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gaoqiong
lm-evaluation-harness
Commits
4a0b0d6e
Commit
4a0b0d6e
authored
Jun 16, 2023
by
lintangsutawika
Browse files
Merge branch 'gakada-big-refactor-merge' into big-refactor
parents
6ae376e3
c490f165
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results/llama/llama-13B/llama-13B_lambada_0-shot.json
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results/llama/llama-13B/llama-13B_mathematical_reasoning_few_shot_5-shot.json
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results/llama/llama-30B/llama-30B_mathematical_reasoning_few_shot_5-shot.json
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results/llama/llama-13B/llama-13B_pawsx_0-shot.json
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4a0b0d6e
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results/llama/llama-13B/llama-13B_question_answering_0-shot.json
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results/llama/llama-13B/llama-13B_reading_comprehension_0-shot.json
0 → 100644
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4a0b0d6e
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results/llama/llama-13B/llama-13B_superglue_0-shot.json
0 → 100644
View file @
4a0b0d6e
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null
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:
100000
,
"description_dict"
:
{}
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results/llama/llama-13B/llama-13B_xcopa_0-shot.json
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{
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results/llama/llama-13B/llama-13B_xnli_0-shot.json
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4a0b0d6e
{
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results/llama/llama-13B/llama-13B_xstory_cloze_0-shot.json
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4a0b0d6e
{
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:
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results/llama/llama-13B/llama-13B_xwinograd_0-shot.json
0 → 100644
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4a0b0d6e
{
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results/llama/llama-30B/README.md
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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/llama/llama-30B/llama-30B_bbh_3-shot.json
0 → 100644
View file @
4a0b0d6e
{
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results/llama/llama-30B/llama-30B_common_sense_reasoning_0-shot.json
0 → 100644
View file @
4a0b0d6e
{
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results/llama/llama-30B/llama-30B_gsm8k_8-shot.json
0 → 100644
View file @
4a0b0d6e
{
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{
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results/llama/llama-30B/llama-30B_mathematical_reasoning_0-shot.json
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}
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