Unverified Commit 4fbbd60f authored by Hailey Schoelkopf's avatar Hailey Schoelkopf Committed by GitHub
Browse files

Merge pull request #718 from EleutherAI/remove-results-folder

Remove Results folder temporarily
parents 5e59782e 1b9833dd
{
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"versions": {
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"wsc": 0,
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},
"config": {
"model": "gpt2",
"model_args": "pretrained=facebook/opt-350m",
"num_fewshot": 0,
"batch_size": 128,
"device": "cuda",
"no_cache": false,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
# opt-6.7b
## opt-6.7b.json
| Task |Version| Metric |Value| |Stderr|
|-------------------------------------------------|------:|--------|----:|---|-----:|
|arc_challenge | 0|acc |30.55|± | 1.35|
| | |acc_norm|34.73|± | 1.39|
|arc_easy | 0|acc |65.61|± | 0.97|
| | |acc_norm|60.10|± | 1.00|
|hendrycksTest-abstract_algebra | 0|acc |22.00|± | 4.16|
| | |acc_norm|21.00|± | 4.09|
|hendrycksTest-anatomy | 0|acc |22.22|± | 3.59|
| | |acc_norm|23.70|± | 3.67|
|hendrycksTest-astronomy | 0|acc |26.97|± | 3.61|
| | |acc_norm|32.24|± | 3.80|
|hendrycksTest-business_ethics | 0|acc |33.00|± | 4.73|
| | |acc_norm|24.00|± | 4.29|
|hendrycksTest-clinical_knowledge | 0|acc |26.04|± | 2.70|
| | |acc_norm|29.81|± | 2.82|
|hendrycksTest-college_biology | 0|acc |29.17|± | 3.80|
| | |acc_norm|24.31|± | 3.59|
|hendrycksTest-college_chemistry | 0|acc |22.00|± | 4.16|
| | |acc_norm|36.00|± | 4.82|
|hendrycksTest-college_computer_science | 0|acc |36.00|± | 4.82|
| | |acc_norm|31.00|± | 4.65|
|hendrycksTest-college_mathematics | 0|acc |22.00|± | 4.16|
| | |acc_norm|27.00|± | 4.46|
|hendrycksTest-college_medicine | 0|acc |20.81|± | 3.10|
| | |acc_norm|21.39|± | 3.13|
|hendrycksTest-college_physics | 0|acc |20.59|± | 4.02|
| | |acc_norm|23.53|± | 4.22|
|hendrycksTest-computer_security | 0|acc |24.00|± | 4.29|
| | |acc_norm|28.00|± | 4.51|
|hendrycksTest-conceptual_physics | 0|acc |27.23|± | 2.91|
| | |acc_norm|21.70|± | 2.69|
|hendrycksTest-econometrics | 0|acc |25.44|± | 4.10|
| | |acc_norm|25.44|± | 4.10|
|hendrycksTest-electrical_engineering | 0|acc |29.66|± | 3.81|
| | |acc_norm|34.48|± | 3.96|
|hendrycksTest-elementary_mathematics | 0|acc |24.60|± | 2.22|
| | |acc_norm|25.13|± | 2.23|
|hendrycksTest-formal_logic | 0|acc |29.37|± | 4.07|
| | |acc_norm|24.60|± | 3.85|
|hendrycksTest-global_facts | 0|acc |18.00|± | 3.86|
| | |acc_norm|22.00|± | 4.16|
|hendrycksTest-high_school_biology | 0|acc |25.16|± | 2.47|
| | |acc_norm|28.71|± | 2.57|
|hendrycksTest-high_school_chemistry | 0|acc |16.75|± | 2.63|
| | |acc_norm|27.59|± | 3.14|
|hendrycksTest-high_school_computer_science | 0|acc |24.00|± | 4.29|
| | |acc_norm|33.00|± | 4.73|
|hendrycksTest-high_school_european_history | 0|acc |32.12|± | 3.65|
| | |acc_norm|27.88|± | 3.50|
|hendrycksTest-high_school_geography | 0|acc |21.72|± | 2.94|
| | |acc_norm|27.27|± | 3.17|
|hendrycksTest-high_school_government_and_politics| 0|acc |24.87|± | 3.12|
| | |acc_norm|24.35|± | 3.10|
|hendrycksTest-high_school_macroeconomics | 0|acc |28.97|± | 2.30|
| | |acc_norm|27.95|± | 2.28|
|hendrycksTest-high_school_mathematics | 0|acc |24.07|± | 2.61|
| | |acc_norm|31.48|± | 2.83|
|hendrycksTest-high_school_microeconomics | 0|acc |26.89|± | 2.88|
| | |acc_norm|31.93|± | 3.03|
|hendrycksTest-high_school_physics | 0|acc |21.19|± | 3.34|
| | |acc_norm|22.52|± | 3.41|
|hendrycksTest-high_school_psychology | 0|acc |28.81|± | 1.94|
| | |acc_norm|24.95|± | 1.86|
|hendrycksTest-high_school_statistics | 0|acc |27.78|± | 3.05|
| | |acc_norm|32.41|± | 3.19|
|hendrycksTest-high_school_us_history | 0|acc |26.47|± | 3.10|
| | |acc_norm|25.98|± | 3.08|
|hendrycksTest-high_school_world_history | 0|acc |24.47|± | 2.80|
| | |acc_norm|30.38|± | 2.99|
|hendrycksTest-human_aging | 0|acc |30.49|± | 3.09|
| | |acc_norm|29.15|± | 3.05|
|hendrycksTest-human_sexuality | 0|acc |33.59|± | 4.14|
| | |acc_norm|29.77|± | 4.01|
|hendrycksTest-international_law | 0|acc |31.40|± | 4.24|
| | |acc_norm|46.28|± | 4.55|
|hendrycksTest-jurisprudence | 0|acc |25.93|± | 4.24|
| | |acc_norm|44.44|± | 4.80|
|hendrycksTest-logical_fallacies | 0|acc |20.25|± | 3.16|
| | |acc_norm|27.61|± | 3.51|
|hendrycksTest-machine_learning | 0|acc |20.54|± | 3.83|
| | |acc_norm|22.32|± | 3.95|
|hendrycksTest-management | 0|acc |29.13|± | 4.50|
| | |acc_norm|34.95|± | 4.72|
|hendrycksTest-marketing | 0|acc |28.21|± | 2.95|
| | |acc_norm|32.05|± | 3.06|
|hendrycksTest-medical_genetics | 0|acc |31.00|± | 4.65|
| | |acc_norm|35.00|± | 4.79|
|hendrycksTest-miscellaneous | 0|acc |31.03|± | 1.65|
| | |acc_norm|27.46|± | 1.60|
|hendrycksTest-moral_disputes | 0|acc |27.17|± | 2.39|
| | |acc_norm|31.50|± | 2.50|
|hendrycksTest-moral_scenarios | 0|acc |27.26|± | 1.49|
| | |acc_norm|27.26|± | 1.49|
|hendrycksTest-nutrition | 0|acc |30.72|± | 2.64|
| | |acc_norm|39.22|± | 2.80|
|hendrycksTest-philosophy | 0|acc |27.33|± | 2.53|
| | |acc_norm|31.83|± | 2.65|
|hendrycksTest-prehistory | 0|acc |25.00|± | 2.41|
| | |acc_norm|20.06|± | 2.23|
|hendrycksTest-professional_accounting | 0|acc |25.89|± | 2.61|
| | |acc_norm|25.89|± | 2.61|
|hendrycksTest-professional_law | 0|acc |26.14|± | 1.12|
| | |acc_norm|29.34|± | 1.16|
|hendrycksTest-professional_medicine | 0|acc |21.69|± | 2.50|
| | |acc_norm|24.26|± | 2.60|
|hendrycksTest-professional_psychology | 0|acc |25.16|± | 1.76|
| | |acc_norm|25.16|± | 1.76|
|hendrycksTest-public_relations | 0|acc |32.73|± | 4.49|
| | |acc_norm|18.18|± | 3.69|
|hendrycksTest-security_studies | 0|acc |42.04|± | 3.16|
| | |acc_norm|33.88|± | 3.03|
|hendrycksTest-sociology | 0|acc |28.36|± | 3.19|
| | |acc_norm|30.85|± | 3.27|
|hendrycksTest-us_foreign_policy | 0|acc |40.00|± | 4.92|
| | |acc_norm|35.00|± | 4.79|
|hendrycksTest-virology | 0|acc |33.73|± | 3.68|
| | |acc_norm|29.52|± | 3.55|
|hendrycksTest-world_religions | 0|acc |34.50|± | 3.65|
| | |acc_norm|36.26|± | 3.69|
|lambada_openai | 0|ppl | 4.25|± | 0.09|
| | |acc |67.71|± | 0.65|
|logiqa | 0|acc |23.50|± | 1.66|
| | |acc_norm|28.73|± | 1.77|
|piqa | 0|acc |76.28|± | 0.99|
| | |acc_norm|76.44|± | 0.99|
|sciq | 0|acc |90.10|± | 0.94|
| | |acc_norm|85.20|± | 1.12|
|winogrande | 0|acc |65.27|± | 1.34|
|wsc | 0|acc |42.31|± | 4.87|
{
"results": {
"hendrycksTest-nutrition": {
"acc": 0.30718954248366015,
"acc_stderr": 0.026415601914389002,
"acc_norm": 0.39215686274509803,
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},
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},
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"acc_norm": 0.27607361963190186,
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"acc_norm": 0.852,
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"hendrycksTest-moral_scenarios": {
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"hendrycksTest-college_computer_science": {
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"acc_norm": 0.31,
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},
"hendrycksTest-public_relations": {
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"hendrycksTest-econometrics": {
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},
"hendrycksTest-world_religions": {
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"acc_norm": 0.36257309941520466,
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"hendrycksTest-high_school_mathematics": {
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"hendrycksTest-human_sexuality": {
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"hendrycksTest-high_school_chemistry": {
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"hendrycksTest-abstract_algebra": {
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"hendrycksTest-formal_logic": {
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"piqa": {
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"arc_easy": {
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"hendrycksTest-high_school_physics": {
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"hendrycksTest-management": {
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"acc_norm": 0.34951456310679613,
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},
"hendrycksTest-professional_medicine": {
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"acc_norm": 0.2426470588235294,
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"hendrycksTest-college_biology": {
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},
"hendrycksTest-high_school_microeconomics": {
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},
"hendrycksTest-clinical_knowledge": {
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"acc_norm": 0.2981132075471698,
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},
"hendrycksTest-anatomy": {
"acc": 0.2222222222222222,
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"acc_norm": 0.23703703703703705,
"acc_norm_stderr": 0.03673731683969506
},
"hendrycksTest-virology": {
"acc": 0.3373493975903614,
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"acc_norm": 0.29518072289156627,
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},
"hendrycksTest-college_medicine": {
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"acc_norm": 0.2138728323699422,
"acc_norm_stderr": 0.031265112061730424
},
"hendrycksTest-high_school_psychology": {
"acc": 0.28807339449541286,
"acc_stderr": 0.01941644589263602,
"acc_norm": 0.24954128440366974,
"acc_norm_stderr": 0.01855389762950162
},
"hendrycksTest-high_school_statistics": {
"acc": 0.2777777777777778,
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"acc_norm": 0.32407407407407407,
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},
"hendrycksTest-elementary_mathematics": {
"acc": 0.24603174603174602,
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"acc_norm": 0.25132275132275134,
"acc_norm_stderr": 0.022340482339643895
},
"hendrycksTest-us_foreign_policy": {
"acc": 0.4,
"acc_stderr": 0.049236596391733084,
"acc_norm": 0.35,
"acc_norm_stderr": 0.0479372485441102
},
"hendrycksTest-machine_learning": {
"acc": 0.20535714285714285,
"acc_stderr": 0.038342410214190735,
"acc_norm": 0.22321428571428573,
"acc_norm_stderr": 0.039523019677025116
},
"hendrycksTest-marketing": {
"acc": 0.28205128205128205,
"acc_stderr": 0.02948036054954119,
"acc_norm": 0.32051282051282054,
"acc_norm_stderr": 0.030572811310299607
},
"arc_challenge": {
"acc": 0.3054607508532423,
"acc_stderr": 0.0134600804780025,
"acc_norm": 0.34726962457337884,
"acc_norm_stderr": 0.01391303452962044
},
"hendrycksTest-college_chemistry": {
"acc": 0.22,
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"acc_norm": 0.36,
"acc_norm_stderr": 0.048241815132442176
},
"hendrycksTest-high_school_biology": {
"acc": 0.25161290322580643,
"acc_stderr": 0.024685979286239956,
"acc_norm": 0.2870967741935484,
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},
"hendrycksTest-philosophy": {
"acc": 0.2733118971061093,
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"acc_norm": 0.3183279742765273,
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},
"lambada_openai": {
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"acc": 0.6770813118571706,
"acc_stderr": 0.006514469814384408
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"hendrycksTest-high_school_world_history": {
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"acc_norm": 0.3037974683544304,
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},
"hendrycksTest-high_school_european_history": {
"acc": 0.3212121212121212,
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"acc_norm": 0.2787878787878788,
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},
"hendrycksTest-astronomy": {
"acc": 0.26973684210526316,
"acc_stderr": 0.03611780560284898,
"acc_norm": 0.3223684210526316,
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},
"hendrycksTest-sociology": {
"acc": 0.2835820895522388,
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"acc_norm": 0.30845771144278605,
"acc_norm_stderr": 0.03265819588512699
},
"hendrycksTest-human_aging": {
"acc": 0.30493273542600896,
"acc_stderr": 0.030898610882477515,
"acc_norm": 0.2914798206278027,
"acc_norm_stderr": 0.030500283176545902
},
"hendrycksTest-business_ethics": {
"acc": 0.33,
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"acc_norm": 0.24,
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},
"hendrycksTest-electrical_engineering": {
"acc": 0.296551724137931,
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"acc_norm": 0.3448275862068966,
"acc_norm_stderr": 0.03960933549451208
},
"hendrycksTest-moral_disputes": {
"acc": 0.27167630057803466,
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"acc_norm": 0.315028901734104,
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},
"hendrycksTest-prehistory": {
"acc": 0.25,
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"acc_norm": 0.2006172839506173,
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},
"hendrycksTest-professional_psychology": {
"acc": 0.25163398692810457,
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},
"hendrycksTest-conceptual_physics": {
"acc": 0.2723404255319149,
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"acc_norm": 0.2170212765957447,
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},
"hendrycksTest-professional_law": {
"acc": 0.26140808344198174,
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"acc_norm": 0.29335071707953064,
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},
"hendrycksTest-computer_security": {
"acc": 0.24,
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"acc_norm": 0.28,
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},
"hendrycksTest-miscellaneous": {
"acc": 0.3103448275862069,
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},
"hendrycksTest-global_facts": {
"acc": 0.18,
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},
"hendrycksTest-high_school_computer_science": {
"acc": 0.24,
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"acc_norm": 0.33,
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},
"hendrycksTest-high_school_us_history": {
"acc": 0.2647058823529412,
"acc_stderr": 0.030964517926923393,
"acc_norm": 0.25980392156862747,
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},
"hendrycksTest-jurisprudence": {
"acc": 0.25925925925925924,
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"acc_norm": 0.4444444444444444,
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},
"hendrycksTest-security_studies": {
"acc": 0.4204081632653061,
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},
"hendrycksTest-medical_genetics": {
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},
"wsc": {
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"hendrycksTest-high_school_geography": {
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},
"hendrycksTest-international_law": {
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},
"hendrycksTest-college_physics": {
"acc": 0.20588235294117646,
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},
"winogrande": {
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}
},
"versions": {
"hendrycksTest-nutrition": 0,
"hendrycksTest-high_school_government_and_politics": 0,
"hendrycksTest-professional_accounting": 0,
"hendrycksTest-logical_fallacies": 0,
"sciq": 0,
"hendrycksTest-moral_scenarios": 0,
"hendrycksTest-college_computer_science": 0,
"hendrycksTest-public_relations": 0,
"hendrycksTest-econometrics": 0,
"hendrycksTest-world_religions": 0,
"hendrycksTest-high_school_mathematics": 0,
"hendrycksTest-human_sexuality": 0,
"hendrycksTest-high_school_chemistry": 0,
"hendrycksTest-college_mathematics": 0,
"hendrycksTest-abstract_algebra": 0,
"hendrycksTest-formal_logic": 0,
"piqa": 0,
"arc_easy": 0,
"hendrycksTest-high_school_macroeconomics": 0,
"logiqa": 0,
"hendrycksTest-high_school_physics": 0,
"hendrycksTest-management": 0,
"hendrycksTest-professional_medicine": 0,
"hendrycksTest-college_biology": 0,
"hendrycksTest-high_school_microeconomics": 0,
"hendrycksTest-clinical_knowledge": 0,
"hendrycksTest-anatomy": 0,
"hendrycksTest-virology": 0,
"hendrycksTest-college_medicine": 0,
"hendrycksTest-high_school_psychology": 0,
"hendrycksTest-high_school_statistics": 0,
"hendrycksTest-elementary_mathematics": 0,
"hendrycksTest-us_foreign_policy": 0,
"hendrycksTest-machine_learning": 0,
"hendrycksTest-marketing": 0,
"arc_challenge": 0,
"hendrycksTest-college_chemistry": 0,
"hendrycksTest-high_school_biology": 0,
"hendrycksTest-philosophy": 0,
"lambada_openai": 0,
"hendrycksTest-high_school_world_history": 0,
"hendrycksTest-high_school_european_history": 0,
"hendrycksTest-astronomy": 0,
"hendrycksTest-sociology": 0,
"hendrycksTest-human_aging": 0,
"hendrycksTest-business_ethics": 0,
"hendrycksTest-electrical_engineering": 0,
"hendrycksTest-moral_disputes": 0,
"hendrycksTest-prehistory": 0,
"hendrycksTest-professional_psychology": 0,
"hendrycksTest-conceptual_physics": 0,
"hendrycksTest-professional_law": 0,
"hendrycksTest-computer_security": 0,
"hendrycksTest-miscellaneous": 0,
"hendrycksTest-global_facts": 0,
"hendrycksTest-high_school_computer_science": 0,
"hendrycksTest-high_school_us_history": 0,
"hendrycksTest-jurisprudence": 0,
"hendrycksTest-security_studies": 0,
"hendrycksTest-medical_genetics": 0,
"wsc": 0,
"hendrycksTest-high_school_geography": 0,
"hendrycksTest-international_law": 0,
"hendrycksTest-college_physics": 0,
"winogrande": 0
},
"config": {
"model": "hf-causal",
"model_args": "pretrained=facebook/opt-6.7b,use_accelerate=True,device_map_option=sequential",
"num_fewshot": 0,
"batch_size": 16,
"device": "cuda",
"no_cache": false,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
# opt-66b
## opt-66b.json
| Task |Version| Metric |Value| |Stderr|
|-------------------------------------------------|------:|--------|----:|---|-----:|
|arc_challenge | 0|acc |37.20|± | 1.41|
| | |acc_norm|40.10|± | 1.43|
|arc_easy | 0|acc |71.68|± | 0.92|
| | |acc_norm|67.30|± | 0.96|
|hendrycksTest-abstract_algebra | 0|acc |23.00|± | 4.23|
| | |acc_norm|24.00|± | 4.29|
|hendrycksTest-anatomy | 0|acc |27.41|± | 3.85|
| | |acc_norm|26.67|± | 3.82|
|hendrycksTest-astronomy | 0|acc |28.95|± | 3.69|
| | |acc_norm|40.13|± | 3.99|
|hendrycksTest-business_ethics | 0|acc |29.00|± | 4.56|
| | |acc_norm|28.00|± | 4.51|
|hendrycksTest-clinical_knowledge | 0|acc |24.15|± | 2.63|
| | |acc_norm|27.55|± | 2.75|
|hendrycksTest-college_biology | 0|acc |24.31|± | 3.59|
| | |acc_norm|25.00|± | 3.62|
|hendrycksTest-college_chemistry | 0|acc |30.00|± | 4.61|
| | |acc_norm|34.00|± | 4.76|
|hendrycksTest-college_computer_science | 0|acc |23.00|± | 4.23|
| | |acc_norm|28.00|± | 4.51|
|hendrycksTest-college_mathematics | 0|acc |23.00|± | 4.23|
| | |acc_norm|29.00|± | 4.56|
|hendrycksTest-college_medicine | 0|acc |23.70|± | 3.24|
| | |acc_norm|24.86|± | 3.30|
|hendrycksTest-college_physics | 0|acc |28.43|± | 4.49|
| | |acc_norm|26.47|± | 4.39|
|hendrycksTest-computer_security | 0|acc |32.00|± | 4.69|
| | |acc_norm|29.00|± | 4.56|
|hendrycksTest-conceptual_physics | 0|acc |25.53|± | 2.85|
| | |acc_norm|22.98|± | 2.75|
|hendrycksTest-econometrics | 0|acc |28.07|± | 4.23|
| | |acc_norm|20.18|± | 3.78|
|hendrycksTest-electrical_engineering | 0|acc |35.86|± | 4.00|
| | |acc_norm|38.62|± | 4.06|
|hendrycksTest-elementary_mathematics | 0|acc |26.46|± | 2.27|
| | |acc_norm|27.25|± | 2.29|
|hendrycksTest-formal_logic | 0|acc |30.16|± | 4.10|
| | |acc_norm|28.57|± | 4.04|
|hendrycksTest-global_facts | 0|acc |29.00|± | 4.56|
| | |acc_norm|26.00|± | 4.41|
|hendrycksTest-high_school_biology | 0|acc |26.13|± | 2.50|
| | |acc_norm|31.94|± | 2.65|
|hendrycksTest-high_school_chemistry | 0|acc |24.14|± | 3.01|
| | |acc_norm|34.48|± | 3.34|
|hendrycksTest-high_school_computer_science | 0|acc |31.00|± | 4.65|
| | |acc_norm|30.00|± | 4.61|
|hendrycksTest-high_school_european_history | 0|acc |29.09|± | 3.55|
| | |acc_norm|29.70|± | 3.57|
|hendrycksTest-high_school_geography | 0|acc |26.26|± | 3.14|
| | |acc_norm|31.82|± | 3.32|
|hendrycksTest-high_school_government_and_politics| 0|acc |26.42|± | 3.18|
| | |acc_norm|26.42|± | 3.18|
|hendrycksTest-high_school_macroeconomics | 0|acc |29.49|± | 2.31|
| | |acc_norm|26.67|± | 2.24|
|hendrycksTest-high_school_mathematics | 0|acc |21.85|± | 2.52|
| | |acc_norm|32.22|± | 2.85|
|hendrycksTest-high_school_microeconomics | 0|acc |29.83|± | 2.97|
| | |acc_norm|36.13|± | 3.12|
|hendrycksTest-high_school_physics | 0|acc |22.52|± | 3.41|
| | |acc_norm|23.18|± | 3.45|
|hendrycksTest-high_school_psychology | 0|acc |28.44|± | 1.93|
| | |acc_norm|25.87|± | 1.88|
|hendrycksTest-high_school_statistics | 0|acc |29.17|± | 3.10|
| | |acc_norm|33.33|± | 3.21|
|hendrycksTest-high_school_us_history | 0|acc |27.45|± | 3.13|
| | |acc_norm|30.39|± | 3.23|
|hendrycksTest-high_school_world_history | 0|acc |30.80|± | 3.01|
| | |acc_norm|32.49|± | 3.05|
|hendrycksTest-human_aging | 0|acc |28.70|± | 3.04|
| | |acc_norm|22.42|± | 2.80|
|hendrycksTest-human_sexuality | 0|acc |36.64|± | 4.23|
| | |acc_norm|32.82|± | 4.12|
|hendrycksTest-international_law | 0|acc |25.62|± | 3.98|
| | |acc_norm|49.59|± | 4.56|
|hendrycksTest-jurisprudence | 0|acc |30.56|± | 4.45|
| | |acc_norm|42.59|± | 4.78|
|hendrycksTest-logical_fallacies | 0|acc |23.93|± | 3.35|
| | |acc_norm|28.83|± | 3.56|
|hendrycksTest-machine_learning | 0|acc |24.11|± | 4.06|
| | |acc_norm|23.21|± | 4.01|
|hendrycksTest-management | 0|acc |29.13|± | 4.50|
| | |acc_norm|33.98|± | 4.69|
|hendrycksTest-marketing | 0|acc |29.06|± | 2.97|
| | |acc_norm|29.06|± | 2.97|
|hendrycksTest-medical_genetics | 0|acc |34.00|± | 4.76|
| | |acc_norm|45.00|± | 5.00|
|hendrycksTest-miscellaneous | 0|acc |32.69|± | 1.68|
| | |acc_norm|29.37|± | 1.63|
|hendrycksTest-moral_disputes | 0|acc |32.08|± | 2.51|
| | |acc_norm|31.79|± | 2.51|
|hendrycksTest-moral_scenarios | 0|acc |22.12|± | 1.39|
| | |acc_norm|27.26|± | 1.49|
|hendrycksTest-nutrition | 0|acc |33.33|± | 2.70|
| | |acc_norm|39.54|± | 2.80|
|hendrycksTest-philosophy | 0|acc |25.08|± | 2.46|
| | |acc_norm|35.05|± | 2.71|
|hendrycksTest-prehistory | 0|acc |24.38|± | 2.39|
| | |acc_norm|21.30|± | 2.28|
|hendrycksTest-professional_accounting | 0|acc |20.21|± | 2.40|
| | |acc_norm|22.70|± | 2.50|
|hendrycksTest-professional_law | 0|acc |27.90|± | 1.15|
| | |acc_norm|29.53|± | 1.17|
|hendrycksTest-professional_medicine | 0|acc |26.47|± | 2.68|
| | |acc_norm|29.78|± | 2.78|
|hendrycksTest-professional_psychology | 0|acc |26.14|± | 1.78|
| | |acc_norm|28.59|± | 1.83|
|hendrycksTest-public_relations | 0|acc |34.55|± | 4.55|
| | |acc_norm|15.45|± | 3.46|
|hendrycksTest-security_studies | 0|acc |38.37|± | 3.11|
| | |acc_norm|32.65|± | 3.00|
|hendrycksTest-sociology | 0|acc |28.86|± | 3.20|
| | |acc_norm|27.36|± | 3.15|
|hendrycksTest-us_foreign_policy | 0|acc |37.00|± | 4.85|
| | |acc_norm|36.00|± | 4.82|
|hendrycksTest-virology | 0|acc |32.53|± | 3.65|
| | |acc_norm|30.12|± | 3.57|
|hendrycksTest-world_religions | 0|acc |33.92|± | 3.63|
| | |acc_norm|37.43|± | 3.71|
|lambada_openai | 0|ppl | 3.29|± | 0.06|
| | |acc |73.90|± | 0.61|
|logiqa | 0|acc |22.73|± | 1.64|
| | |acc_norm|28.73|± | 1.77|
|piqa | 0|acc |78.78|± | 0.95|
| | |acc_norm|79.87|± | 0.94|
|sciq | 0|acc |92.60|± | 0.83|
| | |acc_norm|87.30|± | 1.05|
|winogrande | 0|acc |68.75|± | 1.30|
|wsc | 0|acc |54.81|± | 4.90|
{
"results": {
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"hendrycksTest-college_chemistry": 0,
"hendrycksTest-management": 0,
"hendrycksTest-miscellaneous": 0,
"hendrycksTest-high_school_world_history": 0,
"lambada_openai": 0,
"hendrycksTest-electrical_engineering": 0,
"hendrycksTest-high_school_us_history": 0,
"hendrycksTest-college_medicine": 0,
"hendrycksTest-high_school_geography": 0,
"hendrycksTest-professional_medicine": 0,
"hendrycksTest-machine_learning": 0,
"hendrycksTest-logical_fallacies": 0,
"hendrycksTest-college_biology": 0,
"hendrycksTest-professional_accounting": 0,
"hendrycksTest-business_ethics": 0,
"piqa": 0,
"hendrycksTest-high_school_macroeconomics": 0,
"hendrycksTest-us_foreign_policy": 0,
"hendrycksTest-human_sexuality": 0,
"hendrycksTest-high_school_biology": 0,
"hendrycksTest-security_studies": 0,
"hendrycksTest-high_school_mathematics": 0,
"hendrycksTest-elementary_mathematics": 0,
"hendrycksTest-conceptual_physics": 0,
"hendrycksTest-prehistory": 0,
"hendrycksTest-medical_genetics": 0,
"hendrycksTest-anatomy": 0,
"hendrycksTest-professional_psychology": 0,
"hendrycksTest-global_facts": 0,
"hendrycksTest-moral_scenarios": 0,
"hendrycksTest-marketing": 0,
"hendrycksTest-formal_logic": 0,
"hendrycksTest-public_relations": 0,
"logiqa": 0,
"hendrycksTest-world_religions": 0
},
"config": {
"model": "hf-causal",
"model_args": "pretrained=facebook/opt-66b,use_accelerate=True,device_map_option=sequential,max_memory_per_gpu=40GIB",
"num_fewshot": 0,
"batch_size": 1,
"device": "cuda",
"no_cache": false,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
# xglm-1.7B
## xglm-1.7B_common_sense_reasoning_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|--------|----:|---|-----:|
|arc_challenge| 0|acc |20.99|± | 1.19|
| | |acc_norm|24.32|± | 1.25|
|arc_easy | 0|acc |53.62|± | 1.02|
| | |acc_norm|47.90|± | 1.03|
|boolq | 1|acc |58.56|± | 0.86|
|copa | 0|acc |68.00|± | 4.69|
|hellaswag | 0|acc |36.18|± | 0.48|
| | |acc_norm|45.80|± | 0.50|
|mc_taco | 0|em |12.91| | |
| | |f1 |34.52| | |
|openbookqa | 0|acc |17.00|± | 1.68|
| | |acc_norm|29.80|± | 2.05|
|piqa | 0|acc |69.70|± | 1.07|
| | |acc_norm|70.35|± | 1.07|
|prost | 0|acc |22.69|± | 0.31|
| | |acc_norm|27.21|± | 0.33|
|swag | 0|acc |45.97|± | 0.35|
| | |acc_norm|62.19|± | 0.34|
|winogrande | 0|acc |54.93|± | 1.40|
|wsc273 | 0|acc |68.13|± | 2.83|
## xglm-1.7B_gsm8k_8-shot.json
|Task |Version|Metric|Value| |Stderr|
|-----|------:|------|----:|---|-----:|
|gsm8k| 0|acc | 0.99|± | 0.27|
## xglm-1.7B_mathematical_reasoning_few_shot_5-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------------------|------:|--------|----:|---|-----:|
|drop | 1|em | 0.67|± | 0.08|
| | |f1 | 3.44|± | 0.13|
|gsm8k | 0|acc | 0.83|± | 0.25|
|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 | 0.00|± | 0.00|
|math_precalc | 1|acc | 0.00|± | 0.00|
|mathqa | 0|acc |22.91|± | 0.77|
| | |acc_norm|21.44|± | 0.75|
## xglm-1.7B_pawsx_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|pawsx_de| 0|acc |57.55|± | 1.11|
|pawsx_en| 0|acc |52.65|± | 1.12|
|pawsx_es| 0|acc |53.80|± | 1.12|
|pawsx_fr| 0|acc |47.35|± | 1.12|
|pawsx_ja| 0|acc |46.10|± | 1.11|
|pawsx_ko| 0|acc |51.40|± | 1.12|
|pawsx_zh| 0|acc |48.10|± | 1.12|
## xglm-1.7B_xcopa_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|xcopa_et| 0|acc | 56.8|± | 2.22|
|xcopa_ht| 0|acc | 55.8|± | 2.22|
|xcopa_id| 0|acc | 64.6|± | 2.14|
|xcopa_it| 0|acc | 54.0|± | 2.23|
|xcopa_qu| 0|acc | 52.2|± | 2.24|
|xcopa_sw| 0|acc | 56.6|± | 2.22|
|xcopa_ta| 0|acc | 55.2|± | 2.23|
|xcopa_th| 0|acc | 58.2|± | 2.21|
|xcopa_tr| 0|acc | 53.4|± | 2.23|
|xcopa_vi| 0|acc | 63.0|± | 2.16|
|xcopa_zh| 0|acc | 58.0|± | 2.21|
## xglm-1.7B_xnli_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|-------|------:|------|----:|---|-----:|
|xnli_ar| 0|acc |33.51|± | 0.67|
|xnli_bg| 0|acc |44.73|± | 0.70|
|xnli_de| 0|acc |45.33|± | 0.70|
|xnli_el| 0|acc |40.10|± | 0.69|
|xnli_en| 0|acc |49.68|± | 0.71|
|xnli_es| 0|acc |43.61|± | 0.70|
|xnli_fr| 0|acc |45.73|± | 0.70|
|xnli_hi| 0|acc |42.61|± | 0.70|
|xnli_ru| 0|acc |45.97|± | 0.70|
|xnli_sw| 0|acc |42.00|± | 0.70|
|xnli_th| 0|acc |41.70|± | 0.70|
|xnli_tr| 0|acc |42.95|± | 0.70|
|xnli_ur| 0|acc |39.50|± | 0.69|
|xnli_vi| 0|acc |45.03|± | 0.70|
|xnli_zh| 0|acc |33.77|± | 0.67|
## xglm-1.7B_xstory_cloze_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|---------------|------:|------|----:|---|-----:|
|xstory_cloze_ar| 0|acc |52.48|± | 1.29|
|xstory_cloze_en| 0|acc |64.33|± | 1.23|
|xstory_cloze_es| 0|acc |59.23|± | 1.26|
|xstory_cloze_eu| 0|acc |56.12|± | 1.28|
|xstory_cloze_hi| 0|acc |55.79|± | 1.28|
|xstory_cloze_id| 0|acc |57.97|± | 1.27|
|xstory_cloze_my| 0|acc |53.81|± | 1.28|
|xstory_cloze_ru| 0|acc |59.83|± | 1.26|
|xstory_cloze_sw| 0|acc |55.99|± | 1.28|
|xstory_cloze_te| 0|acc |58.04|± | 1.27|
|xstory_cloze_zh| 0|acc |56.19|± | 1.28|
## xglm-1.7B_xwinograd_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|------------|------:|------|----:|---|-----:|
|xwinograd_en| 0|acc |71.05|± | 0.94|
|xwinograd_fr| 0|acc |60.24|± | 5.40|
|xwinograd_jp| 0|acc |60.58|± | 1.58|
|xwinograd_pt| 0|acc |63.88|± | 2.97|
|xwinograd_ru| 0|acc |59.68|± | 2.77|
|xwinograd_zh| 0|acc |69.84|± | 2.05|
{
"results": {
"copa": {
"acc": 0.68,
"acc_stderr": 0.046882617226215034
},
"piqa": {
"acc": 0.6969532100108814,
"acc_stderr": 0.010722648689531515,
"acc_norm": 0.7034820457018498,
"acc_norm_stderr": 0.010656078922661134
},
"prost": {
"acc": 0.22694278394534587,
"acc_stderr": 0.003060110855833208,
"acc_norm": 0.27209649871904357,
"acc_norm_stderr": 0.0032514084657504338
},
"arc_easy": {
"acc": 0.5361952861952862,
"acc_stderr": 0.01023286555034672,
"acc_norm": 0.47895622895622897,
"acc_norm_stderr": 0.01025069260202258
},
"hellaswag": {
"acc": 0.3617805218084047,
"acc_stderr": 0.004795337009118189,
"acc_norm": 0.45797649870543716,
"acc_norm_stderr": 0.004972126523031943
},
"mc_taco": {
"em": 0.12912912912912913,
"f1": 0.34519977153598014
},
"winogrande": {
"acc": 0.5493291239147593,
"acc_stderr": 0.013983928869040239
},
"wsc273": {
"acc": 0.6813186813186813,
"acc_stderr": 0.02825328818739863
},
"swag": {
"acc": 0.4596621013695891,
"acc_stderr": 0.0035235690445916223,
"acc_norm": 0.6219134259722083,
"acc_norm_stderr": 0.003428398656668824
},
"boolq": {
"acc": 0.5856269113149847,
"acc_stderr": 0.00861586377642113
},
"openbookqa": {
"acc": 0.17,
"acc_stderr": 0.016815633531393426,
"acc_norm": 0.298,
"acc_norm_stderr": 0.02047511809298897
},
"arc_challenge": {
"acc": 0.2098976109215017,
"acc_stderr": 0.011900548748047446,
"acc_norm": 0.2431740614334471,
"acc_norm_stderr": 0.012536554144587089
}
},
"versions": {
"copa": 0,
"piqa": 0,
"prost": 0,
"arc_easy": 0,
"hellaswag": 0,
"mc_taco": 0,
"winogrande": 0,
"wsc273": 0,
"swag": 0,
"boolq": 1,
"openbookqa": 0,
"arc_challenge": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-1.7B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda:0",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
"gsm8k": {
"acc": 0.009855951478392721,
"acc_stderr": 0.00272107657704166
}
},
"versions": {
"gsm8k": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-1.7B,use_accelerate=True",
"num_fewshot": 8,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
"math_prealgebra": {
"acc": 0.0,
"acc_stderr": 0.0
},
"gsm8k": {
"acc": 0.008339651250947688,
"acc_stderr": 0.002504942226860518
},
"math_num_theory": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_precalc": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_algebra": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_geometry": {
"acc": 0.0,
"acc_stderr": 0.0
},
"drop": {
"em": 0.006711409395973154,
"em_stderr": 0.0008361500895152447,
"f1": 0.03435402684563763,
"f1_stderr": 0.0012720691502648663
},
"math_intermediate_algebra": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_counting_and_prob": {
"acc": 0.0,
"acc_stderr": 0.0
},
"mathqa": {
"acc": 0.22914572864321608,
"acc_stderr": 0.007693830518376538,
"acc_norm": 0.21440536013400335,
"acc_norm_stderr": 0.0075130739863118485
}
},
"versions": {
"math_prealgebra": 1,
"gsm8k": 0,
"math_num_theory": 1,
"math_precalc": 1,
"mathqa": 0,
"math_algebra": 1,
"math_geometry": 1,
"drop": 1,
"math_intermediate_algebra": 1,
"math_counting_and_prob": 1
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-1.7B,use_accelerate=True",
"num_fewshot": 5,
"batch_size": "auto",
"device": "cuda:0",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
"pawsx_fr": {
"acc": 0.4735,
"acc_stderr": 0.011167418260963935
},
"pawsx_de": {
"acc": 0.5755,
"acc_stderr": 0.011054907529701135
},
"pawsx_ko": {
"acc": 0.514,
"acc_stderr": 0.011178751372184865
},
"pawsx_ja": {
"acc": 0.461,
"acc_stderr": 0.011149065020234333
},
"pawsx_en": {
"acc": 0.5265,
"acc_stderr": 0.011167418260963933
},
"pawsx_es": {
"acc": 0.538,
"acc_stderr": 0.011150792352341666
},
"pawsx_zh": {
"acc": 0.481,
"acc_stderr": 0.011175058879956061
}
},
"versions": {
"pawsx_fr": 0,
"pawsx_de": 0,
"pawsx_ko": 0,
"pawsx_ja": 0,
"pawsx_en": 0,
"pawsx_es": 0,
"pawsx_zh": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-1.7B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
"xcopa_id": {
"acc": 0.646,
"acc_stderr": 0.02140758204791645
},
"xcopa_ta": {
"acc": 0.552,
"acc_stderr": 0.02226169729227013
},
"xcopa_ht": {
"acc": 0.558,
"acc_stderr": 0.022231970696321122
},
"xcopa_it": {
"acc": 0.54,
"acc_stderr": 0.022311333245289663
},
"xcopa_tr": {
"acc": 0.534,
"acc_stderr": 0.02233126442325838
},
"xcopa_th": {
"acc": 0.582,
"acc_stderr": 0.022080014812228137
},
"xcopa_qu": {
"acc": 0.522,
"acc_stderr": 0.022361396739207878
},
"xcopa_zh": {
"acc": 0.58,
"acc_stderr": 0.02209471322976178
},
"xcopa_vi": {
"acc": 0.63,
"acc_stderr": 0.02161328916516579
},
"xcopa_et": {
"acc": 0.568,
"acc_stderr": 0.022175109265613165
},
"xcopa_sw": {
"acc": 0.566,
"acc_stderr": 0.022187215803029008
}
},
"versions": {
"xcopa_id": 0,
"xcopa_ta": 0,
"xcopa_ht": 0,
"xcopa_it": 0,
"xcopa_tr": 0,
"xcopa_th": 0,
"xcopa_qu": 0,
"xcopa_zh": 0,
"xcopa_vi": 0,
"xcopa_et": 0,
"xcopa_sw": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-1.7B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
"xnli_bg": {
"acc": 0.4473053892215569,
"acc_stderr": 0.0070253693946827935
},
"xnli_hi": {
"acc": 0.42614770459081835,
"acc_stderr": 0.006987223294820979
},
"xnli_el": {
"acc": 0.40099800399201596,
"acc_stderr": 0.006924839696959944
},
"xnli_en": {
"acc": 0.49680638722554893,
"acc_stderr": 0.00706456831954508
},
"xnli_ar": {
"acc": 0.33512974051896205,
"acc_stderr": 0.006669594382503631
},
"xnli_ru": {
"acc": 0.4596806387225549,
"acc_stderr": 0.00704170545485625
},
"xnli_fr": {
"acc": 0.45728542914171655,
"acc_stderr": 0.007038885597058048
},
"xnli_tr": {
"acc": 0.4295409181636727,
"acc_stderr": 0.006994215414803208
},
"xnli_th": {
"acc": 0.4169660678642715,
"acc_stderr": 0.006966614137458995
},
"xnli_vi": {
"acc": 0.4502994011976048,
"acc_stderr": 0.007029723996054755
},
"xnli_de": {
"acc": 0.4532934131736527,
"acc_stderr": 0.0070338214783393326
},
"xnli_sw": {
"acc": 0.41996007984031936,
"acc_stderr": 0.006973606391328806
},
"xnli_zh": {
"acc": 0.3377245508982036,
"acc_stderr": 0.006682287063203171
},
"xnli_es": {
"acc": 0.436127744510978,
"acc_stderr": 0.007006832004922492
},
"xnli_ur": {
"acc": 0.39500998003992016,
"acc_stderr": 0.0069072094196003676
}
},
"versions": {
"xnli_bg": 0,
"xnli_hi": 0,
"xnli_el": 0,
"xnli_en": 0,
"xnli_ar": 0,
"xnli_ru": 0,
"xnli_fr": 0,
"xnli_tr": 0,
"xnli_th": 0,
"xnli_vi": 0,
"xnli_de": 0,
"xnli_sw": 0,
"xnli_zh": 0,
"xnli_es": 0,
"xnli_ur": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-1.7B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
"xstory_cloze_hi": {
"acc": 0.5579086697551291,
"acc_stderr": 0.012780536370279769
},
"xstory_cloze_sw": {
"acc": 0.5598941098610192,
"acc_stderr": 0.012774475160716338
},
"xstory_cloze_zh": {
"acc": 0.5618795499669094,
"acc_stderr": 0.012768206616277759
},
"xstory_cloze_my": {
"acc": 0.5380542686962276,
"acc_stderr": 0.0128298047203217
},
"xstory_cloze_eu": {
"acc": 0.5612177365982793,
"acc_stderr": 0.012770319186938004
},
"xstory_cloze_id": {
"acc": 0.5797485109199206,
"acc_stderr": 0.012702405649149104
},
"xstory_cloze_te": {
"acc": 0.5804103242885507,
"acc_stderr": 0.012699642268200749
},
"xstory_cloze_en": {
"acc": 0.6432825943084051,
"acc_stderr": 0.01232748767711036
},
"xstory_cloze_es": {
"acc": 0.5923229649238915,
"acc_stderr": 0.012645876488040282
},
"xstory_cloze_ar": {
"acc": 0.5248180013236268,
"acc_stderr": 0.012851264962354841
},
"xstory_cloze_ru": {
"acc": 0.5982792852415619,
"acc_stderr": 0.012616114526927917
}
},
"versions": {
"xstory_cloze_hi": 0,
"xstory_cloze_sw": 0,
"xstory_cloze_zh": 0,
"xstory_cloze_my": 0,
"xstory_cloze_eu": 0,
"xstory_cloze_id": 0,
"xstory_cloze_te": 0,
"xstory_cloze_en": 0,
"xstory_cloze_es": 0,
"xstory_cloze_ar": 0,
"xstory_cloze_ru": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-1.7B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
"xwinograd_pt": {
"acc": 0.6387832699619772,
"acc_stderr": 0.029676320268041578
},
"xwinograd_zh": {
"acc": 0.6984126984126984,
"acc_stderr": 0.020463437846223773
},
"xwinograd_jp": {
"acc": 0.6058394160583942,
"acc_stderr": 0.015788199459722305
},
"xwinograd_fr": {
"acc": 0.6024096385542169,
"acc_stderr": 0.05404517824786813
},
"xwinograd_en": {
"acc": 0.7105376344086022,
"acc_stderr": 0.009407441676993788
},
"xwinograd_ru": {
"acc": 0.5968253968253968,
"acc_stderr": 0.02768250629102932
}
},
"versions": {
"xwinograd_pt": 0,
"xwinograd_zh": 0,
"xwinograd_jp": 0,
"xwinograd_fr": 0,
"xwinograd_en": 0,
"xwinograd_ru": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-1.7B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
# xglm-2.9B
## xglm-2.9B_common_sense_reasoning_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|--------|----:|---|-----:|
|arc_challenge| 0|acc |23.46|± | 1.24|
| | |acc_norm|27.39|± | 1.30|
|arc_easy | 0|acc |56.65|± | 1.02|
| | |acc_norm|53.37|± | 1.02|
|boolq | 1|acc |61.44|± | 0.85|
|copa | 0|acc |74.00|± | 4.41|
|hellaswag | 0|acc |40.92|± | 0.49|
| | |acc_norm|53.70|± | 0.50|
|mc_taco | 0|em |11.94| | |
| | |f1 |47.80| | |
|openbookqa | 0|acc |21.60|± | 1.84|
| | |acc_norm|33.20|± | 2.11|
|piqa | 0|acc |71.27|± | 1.06|
| | |acc_norm|73.01|± | 1.04|
|prost | 0|acc |21.92|± | 0.30|
| | |acc_norm|26.64|± | 0.32|
|swag | 0|acc |48.49|± | 0.35|
| | |acc_norm|65.78|± | 0.34|
|winogrande | 0|acc |54.62|± | 1.40|
|wsc273 | 0|acc |71.06|± | 2.75|
## xglm-2.9B_pawsx_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|pawsx_de| 0|acc |50.65|± | 1.12|
|pawsx_en| 0|acc |54.75|± | 1.11|
|pawsx_es| 0|acc |53.15|± | 1.12|
|pawsx_fr| 0|acc |49.70|± | 1.12|
|pawsx_ja| 0|acc |50.95|± | 1.12|
|pawsx_ko| 0|acc |46.75|± | 1.12|
|pawsx_zh| 0|acc |53.70|± | 1.12|
## xglm-2.9B_xcopa_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|xcopa_et| 0|acc | 58.2|± | 2.21|
|xcopa_ht| 0|acc | 55.8|± | 2.22|
|xcopa_id| 0|acc | 66.8|± | 2.11|
|xcopa_it| 0|acc | 60.2|± | 2.19|
|xcopa_qu| 0|acc | 50.2|± | 2.24|
|xcopa_sw| 0|acc | 58.8|± | 2.20|
|xcopa_ta| 0|acc | 54.2|± | 2.23|
|xcopa_th| 0|acc | 57.0|± | 2.22|
|xcopa_tr| 0|acc | 56.6|± | 2.22|
|xcopa_vi| 0|acc | 65.2|± | 2.13|
|xcopa_zh| 0|acc | 60.0|± | 2.19|
## xglm-2.9B_xnli_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|-------|------:|------|----:|---|-----:|
|xnli_ar| 0|acc |33.65|± | 0.67|
|xnli_bg| 0|acc |45.97|± | 0.70|
|xnli_de| 0|acc |48.32|± | 0.71|
|xnli_el| 0|acc |41.40|± | 0.70|
|xnli_en| 0|acc |51.08|± | 0.71|
|xnli_es| 0|acc |46.67|± | 0.70|
|xnli_fr| 0|acc |45.03|± | 0.70|
|xnli_hi| 0|acc |44.03|± | 0.70|
|xnli_ru| 0|acc |45.29|± | 0.70|
|xnli_sw| 0|acc |44.43|± | 0.70|
|xnli_th| 0|acc |41.98|± | 0.70|
|xnli_tr| 0|acc |44.97|± | 0.70|
|xnli_ur| 0|acc |40.10|± | 0.69|
|xnli_vi| 0|acc |45.99|± | 0.70|
|xnli_zh| 0|acc |34.81|± | 0.67|
## xglm-2.9B_xstory_cloze_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|---------------|------:|------|----:|---|-----:|
|xstory_cloze_ar| 0|acc |53.87|± | 1.28|
|xstory_cloze_en| 0|acc |67.31|± | 1.21|
|xstory_cloze_es| 0|acc |60.95|± | 1.26|
|xstory_cloze_eu| 0|acc |56.32|± | 1.28|
|xstory_cloze_hi| 0|acc |57.51|± | 1.27|
|xstory_cloze_id| 0|acc |61.35|± | 1.25|
|xstory_cloze_my| 0|acc |55.20|± | 1.28|
|xstory_cloze_ru| 0|acc |62.21|± | 1.25|
|xstory_cloze_sw| 0|acc |56.72|± | 1.28|
|xstory_cloze_te| 0|acc |60.03|± | 1.26|
|xstory_cloze_zh| 0|acc |57.64|± | 1.27|
## xglm-2.9B_xwinograd_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|------------|------:|------|----:|---|-----:|
|xwinograd_en| 0|acc |75.61|± | 0.89|
|xwinograd_fr| 0|acc |59.04|± | 5.43|
|xwinograd_jp| 0|acc |64.65|± | 1.54|
|xwinograd_pt| 0|acc |66.16|± | 2.92|
|xwinograd_ru| 0|acc |62.86|± | 2.73|
|xwinograd_zh| 0|acc |71.63|± | 2.01|
{
"results": {
"piqa": {
"acc": 0.7127312295973884,
"acc_stderr": 0.010557291761528637,
"acc_norm": 0.7301414581066377,
"acc_norm_stderr": 0.010356595421852193
},
"openbookqa": {
"acc": 0.216,
"acc_stderr": 0.01842190906141194,
"acc_norm": 0.332,
"acc_norm_stderr": 0.021081766571222856
},
"arc_challenge": {
"acc": 0.23464163822525597,
"acc_stderr": 0.01238387356076868,
"acc_norm": 0.2738907849829352,
"acc_norm_stderr": 0.013032004972989505
},
"arc_easy": {
"acc": 0.5664983164983165,
"acc_stderr": 0.010168640625454107,
"acc_norm": 0.5336700336700336,
"acc_norm_stderr": 0.010236494647406476
},
"boolq": {
"acc": 0.6143730886850153,
"acc_stderr": 0.008513189460768057
},
"wsc273": {
"acc": 0.7106227106227107,
"acc_stderr": 0.027495860234525278
},
"copa": {
"acc": 0.74,
"acc_stderr": 0.04408440022768077
},
"hellaswag": {
"acc": 0.4091814379605656,
"acc_stderr": 0.004906779523192668,
"acc_norm": 0.5370444134634534,
"acc_norm_stderr": 0.004976067726432559
},
"prost": {
"acc": 0.21920367207514946,
"acc_stderr": 0.003022497462586152,
"acc_norm": 0.2664389410760034,
"acc_norm_stderr": 0.0032299078734217036
},
"swag": {
"acc": 0.4849045286414076,
"acc_stderr": 0.0035334805738792946,
"acc_norm": 0.6578026592022393,
"acc_norm_stderr": 0.0033544154500719224
},
"mc_taco": {
"em": 0.11936936936936937,
"f1": 0.4779548809969738
},
"winogrande": {
"acc": 0.5461720599842147,
"acc_stderr": 0.013992441563707058
}
},
"versions": {
"piqa": 0,
"openbookqa": 0,
"arc_challenge": 0,
"arc_easy": 0,
"boolq": 1,
"wsc273": 0,
"copa": 0,
"hellaswag": 0,
"prost": 0,
"swag": 0,
"mc_taco": 0,
"winogrande": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-2.9B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda:0",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
"pawsx_zh": {
"acc": 0.537,
"acc_stderr": 0.011152474561478182
},
"pawsx_de": {
"acc": 0.5065,
"acc_stderr": 0.0111821910061423
},
"pawsx_en": {
"acc": 0.5475,
"acc_stderr": 0.011132557743886095
},
"pawsx_es": {
"acc": 0.5315,
"acc_stderr": 0.011160921022883278
},
"pawsx_fr": {
"acc": 0.497,
"acc_stderr": 0.011182934722804556
},
"pawsx_ja": {
"acc": 0.5095,
"acc_stderr": 0.011181117282805214
},
"pawsx_ko": {
"acc": 0.4675,
"acc_stderr": 0.011159486640120933
}
},
"versions": {
"pawsx_zh": 0,
"pawsx_de": 0,
"pawsx_en": 0,
"pawsx_es": 0,
"pawsx_fr": 0,
"pawsx_ja": 0,
"pawsx_ko": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-2.9B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
"xcopa_zh": {
"acc": 0.6,
"acc_stderr": 0.021930844120728505
},
"xcopa_ht": {
"acc": 0.558,
"acc_stderr": 0.02223197069632112
},
"xcopa_id": {
"acc": 0.668,
"acc_stderr": 0.021081766571222856
},
"xcopa_tr": {
"acc": 0.566,
"acc_stderr": 0.02218721580302901
},
"xcopa_it": {
"acc": 0.602,
"acc_stderr": 0.021912377885779967
},
"xcopa_qu": {
"acc": 0.502,
"acc_stderr": 0.02238289498648353
},
"xcopa_sw": {
"acc": 0.588,
"acc_stderr": 0.022033677993740865
},
"xcopa_th": {
"acc": 0.57,
"acc_stderr": 0.02216263442665284
},
"xcopa_vi": {
"acc": 0.652,
"acc_stderr": 0.021323728632807494
},
"xcopa_ta": {
"acc": 0.542,
"acc_stderr": 0.022303966774269938
},
"xcopa_et": {
"acc": 0.582,
"acc_stderr": 0.022080014812228137
}
},
"versions": {
"xcopa_zh": 0,
"xcopa_ht": 0,
"xcopa_id": 0,
"xcopa_tr": 0,
"xcopa_it": 0,
"xcopa_qu": 0,
"xcopa_sw": 0,
"xcopa_th": 0,
"xcopa_vi": 0,
"xcopa_ta": 0,
"xcopa_et": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-2.9B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
"xnli_ar": {
"acc": 0.33652694610778444,
"acc_stderr": 0.006676456919028458
},
"xnli_bg": {
"acc": 0.4596806387225549,
"acc_stderr": 0.007041705454856254
},
"xnli_de": {
"acc": 0.48323353293413174,
"acc_stderr": 0.007060739327060854
},
"xnli_el": {
"acc": 0.41397205588822356,
"acc_stderr": 0.00695935771309272
},
"xnli_en": {
"acc": 0.5107784431137724,
"acc_stderr": 0.007063070754956929
},
"xnli_es": {
"acc": 0.4666666666666667,
"acc_stderr": 0.0070489955857553875
},
"xnli_fr": {
"acc": 0.4502994011976048,
"acc_stderr": 0.00702972399605476
},
"xnli_hi": {
"acc": 0.4403193612774451,
"acc_stderr": 0.007014206007644934
},
"xnli_ru": {
"acc": 0.4528942115768463,
"acc_stderr": 0.007033289986695003
},
"xnli_sw": {
"acc": 0.444311377245509,
"acc_stderr": 0.007020757195791273
},
"xnli_th": {
"acc": 0.41976047904191616,
"acc_stderr": 0.006973148443615152
},
"xnli_tr": {
"acc": 0.4497005988023952,
"acc_stderr": 0.007028873660193274
},
"xnli_ur": {
"acc": 0.40099800399201596,
"acc_stderr": 0.006924839696959946
},
"xnli_vi": {
"acc": 0.4598802395209581,
"acc_stderr": 0.00704193305036814
},
"xnli_zh": {
"acc": 0.34810379241516964,
"acc_stderr": 0.006730821739872395
}
},
"versions": {
"xnli_ar": 0,
"xnli_bg": 0,
"xnli_de": 0,
"xnli_el": 0,
"xnli_en": 0,
"xnli_es": 0,
"xnli_fr": 0,
"xnli_hi": 0,
"xnli_ru": 0,
"xnli_sw": 0,
"xnli_th": 0,
"xnli_tr": 0,
"xnli_ur": 0,
"xnli_vi": 0,
"xnli_zh": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-2.9B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
{
"results": {
"xstory_cloze_es": {
"acc": 0.6095301125082727,
"acc_stderr": 0.012554600076548371
},
"xstory_cloze_sw": {
"acc": 0.5671740569159497,
"acc_stderr": 0.01275047450298583
},
"xstory_cloze_en": {
"acc": 0.6730641958967571,
"acc_stderr": 0.012071771683911351
},
"xstory_cloze_zh": {
"acc": 0.5764394440767704,
"acc_stderr": 0.01271587138288145
},
"xstory_cloze_id": {
"acc": 0.613500992720053,
"acc_stderr": 0.012531219943771486
},
"xstory_cloze_eu": {
"acc": 0.5632031767041694,
"acc_stderr": 0.01276391225017363
},
"xstory_cloze_te": {
"acc": 0.600264725347452,
"acc_stderr": 0.01260576407762715
},
"xstory_cloze_ru": {
"acc": 0.6221045665122436,
"acc_stderr": 0.012477542072994664
},
"xstory_cloze_hi": {
"acc": 0.5751158173395102,
"acc_stderr": 0.01272109407352333
},
"xstory_cloze_ar": {
"acc": 0.5387160820648577,
"acc_stderr": 0.01282849335327155
},
"xstory_cloze_my": {
"acc": 0.5519523494374586,
"acc_stderr": 0.012797478885304733
}
},
"versions": {
"xstory_cloze_es": 0,
"xstory_cloze_sw": 0,
"xstory_cloze_en": 0,
"xstory_cloze_zh": 0,
"xstory_cloze_id": 0,
"xstory_cloze_eu": 0,
"xstory_cloze_te": 0,
"xstory_cloze_ru": 0,
"xstory_cloze_hi": 0,
"xstory_cloze_ar": 0,
"xstory_cloze_my": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-2.9B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
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