forked from OpenNMT/OpenNMT-py
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
* Flan T5 support
- Loading branch information
Showing
9 changed files
with
917 additions
and
67 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,145 @@ | ||
|
||
Run with OpenNMT-py converted flan-T5-XL | ||
|
||
ACC-abstract_algebra: 0.2700 | ||
ACC-anatomy: 0.4296 | ||
ACC-astronomy: 0.4737 | ||
ACC-business_ethics: 0.6800 | ||
ACC-clinical_knowledge: 0.5245 | ||
ACC-college_biology: 0.4444 | ||
ACC-college_chemistry: 0.3400 | ||
ACC-college_computer_science: 0.3600 | ||
ACC-college_mathematics: 0.2900 | ||
ACC-college_medicine: 0.4277 | ||
ACC-college_physics: 0.2941 | ||
ACC-computer_security: 0.6400 | ||
ACC-conceptual_physics: 0.4085 | ||
ACC-econometrics: 0.2807 | ||
ACC-electrical_engineering: 0.4552 | ||
ACC-elementary_mathematics: 0.3148 | ||
ACC-formal_logic: 0.3333 | ||
ACC-global_facts: 0.3600 | ||
ACC-high_school_biology: 0.5645 | ||
ACC-high_school_chemistry: 0.3300 | ||
ACC-high_school_computer_science: 0.5100 | ||
ACC-high_school_european_history: 0.7333 | ||
ACC-high_school_geography: 0.6414 | ||
ACC-high_school_government_and_politics: 0.6632 | ||
ACC-high_school_macroeconomics: 0.5359 | ||
ACC-high_school_mathematics: 0.3074 | ||
ACC-high_school_microeconomics: 0.5168 | ||
ACC-high_school_physics: 0.2980 | ||
ACC-high_school_psychology: 0.6771 | ||
ACC-high_school_statistics: 0.3657 | ||
ACC-high_school_us_history: 0.6863 | ||
ACC-high_school_world_history: 0.6667 | ||
ACC-human_aging: 0.5650 | ||
ACC-human_sexuality: 0.5802 | ||
ACC-international_law: 0.6860 | ||
ACC-jurisprudence: 0.6204 | ||
ACC-logical_fallacies: 0.6319 | ||
ACC-machine_learning: 0.3571 | ||
ACC-management: 0.6796 | ||
ACC-marketing: 0.7906 | ||
ACC-medical_genetics: 0.4800 | ||
ACC-miscellaneous: 0.6782 | ||
ACC-moral_disputes: 0.5983 | ||
ACC-moral_scenarios: 0.2436 | ||
ACC-nutrition: 0.4804 | ||
ACC-philosophy: 0.5177 | ||
ACC-prehistory: 0.5216 | ||
ACC-professional_accounting: 0.3723 | ||
ACC-professional_law: 0.3990 | ||
ACC-professional_medicine: 0.4412 | ||
ACC-professional_psychology: 0.4526 | ||
ACC-public_relations: 0.5909 | ||
ACC-security_studies: 0.6531 | ||
ACC-sociology: 0.7363 | ||
ACC-us_foreign_policy: 0.6600 | ||
ACC-virology: 0.4819 | ||
ACC-world_religions: 0.5614 | ||
ACC-all: 0.4929 | ||
total run time 1315.36 | ||
|
||
Run with Hendrycks script on HuggingFace Checkpoint https://huggingface.co/google/flan-t5-xl | ||
|
||
Average accuracy 0.270 - abstract_algebra | ||
Average accuracy 0.430 - anatomy | ||
Average accuracy 0.474 - astronomy | ||
Average accuracy 0.680 - business_ethics | ||
Average accuracy 0.525 - clinical_knowledge | ||
Average accuracy 0.444 - college_biology | ||
Average accuracy 0.340 - college_chemistry | ||
Average accuracy 0.360 - college_computer_science | ||
Average accuracy 0.290 - college_mathematics | ||
Average accuracy 0.428 - college_medicine | ||
Average accuracy 0.294 - college_physics | ||
Average accuracy 0.640 - computer_security | ||
Average accuracy 0.409 - conceptual_physics | ||
Average accuracy 0.281 - econometrics | ||
Average accuracy 0.455 - electrical_engineering | ||
Average accuracy 0.315 - elementary_mathematics | ||
Average accuracy 0.333 - formal_logic | ||
Average accuracy 0.360 - global_facts | ||
Average accuracy 0.565 - high_school_biology | ||
Average accuracy 0.330 - high_school_chemistry | ||
Average accuracy 0.510 - high_school_computer_science | ||
Average accuracy 0.733 - high_school_european_history | ||
Average accuracy 0.641 - high_school_geography | ||
Average accuracy 0.663 - high_school_government_and_politics | ||
Average accuracy 0.536 - high_school_macroeconomics | ||
Average accuracy 0.307 - high_school_mathematics | ||
Average accuracy 0.517 - high_school_microeconomics | ||
Average accuracy 0.298 - high_school_physics | ||
Average accuracy 0.675 - high_school_psychology | ||
Average accuracy 0.370 - high_school_statistics | ||
Average accuracy 0.662 - high_school_us_history | ||
Average accuracy 0.684 - high_school_world_history | ||
Average accuracy 0.565 - human_aging | ||
Average accuracy 0.580 - human_sexuality | ||
Average accuracy 0.686 - international_law | ||
Average accuracy 0.620 - jurisprudence | ||
Average accuracy 0.632 - logical_fallacies | ||
Average accuracy 0.357 - machine_learning | ||
Average accuracy 0.680 - management | ||
Average accuracy 0.791 - marketing | ||
Average accuracy 0.480 - medical_genetics | ||
Average accuracy 0.678 - miscellaneous | ||
Average accuracy 0.598 - moral_disputes | ||
Average accuracy 0.244 - moral_scenarios | ||
Average accuracy 0.480 - nutrition | ||
Average accuracy 0.518 - philosophy | ||
Average accuracy 0.522 - prehistory | ||
Average accuracy 0.372 - professional_accounting | ||
Average accuracy 0.401 - professional_law | ||
Average accuracy 0.441 - professional_medicine | ||
Average accuracy 0.453 - professional_psychology | ||
Average accuracy 0.591 - public_relations | ||
Average accuracy 0.633 - security_studies | ||
Average accuracy 0.736 - sociology | ||
Average accuracy 0.660 - us_foreign_policy | ||
Average accuracy 0.482 - virology | ||
Average accuracy 0.561 - world_religions | ||
Average accuracy 0.318 - math | ||
Average accuracy 0.483 - health | ||
Average accuracy 0.380 - physics | ||
Average accuracy 0.739 - business | ||
Average accuracy 0.526 - biology | ||
Average accuracy 0.333 - chemistry | ||
Average accuracy 0.464 - computer science | ||
Average accuracy 0.491 - economics | ||
Average accuracy 0.455 - engineering | ||
Average accuracy 0.411 - philosophy | ||
Average accuracy 0.577 - other | ||
Average accuracy 0.631 - history | ||
Average accuracy 0.641 - geography | ||
Average accuracy 0.639 - politics | ||
Average accuracy 0.557 - psychology | ||
Average accuracy 0.675 - culture | ||
Average accuracy 0.434 - law | ||
Average accuracy 0.390 - STEM | ||
Average accuracy 0.463 - humanities | ||
Average accuracy 0.577 - social sciences | ||
Average accuracy 0.551 - other (business, health, misc.) | ||
Average accuracy: 0.493 | ||
|
Oops, something went wrong.