{ "results": { "arc_challenge": { "acc,none": 0.3199658703071672, "acc_stderr,none": 0.013631345807016193, "acc_norm,none": 0.3532423208191126, "acc_norm_stderr,none": 0.013967822714840055 }, "arc_easy": { "acc,none": 0.6721380471380471, "acc_stderr,none": 0.009632587076170016, "acc_norm,none": 0.5955387205387206, "acc_norm_stderr,none": 0.010070746648278783 }, "lambada_openai": { "perplexity,none": 4.855671424502843, "perplexity_stderr,none": 0.11455715396173873, "acc,none": 0.6574810789831166, "acc_stderr,none": 0.006611438859225025 }, "logiqa": { "acc,none": 0.23348694316436253, "acc_stderr,none": 0.016593362460570887, "acc_norm,none": 0.2749615975422427, "acc_norm_stderr,none": 0.017512971782225207 }, "piqa": { "acc,none": 0.7557127312295974, "acc_stderr,none": 0.010024765172284218, "acc_norm,none": 0.7665941240478781, "acc_norm_stderr,none": 0.009869247889521015 }, "sciq": { "acc,none": 0.898, "acc_stderr,none": 0.009575368801653895, "acc_norm,none": 0.837, "acc_norm_stderr,none": 0.011686212712746839 }, "winogrande": { "acc,none": 0.6172059984214681, "acc_stderr,none": 0.013660946109442016 }, "wsc": { "acc,none": 0.36538461538461536, "acc_stderr,none": 0.0474473339327792 } }, "configs": { "arc_challenge": { "task": "arc_challenge", "group": [ "ai2_arc" ], "dataset_path": "ai2_arc", "dataset_name": "ARC-Challenge", "training_split": "train", "validation_split": "validation", "test_split": "test", "doc_to_text": "Question: {{question}}\nAnswer:", "doc_to_target": "{{choices.label.index(answerKey)}}", "doc_to_choice": "{{choices.text}}", "description": "", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "num_fewshot": 0, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": true, "doc_to_decontamination_query": "Question: {{question}}\nAnswer:" }, "arc_easy": { "task": "arc_easy", "group": [ "ai2_arc" ], "dataset_path": "ai2_arc", "dataset_name": "ARC-Easy", "training_split": "train", "validation_split": "validation", "test_split": "test", "doc_to_text": "Question: {{question}}\nAnswer:", "doc_to_target": "{{choices.label.index(answerKey)}}", "doc_to_choice": "{{choices.text}}", "description": "", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "num_fewshot": 0, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": true, "doc_to_decontamination_query": "Question: {{question}}\nAnswer:" }, "lambada_openai": { "task": "lambada_openai", "group": [ "lambada" ], "dataset_path": "EleutherAI/lambada_openai", "dataset_name": "default", "test_split": "test", "doc_to_text": "{{text.split(' ')[:-1]|join(' ')}}", "doc_to_target": "{{' '+text.split(' ')[-1]}}", "description": "", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "num_fewshot": 0, "metric_list": [ { "metric": "perplexity", "aggregation": "perplexity", "higher_is_better": false }, { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "loglikelihood", "repeats": 1, "should_decontaminate": true, "doc_to_decontamination_query": "{{text}}" }, "logiqa": { "task": "logiqa", "dataset_path": "EleutherAI/logiqa", "dataset_name": "logiqa", "training_split": "train", "validation_split": "validation", "test_split": "test", "doc_to_text": "", "doc_to_target": "", "doc_to_choice": "{{options}}", "description": "", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "num_fewshot": 0, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": true, "doc_to_decontamination_query": "{{context}}" }, "piqa": { "task": "piqa", "dataset_path": "piqa", "training_split": "train", "validation_split": "validation", "doc_to_text": "Question: {{goal}}\nAnswer:", "doc_to_target": "label", "doc_to_choice": "{{[sol1, sol2]}}", "description": "", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "num_fewshot": 0, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": true, "doc_to_decontamination_query": "goal" }, "sciq": { "task": "sciq", "dataset_path": "sciq", "training_split": "train", "validation_split": "validation", "test_split": "test", "doc_to_text": "{{support.lstrip()}}\nQuestion: {{question}}\nAnswer:", "doc_to_target": 3, "doc_to_choice": "{{[distractor1, distractor2, distractor3, correct_answer]}}", "description": "", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "num_fewshot": 0, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": true, "doc_to_decontamination_query": "{{support}} {{question}}" }, "winogrande": { "task": "winogrande", "dataset_path": "winogrande", "dataset_name": "winogrande_xl", "training_split": "train", "validation_split": "validation", "doc_to_text": "", "doc_to_target": "", "doc_to_choice": "", "description": "", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "num_fewshot": 0, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": true, "doc_to_decontamination_query": "sentence" }, "wsc": { "task": "wsc", "group": [ "super-glue-lm-eval-v1" ], "dataset_path": "super_glue", "dataset_name": "wsc.fixed", "training_split": "train", "validation_split": "validation", "doc_to_text": "", "doc_to_target": "label", "doc_to_choice": [ "no", "yes" ], "description": "", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "num_fewshot": 0, "metric_list": [ { "metric": "acc" } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false } }, "versions": { "arc_challenge": "Yaml", "arc_easy": "Yaml", "lambada_openai": "Yaml", "logiqa": "Yaml", "piqa": "Yaml", "sciq": "Yaml", "winogrande": "Yaml", "wsc": "Yaml" }, "config": { "model": "hf", "model_args": "pretrained=usvsnsp/pythia-6.9b-ppo,dtype=float16", "batch_size": 1, "batch_sizes": [], "device": null, "use_cache": null, "limit": null, "bootstrap_iters": 100000 }, "git_hash": "0aa37743" }