avail_splits": [ "default" ], "trust_dataset": true, "evaluation_splits": [ "test" ], "few_shots_split": null, "few_shots_select": null, "generation_size": 64, "generation_grammar": null, "stop_sequence": [ ";" ], "output_regex": "SELECT\\s+.+;", "num_samples": null, "suite": [ "custom" ], "original_num_docs": 2147, "effective_num_docs": 2147, "must_remove_duplicate_docs": false, "version": 0, "frozen": false }, "custom|telecom:qna": { "name": "telecom:qna", "prompt_function": "mmlu_teleQnA", "hf_repo": "./dataset/teleQnA", "hf_subset": "", "metric": [ { "metric_name": "em", "higher_is_better": true, "category": "3", "use_case": "1", "sample_level_fn": "compute", "corpus_level_fn": "mean" } ], "hf_revision": null, "hf_filter": null, "hf_avail_splits": [ "default" ], "trust_dataset": true, "evaluation_splits": [ "test" ], "few_shots_split": null, "few_shots_select": null, "generation_size": 1, "generation_grammar": null, "stop_sequence": [ "\n" ], "output_regex": null, "num_samples": null, "suite": [ "custom" ], "original_num_docs": 10000, "effective_num_docs": 10000, "must_remove_duplicate_docs": false, "version": 0, "frozen": false } }, "summary_tasks": { "custom|3gpp:tsg|0": { "hashes": { "hash_examples": "d8c2363760783b17", "hash_full_prompts": "d8c2363760783b17", "hash_input_tokens": "ea4afe6addc0a2a9", "hash_cont_tokens": "ea4afe6addc0a2a9" }, "truncated": 0, "non_truncated": 2000, "padded": 0, "non_padded": 0, "effective_few_shots": 0.0, "num_truncated_few_shots": 0 }, "custom|folio:logical_reasoning|0": { "hashes": { "hash_examples": "dddb08f04b3d6867", "hash_full_prompts": "dddb08f04b3d6867", "hash_input_tokens": "920e60cd4a2fa949", "hash_cont_tokens": "920e60cd4a2fa949" }, "truncated": 0, "non_truncated": 203, "padded": 0, "non_padded": 0, "effective_few_shots": 0.0, "num_truncated_few_shots": 0 }, "custom|math:problem_solving|0": { "hashes": { "hash_examples": "9bcbd00a55de4659", "hash_full_prompts": "9bcbd00a55de4659", "hash_input_tokens": "69b484ffde7179c6", "hash_cont_tokens": "69b484ffde7179c6" }, "truncated": 0, "non_truncated": 500, "padded": 0, "non_padded": 0, "effective_few_shots": 0.0, "num_truncated_few_shots": 0 }, "custom|spider:text2sql|0": { "hashes": { "hash_examples": "caaa474c97841107", "hash_full_prompts": "caaa474c97841107", "hash_input_tokens": "ab04153a363f0783", "hash_cont_tokens": "ab04153a363f0783" }, "truncated": 0, "non_truncated": 2147, "padded": 0, "non_padded": 0, "effective_few_shots": 0.0, "num_truncated_few_shots": 0 }, "custom|telecom:qna|0": { "hashes": { "hash_examples": "e1349c61b14a720f", "hash_full_prompts": "e1349c61b14a720f", "hash_input_tokens": "d0ae89bddace96ac", "hash_cont_tokens": "d0ae89bddace96ac" }, "truncated": 0, "non_truncated": 10000, "padded": 0, "non_padded": 0, "effective_few_shots": 0.0, "num_truncated_few_shots": 0 } }, "summary_general": { "hashes": { "hash_examples": "ec3465e939f6d47d", "hash_full_prompts": "ec3465e939f6d47d", "hash_input_tokens": "31eb7dcc25eaffd9", "hash_cont_tokens": "31eb7dcc25eaffd9" }, "truncated": 0, "non_truncated": 14850, "padded": 0, "non_padded": 0, "num_truncated_few_shots": 0 } }