Unverified Commit e53eb332 authored by Stella Biderman's avatar Stella Biderman Committed by GitHub
Browse files

Merge pull request #477 from juletx/results

Add results of various models in json and md format
parents d1327193 92a50856
{
"results": {
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},
"config": {
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{
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"config": {
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},
"versions": {
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"hendrycksTest-clinical_knowledge": 0,
"hendrycksTest-high_school_european_history": 0,
"hendrycksTest-high_school_psychology": 0,
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"hendrycksTest-high_school_government_and_politics": 0,
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"hendrycksTest-professional_accounting": 0,
"hendrycksTest-anatomy": 0,
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"hendrycksTest-moral_scenarios": 0,
"hendrycksTest-conceptual_physics": 0,
"hendrycksTest-virology": 0,
"hendrycksTest-world_religions": 0,
"hendrycksTest-high_school_computer_science": 0,
"hendrycksTest-abstract_algebra": 0,
"hendrycksTest-medical_genetics": 0,
"hendrycksTest-nutrition": 0,
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"hendrycksTest-us_foreign_policy": 0,
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"hendrycksTest-high_school_world_history": 0,
"hendrycksTest-human_sexuality": 0,
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"hendrycksTest-college_medicine": 0,
"hendrycksTest-formal_logic": 0,
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"hendrycksTest-marketing": 0,
"hendrycksTest-jurisprudence": 0,
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"hendrycksTest-high_school_chemistry": 0,
"hendrycksTest-prehistory": 0,
"hendrycksTest-machine_learning": 0,
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"hendrycksTest-global_facts": 0,
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"hendrycksTest-high_school_geography": 0,
"hendrycksTest-human_aging": 0,
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"hendrycksTest-public_relations": 0,
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"hendrycksTest-electrical_engineering": 0,
"hendrycksTest-logical_fallacies": 0,
"hendrycksTest-moral_disputes": 0,
"hendrycksTest-high_school_statistics": 0,
"hendrycksTest-college_physics": 0,
"hendrycksTest-econometrics": 0,
"hendrycksTest-miscellaneous": 0,
"hendrycksTest-astronomy": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=/gaueko1/hizkuntza-ereduak/LLaMA/lm/huggingface/13B,use_accelerate=True",
"num_fewshot": 5,
"batch_size": "auto",
"device": "cuda:0",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
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},
"pawsx_en": {
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},
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}
}
{
"results": {
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},
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"truthfulqa_mc": {
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"mc1_stderr": 0.0153218216884762,
"mc2": 0.39884734031519786,
"mc2_stderr": 0.013703865869126058
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"squad2": {
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"f1": 24.060945088960178,
"HasAns_exact": 21.086369770580298,
"HasAns_f1": 36.34878560074651,
"NoAns_exact": 11.808242220353238,
"NoAns_f1": 11.808242220353238,
"best_exact": 50.07159100480081,
"best_f1": 50.073888042388
},
"webqs": {
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}
},
"versions": {
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"truthfulqa_mc": 1,
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},
"config": {
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}
{
"results": {
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},
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}
}
{
"results": {
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"wic": {
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}
{
"results": {
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},
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},
"config": {
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}
{
"results": {
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},
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},
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"no_cache": true,
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}
}
{
"results": {
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"xstory_cloze_my": {
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"xstory_cloze_te": {
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"xstory_cloze_ar": {
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},
"xstory_cloze_sw": {
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"xstory_cloze_eu": {
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},
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},
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}
},
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},
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"no_cache": true,
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}
}
{
"results": {
"xwinograd_pt": {
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"acc_stderr": 0.02789350966043832
},
"xwinograd_jp": {
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},
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},
"xwinograd_ru": {
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},
"xwinograd_zh": {
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"acc_stderr": 0.020424963888406065
},
"xwinograd_fr": {
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},
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"xwinograd_zh": 0,
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},
"config": {
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"model_args": "pretrained=/gaueko1/hizkuntza-ereduak/LLaMA/lm/huggingface/13B",
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"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
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}
}
# llama-30B
## llama-30B_bbh_3-shot.json
| Task |Version| Metric |Value| |Stderr|
|------------------------------------------------|------:|---------------------|----:|---|-----:|
|bigbench_causal_judgement | 0|multiple_choice_grade|57.37|± | 3.60|
|bigbench_date_understanding | 0|multiple_choice_grade|69.92|± | 2.39|
|bigbench_disambiguation_qa | 0|multiple_choice_grade|54.26|± | 3.11|
|bigbench_dyck_languages | 0|multiple_choice_grade|21.20|± | 1.29|
|bigbench_formal_fallacies_syllogisms_negation | 0|multiple_choice_grade|50.58|± | 0.42|
|bigbench_geometric_shapes | 0|multiple_choice_grade|27.86|± | 2.37|
| | |exact_str_match | 0.00|± | 0.00|
|bigbench_hyperbaton | 0|multiple_choice_grade|51.52|± | 0.22|
|bigbench_logical_deduction_five_objects | 0|multiple_choice_grade|36.80|± | 2.16|
|bigbench_logical_deduction_seven_objects | 0|multiple_choice_grade|25.29|± | 1.64|
|bigbench_logical_deduction_three_objects | 0|multiple_choice_grade|53.00|± | 2.89|
|bigbench_movie_recommendation | 0|multiple_choice_grade|63.20|± | 2.16|
|bigbench_navigate | 0|multiple_choice_grade|49.00|± | 1.58|
|bigbench_reasoning_about_colored_objects | 0|multiple_choice_grade|55.65|± | 1.11|
|bigbench_ruin_names | 0|multiple_choice_grade|39.73|± | 2.31|
|bigbench_salient_translation_error_detection | 0|multiple_choice_grade|19.84|± | 1.26|
|bigbench_snarks | 0|multiple_choice_grade|46.96|± | 3.72|
|bigbench_sports_understanding | 0|multiple_choice_grade|62.37|± | 1.54|
|bigbench_temporal_sequences | 0|multiple_choice_grade|14.60|± | 1.12|
|bigbench_tracking_shuffled_objects_five_objects | 0|multiple_choice_grade|21.28|± | 1.16|
|bigbench_tracking_shuffled_objects_seven_objects| 0|multiple_choice_grade|15.49|± | 0.87|
|bigbench_tracking_shuffled_objects_three_objects| 0|multiple_choice_grade|53.00|± | 2.89|
## llama-30B_common_sense_reasoning_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|--------|----:|---|-----:|
|arc_challenge| 0|acc |46.76|± | 1.46|
| | |acc_norm|45.48|± | 1.46|
|arc_easy | 0|acc |75.34|± | 0.88|
| | |acc_norm|58.96|± | 1.01|
|boolq | 1|acc |68.41|± | 0.81|
|copa | 0|acc |90.00|± | 3.02|
|hellaswag | 0|acc |62.65|± | 0.48|
| | |acc_norm|79.24|± | 0.40|
|mc_taco | 0|em |11.41| | |
| | |f1 |48.36| | |
|openbookqa | 0|acc |29.40|± | 2.04|
| | |acc_norm|42.00|± | 2.21|
|piqa | 0|acc |80.96|± | 0.92|
| | |acc_norm|80.09|± | 0.93|
|prost | 0|acc |25.99|± | 0.32|
| | |acc_norm|29.11|± | 0.33|
|swag | 0|acc |58.61|± | 0.35|
| | |acc_norm|70.36|± | 0.32|
|winogrande | 0|acc |72.77|± | 1.25|
|wsc273 | 0|acc |86.81|± | 2.05|
## llama-30B_gsm8k_8-shot.json
|Task |Version|Metric|Value| |Stderr|
|-----|------:|------|----:|---|-----:|
|gsm8k| 0|acc |30.48|± | 1.27|
## llama-30B_human_alignment_0-shot.json
| Task |Version| Metric | Value | |Stderr|
|---------------------------------------|------:|---------------------|------:|---|-----:|
|crows_pairs_english_age | 0|likelihood_difference| 512.91|± | 58.13|
| | |pct_stereotype | 58.24|± | 5.20|
|crows_pairs_english_autre | 0|likelihood_difference|1138.07|± |348.77|
| | |pct_stereotype | 63.64|± | 15.21|
|crows_pairs_english_disability | 0|likelihood_difference| 888.65|± |103.42|
| | |pct_stereotype | 53.85|± | 6.23|
|crows_pairs_english_gender | 0|likelihood_difference| 666.15|± | 42.85|
| | |pct_stereotype | 54.06|± | 2.79|
|crows_pairs_english_nationality | 0|likelihood_difference| 587.28|± | 39.94|
| | |pct_stereotype | 53.24|± | 3.40|
|crows_pairs_english_physical_appearance| 0|likelihood_difference| 540.10|± | 59.14|
| | |pct_stereotype | 52.78|± | 5.92|
|crows_pairs_english_race_color | 0|likelihood_difference| 768.21|± | 39.14|
| | |pct_stereotype | 56.10|± | 2.20|
|crows_pairs_english_religion | 0|likelihood_difference| 807.57|± | 94.38|
| | |pct_stereotype | 62.16|± | 4.62|
|crows_pairs_english_sexual_orientation | 0|likelihood_difference| 754.77|± | 76.83|
| | |pct_stereotype | 63.44|± | 5.02|
|crows_pairs_english_socioeconomic | 0|likelihood_difference| 730.39|± | 54.63|
| | |pct_stereotype | 53.68|± | 3.63|
|crows_pairs_french_age | 0|likelihood_difference| 892.50|± |101.09|
| | |pct_stereotype | 40.00|± | 5.19|
|crows_pairs_french_autre | 0|likelihood_difference| 637.98|± |165.68|
| | |pct_stereotype | 61.54|± | 14.04|
|crows_pairs_french_disability | 0|likelihood_difference|1020.27|± |126.17|
| | |pct_stereotype | 56.06|± | 6.16|
|crows_pairs_french_gender | 0|likelihood_difference|1373.28|± |110.30|
| | |pct_stereotype | 50.16|± | 2.80|
|crows_pairs_french_nationality | 0|likelihood_difference| 985.10|± | 89.08|
| | |pct_stereotype | 38.74|± | 3.07|
|crows_pairs_french_physical_appearance | 0|likelihood_difference| 821.79|± |132.68|
| | |pct_stereotype | 56.94|± | 5.88|
|crows_pairs_french_race_color | 0|likelihood_difference|1061.17|± | 76.68|
| | |pct_stereotype | 41.74|± | 2.30|
|crows_pairs_french_religion | 0|likelihood_difference| 794.02|± | 93.89|
| | |pct_stereotype | 56.52|± | 4.64|
|crows_pairs_french_sexual_orientation | 0|likelihood_difference| 989.08|± |161.13|
| | |pct_stereotype | 71.43|± | 4.76|
|crows_pairs_french_socioeconomic | 0|likelihood_difference| 831.29|± | 87.37|
| | |pct_stereotype | 52.55|± | 3.58|
|ethics_cm | 0|acc | 57.50|± | 0.79|
|ethics_deontology | 0|acc | 54.17|± | 0.83|
| | |em | 6.12| | |
|ethics_justice | 0|acc | 51.70|± | 0.96|
| | |em | 1.33| | |
|ethics_utilitarianism | 0|acc | 50.12|± | 0.72|
|ethics_utilitarianism_original | 0|acc | 93.97|± | 0.34|
|ethics_virtue | 0|acc | 51.82|± | 0.71|
| | |em | 8.14| | |
|toxigen | 0|acc | 42.66|± | 1.61|
| | |acc_norm | 43.19|± | 1.62|
## llama-30B_mathematical_reasoning_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------------------|------:|--------|----:|---|-----:|
|drop | 1|em | 3.83|± | 0.20|
| | |f1 |13.91|± | 0.25|
|gsm8k | 0|acc | 0.00|± | 0.00|
|math_algebra | 1|acc | 2.95|± | 0.49|
|math_asdiv | 0|acc | 0.00|± | 0.00|
|math_counting_and_prob | 1|acc | 4.01|± | 0.90|
|math_geometry | 1|acc | 1.46|± | 0.55|
|math_intermediate_algebra| 1|acc | 0.89|± | 0.31|
|math_num_theory | 1|acc | 2.96|± | 0.73|
|math_prealgebra | 1|acc | 4.13|± | 0.67|
|math_precalc | 1|acc | 1.83|± | 0.57|
|mathqa | 0|acc |30.59|± | 0.84|
| | |acc_norm|30.89|± | 0.85|
## llama-30B_mathematical_reasoning_few_shot_5-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------------------|------:|--------|----:|---|-----:|
|drop | 1|em | 0.84|± | 0.09|
| | |f1 | 1.65|± | 0.10|
|gsm8k | 0|acc | 0.00|± | 0.00|
|math_algebra | 1|acc | 0.00|± | 0.00|
|math_counting_and_prob | 1|acc | 0.00|± | 0.00|
|math_geometry | 1|acc | 0.00|± | 0.00|
|math_intermediate_algebra| 1|acc | 0.00|± | 0.00|
|math_num_theory | 1|acc | 0.00|± | 0.00|
|math_prealgebra | 1|acc | 0.11|± | 0.11|
|math_precalc | 1|acc | 0.00|± | 0.00|
|mathqa | 0|acc |34.74|± | 0.87|
| | |acc_norm|34.54|± | 0.87|
## llama-30B_mmlu_5-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------------------------------------------|------:|--------|----:|---|-----:|
|hendrycksTest-abstract_algebra | 0|acc |26.00|± | 4.41|
| | |acc_norm|29.00|± | 4.56|
|hendrycksTest-anatomy | 0|acc |51.85|± | 4.32|
| | |acc_norm|40.74|± | 4.24|
|hendrycksTest-astronomy | 0|acc |57.24|± | 4.03|
| | |acc_norm|56.58|± | 4.03|
|hendrycksTest-business_ethics | 0|acc |67.00|± | 4.73|
| | |acc_norm|48.00|± | 5.02|
|hendrycksTest-clinical_knowledge | 0|acc |53.21|± | 3.07|
| | |acc_norm|46.42|± | 3.07|
|hendrycksTest-college_biology | 0|acc |61.11|± | 4.08|
| | |acc_norm|42.36|± | 4.13|
|hendrycksTest-college_chemistry | 0|acc |31.00|± | 4.65|
| | |acc_norm|32.00|± | 4.69|
|hendrycksTest-college_computer_science | 0|acc |43.00|± | 4.98|
| | |acc_norm|34.00|± | 4.76|
|hendrycksTest-college_mathematics | 0|acc |37.00|± | 4.85|
| | |acc_norm|30.00|± | 4.61|
|hendrycksTest-college_medicine | 0|acc |51.45|± | 3.81|
| | |acc_norm|43.35|± | 3.78|
|hendrycksTest-college_physics | 0|acc |23.53|± | 4.22|
| | |acc_norm|29.41|± | 4.53|
|hendrycksTest-computer_security | 0|acc |66.00|± | 4.76|
| | |acc_norm|58.00|± | 4.96|
|hendrycksTest-conceptual_physics | 0|acc |51.06|± | 3.27|
| | |acc_norm|32.77|± | 3.07|
|hendrycksTest-econometrics | 0|acc |35.09|± | 4.49|
| | |acc_norm|31.58|± | 4.37|
|hendrycksTest-electrical_engineering | 0|acc |51.72|± | 4.16|
| | |acc_norm|38.62|± | 4.06|
|hendrycksTest-elementary_mathematics | 0|acc |44.18|± | 2.56|
| | |acc_norm|37.04|± | 2.49|
|hendrycksTest-formal_logic | 0|acc |42.06|± | 4.42|
| | |acc_norm|39.68|± | 4.38|
|hendrycksTest-global_facts | 0|acc |47.00|± | 5.02|
| | |acc_norm|37.00|± | 4.85|
|hendrycksTest-high_school_biology | 0|acc |67.10|± | 2.67|
| | |acc_norm|54.52|± | 2.83|
|hendrycksTest-high_school_chemistry | 0|acc |39.90|± | 3.45|
| | |acc_norm|36.95|± | 3.40|
|hendrycksTest-high_school_computer_science | 0|acc |61.00|± | 4.90|
| | |acc_norm|47.00|± | 5.02|
|hendrycksTest-high_school_european_history | 0|acc |69.70|± | 3.59|
| | |acc_norm|56.36|± | 3.87|
|hendrycksTest-high_school_geography | 0|acc |75.76|± | 3.05|
| | |acc_norm|55.05|± | 3.54|
|hendrycksTest-high_school_government_and_politics| 0|acc |80.83|± | 2.84|
| | |acc_norm|61.14|± | 3.52|
|hendrycksTest-high_school_macroeconomics | 0|acc |51.54|± | 2.53|
| | |acc_norm|41.54|± | 2.50|
|hendrycksTest-high_school_mathematics | 0|acc |25.93|± | 2.67|
| | |acc_norm|31.48|± | 2.83|
|hendrycksTest-high_school_microeconomics | 0|acc |58.40|± | 3.20|
| | |acc_norm|48.32|± | 3.25|
|hendrycksTest-high_school_physics | 0|acc |31.79|± | 3.80|
| | |acc_norm|31.13|± | 3.78|
|hendrycksTest-high_school_psychology | 0|acc |77.06|± | 1.80|
| | |acc_norm|55.41|± | 2.13|
|hendrycksTest-high_school_statistics | 0|acc |43.52|± | 3.38|
| | |acc_norm|35.65|± | 3.27|
|hendrycksTest-high_school_us_history | 0|acc |72.06|± | 3.15|
| | |acc_norm|55.39|± | 3.49|
|hendrycksTest-high_school_world_history | 0|acc |69.62|± | 2.99|
| | |acc_norm|56.96|± | 3.22|
|hendrycksTest-human_aging | 0|acc |67.26|± | 3.15|
| | |acc_norm|36.32|± | 3.23|
|hendrycksTest-human_sexuality | 0|acc |70.23|± | 4.01|
| | |acc_norm|46.56|± | 4.37|
|hendrycksTest-international_law | 0|acc |70.25|± | 4.17|
| | |acc_norm|76.86|± | 3.85|
|hendrycksTest-jurisprudence | 0|acc |66.67|± | 4.56|
| | |acc_norm|55.56|± | 4.80|
|hendrycksTest-logical_fallacies | 0|acc |69.94|± | 3.60|
| | |acc_norm|53.99|± | 3.92|
|hendrycksTest-machine_learning | 0|acc |40.18|± | 4.65|
| | |acc_norm|30.36|± | 4.36|
|hendrycksTest-management | 0|acc |71.84|± | 4.45|
| | |acc_norm|55.34|± | 4.92|
|hendrycksTest-marketing | 0|acc |84.62|± | 2.36|
| | |acc_norm|76.50|± | 2.78|
|hendrycksTest-medical_genetics | 0|acc |60.00|± | 4.92|
| | |acc_norm|54.00|± | 5.01|
|hendrycksTest-miscellaneous | 0|acc |81.86|± | 1.38|
| | |acc_norm|61.43|± | 1.74|
|hendrycksTest-moral_disputes | 0|acc |61.85|± | 2.62|
| | |acc_norm|45.95|± | 2.68|
|hendrycksTest-moral_scenarios | 0|acc |34.30|± | 1.59|
| | |acc_norm|27.26|± | 1.49|
|hendrycksTest-nutrition | 0|acc |61.11|± | 2.79|
| | |acc_norm|50.33|± | 2.86|
|hendrycksTest-philosophy | 0|acc |67.52|± | 2.66|
| | |acc_norm|50.16|± | 2.84|
|hendrycksTest-prehistory | 0|acc |66.36|± | 2.63|
| | |acc_norm|42.90|± | 2.75|
|hendrycksTest-professional_accounting | 0|acc |39.72|± | 2.92|
| | |acc_norm|33.69|± | 2.82|
|hendrycksTest-professional_law | 0|acc |40.03|± | 1.25|
| | |acc_norm|34.35|± | 1.21|
|hendrycksTest-professional_medicine | 0|acc |55.51|± | 3.02|
| | |acc_norm|35.66|± | 2.91|
|hendrycksTest-professional_psychology | 0|acc |58.82|± | 1.99|
| | |acc_norm|43.30|± | 2.00|
|hendrycksTest-public_relations | 0|acc |64.55|± | 4.58|
| | |acc_norm|40.91|± | 4.71|
|hendrycksTest-security_studies | 0|acc |57.14|± | 3.17|
| | |acc_norm|40.41|± | 3.14|
|hendrycksTest-sociology | 0|acc |76.12|± | 3.01|
| | |acc_norm|66.17|± | 3.35|
|hendrycksTest-us_foreign_policy | 0|acc |79.00|± | 4.09|
| | |acc_norm|59.00|± | 4.94|
|hendrycksTest-virology | 0|acc |49.40|± | 3.89|
| | |acc_norm|34.34|± | 3.70|
|hendrycksTest-world_religions | 0|acc |81.29|± | 2.99|
| | |acc_norm|76.61|± | 3.25|
## llama-30B_pawsx_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|pawsx_de| 0|acc |58.20|± | 1.10|
|pawsx_en| 0|acc |58.75|± | 1.10|
|pawsx_es| 0|acc |55.80|± | 1.11|
|pawsx_fr| 0|acc |52.85|± | 1.12|
|pawsx_ja| 0|acc |46.75|± | 1.12|
|pawsx_ko| 0|acc |45.70|± | 1.11|
|pawsx_zh| 0|acc |45.90|± | 1.11|
## llama-30B_xcopa_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|xcopa_et| 0|acc | 47.2|± | 2.23|
|xcopa_ht| 0|acc | 51.8|± | 2.24|
|xcopa_id| 0|acc | 60.6|± | 2.19|
|xcopa_it| 0|acc | 71.4|± | 2.02|
|xcopa_qu| 0|acc | 49.4|± | 2.24|
|xcopa_sw| 0|acc | 52.4|± | 2.24|
|xcopa_ta| 0|acc | 53.2|± | 2.23|
|xcopa_th| 0|acc | 54.6|± | 2.23|
|xcopa_tr| 0|acc | 52.2|± | 2.24|
|xcopa_vi| 0|acc | 52.4|± | 2.24|
|xcopa_zh| 0|acc | 62.2|± | 2.17|
## llama-30B_xnli_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|-------|------:|------|----:|---|-----:|
|xnli_ar| 0|acc |34.49|± | 0.67|
|xnli_bg| 0|acc |38.52|± | 0.69|
|xnli_de| 0|acc |43.87|± | 0.70|
|xnli_el| 0|acc |34.91|± | 0.67|
|xnli_en| 0|acc |48.18|± | 0.71|
|xnli_es| 0|acc |40.24|± | 0.69|
|xnli_fr| 0|acc |42.95|± | 0.70|
|xnli_hi| 0|acc |36.47|± | 0.68|
|xnli_ru| 0|acc |38.12|± | 0.69|
|xnli_sw| 0|acc |34.09|± | 0.67|
|xnli_th| 0|acc |33.97|± | 0.67|
|xnli_tr| 0|acc |36.53|± | 0.68|
|xnli_ur| 0|acc |34.31|± | 0.67|
|xnli_vi| 0|acc |35.67|± | 0.68|
|xnli_zh| 0|acc |33.51|± | 0.67|
## llama-30B_xstory_cloze_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|---------------|------:|------|----:|---|-----:|
|xstory_cloze_ar| 0|acc |50.89|± | 1.29|
|xstory_cloze_en| 0|acc |78.16|± | 1.06|
|xstory_cloze_es| 0|acc |70.81|± | 1.17|
|xstory_cloze_eu| 0|acc |51.36|± | 1.29|
|xstory_cloze_hi| 0|acc |56.65|± | 1.28|
|xstory_cloze_id| 0|acc |59.23|± | 1.26|
|xstory_cloze_my| 0|acc |48.78|± | 1.29|
|xstory_cloze_ru| 0|acc |66.71|± | 1.21|
|xstory_cloze_sw| 0|acc |50.63|± | 1.29|
|xstory_cloze_te| 0|acc |53.21|± | 1.28|
|xstory_cloze_zh| 0|acc |58.57|± | 1.27|
## llama-30B_xwinograd_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|------------|------:|------|----:|---|-----:|
|xwinograd_en| 0|acc |87.40|± | 0.69|
|xwinograd_fr| 0|acc |73.49|± | 4.87|
|xwinograd_jp| 0|acc |67.36|± | 1.51|
|xwinograd_pt| 0|acc |76.81|± | 2.61|
|xwinograd_ru| 0|acc |66.98|± | 2.65|
|xwinograd_zh| 0|acc |71.23|± | 2.02|
{
"results": {
"bigbench_hyperbaton": {
"multiple_choice_grade": 0.51524,
"multiple_choice_grade_stderr": 0.0022350513992069
},
"bigbench_salient_translation_error_detection": {
"multiple_choice_grade": 0.19839679358717435,
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"bigbench_geometric_shapes": {
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"exact_str_match": 0.0,
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},
"bigbench_navigate": {
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"bigbench_date_understanding": {
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"bigbench_disambiguation_qa": {
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"bigbench_tracking_shuffled_objects_three_objects": {
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"bigbench_dyck_languages": {
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"bigbench_formal_fallacies_syllogisms_negation": {
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},
"bigbench_tracking_shuffled_objects_seven_objects": {
"multiple_choice_grade": 0.15485714285714286,
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"bigbench_causal_judgement": {
"multiple_choice_grade": 0.5736842105263158,
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"bigbench_movie_recommendation": {
"multiple_choice_grade": 0.632,
"multiple_choice_grade_stderr": 0.02158898256835354
},
"bigbench_tracking_shuffled_objects_five_objects": {
"multiple_choice_grade": 0.2128,
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},
"bigbench_snarks": {
"multiple_choice_grade": 0.4696132596685083,
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},
"bigbench_sports_understanding": {
"multiple_choice_grade": 0.6237322515212982,
"multiple_choice_grade_stderr": 0.01543581207286162
},
"bigbench_logical_deduction_seven_objects": {
"multiple_choice_grade": 0.25285714285714284,
"multiple_choice_grade_stderr": 0.01643996352811702
},
"bigbench_temporal_sequences": {
"multiple_choice_grade": 0.146,
"multiple_choice_grade_stderr": 0.011171786285496496
},
"bigbench_logical_deduction_five_objects": {
"multiple_choice_grade": 0.368,
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},
"bigbench_ruin_names": {
"multiple_choice_grade": 0.39732142857142855,
"multiple_choice_grade_stderr": 0.023145155753004788
},
"bigbench_logical_deduction_three_objects": {
"multiple_choice_grade": 0.53,
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},
"bigbench_reasoning_about_colored_objects": {
"multiple_choice_grade": 0.5565,
"multiple_choice_grade_stderr": 0.011111507899646487
}
},
"versions": {
"bigbench_hyperbaton": 0,
"bigbench_salient_translation_error_detection": 0,
"bigbench_geometric_shapes": 0,
"bigbench_navigate": 0,
"bigbench_date_understanding": 0,
"bigbench_disambiguation_qa": 0,
"bigbench_tracking_shuffled_objects_three_objects": 0,
"bigbench_dyck_languages": 0,
"bigbench_formal_fallacies_syllogisms_negation": 0,
"bigbench_tracking_shuffled_objects_seven_objects": 0,
"bigbench_causal_judgement": 0,
"bigbench_movie_recommendation": 0,
"bigbench_tracking_shuffled_objects_five_objects": 0,
"bigbench_snarks": 0,
"bigbench_sports_understanding": 0,
"bigbench_logical_deduction_seven_objects": 0,
"bigbench_temporal_sequences": 0,
"bigbench_logical_deduction_five_objects": 0,
"bigbench_ruin_names": 0,
"bigbench_logical_deduction_three_objects": 0,
"bigbench_reasoning_about_colored_objects": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=/gaueko1/hizkuntza-ereduak/LLaMA/lm/huggingface/30B,use_accelerate=True",
"num_fewshot": 3,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
"hellaswag": {
"acc": 0.6264688309101772,
"acc_stderr": 0.00482752658488968,
"acc_norm": 0.7923720374427405,
"acc_norm_stderr": 0.00404779964623464
},
"copa": {
"acc": 0.9,
"acc_stderr": 0.030151134457776348
},
"prost": {
"acc": 0.2598740392826644,
"acc_stderr": 0.003204110008963041,
"acc_norm": 0.2910973526900085,
"acc_norm_stderr": 0.003318834364612203
},
"boolq": {
"acc": 0.6840978593272171,
"acc_stderr": 0.008130700051380873
},
"mc_taco": {
"em": 0.11411411411411411,
"f1": 0.48361974757894227
},
"winogrande": {
"acc": 0.7277032359905288,
"acc_stderr": 0.012510697991453936
},
"arc_challenge": {
"acc": 0.46757679180887374,
"acc_stderr": 0.014580637569995423,
"acc_norm": 0.454778156996587,
"acc_norm_stderr": 0.014551507060836352
},
"wsc273": {
"acc": 0.8681318681318682,
"acc_stderr": 0.020515321360773595
},
"openbookqa": {
"acc": 0.294,
"acc_stderr": 0.020395095484936603,
"acc_norm": 0.42,
"acc_norm_stderr": 0.02209471322976178
},
"swag": {
"acc": 0.5861241627511746,
"acc_stderr": 0.0034822550028030703,
"acc_norm": 0.7036389083275018,
"acc_norm_stderr": 0.0032286148364766096
},
"arc_easy": {
"acc": 0.7533670033670034,
"acc_stderr": 0.008844984581934908,
"acc_norm": 0.5896464646464646,
"acc_norm_stderr": 0.01009353125576545
},
"piqa": {
"acc": 0.809575625680087,
"acc_stderr": 0.009160842206469637,
"acc_norm": 0.8008705114254625,
"acc_norm_stderr": 0.009317391893706834
}
},
"versions": {
"hellaswag": 0,
"copa": 0,
"prost": 0,
"boolq": 1,
"mc_taco": 0,
"winogrande": 0,
"arc_challenge": 0,
"wsc273": 0,
"openbookqa": 0,
"swag": 0,
"arc_easy": 0,
"piqa": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=/gaueko1/hizkuntza-ereduak/LLaMA/lm/huggingface/30B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda:0",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
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