初始化项目，由ModelHub XC社区提供模型
Model: dreamgen/llama3-8b-instruct-align-test2-kto Source: Original Platform
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ModelHub XC
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README.md
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README.md
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---
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license: cc
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---
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- **What is this?** Nothing interesting, just an experiment.
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- **License:** CC-BY-NC
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```
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| Task |Version| Metric |Value | |Stderr|
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|------------------------------------------------------|------:|--------------|-----:|---|-----:|
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|all | |acc |0.6502|± |0.0327|
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| | |acc_norm |0.6414|± |0.0095|
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| | |truthfulqa_mc1|0.3696|± |0.0169|
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| | |truthfulqa_mc2|0.5305|± |0.0159|
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| | |qem |0.4670|± |0.0137|
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|leaderboard:arc:challenge:25 | 0|acc |0.5555|± |0.0145|
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| | |acc_norm |0.5623|± |0.0145|
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|leaderboard:gsm8k:5 | 0|qem |0.4670|± |0.0137|
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|leaderboard:hellaswag:10 | 0|acc |0.5598|± |0.0050|
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| | |acc_norm |0.7205|± |0.0045|
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|leaderboard:mmlu:_average:5 | |acc |0.6527|± |0.0338|
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|leaderboard:mmlu:abstract_algebra:5 | 0|acc |0.3300|± |0.0473|
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|leaderboard:mmlu:anatomy:5 | 0|acc |0.6593|± |0.0409|
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|leaderboard:mmlu:astronomy:5 | 0|acc |0.7303|± |0.0361|
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|leaderboard:mmlu:business_ethics:5 | 0|acc |0.6700|± |0.0473|
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|leaderboard:mmlu:clinical_knowledge:5 | 0|acc |0.7321|± |0.0273|
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|leaderboard:mmlu:college_biology:5 | 0|acc |0.7708|± |0.0351|
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|leaderboard:mmlu:college_chemistry:5 | 0|acc |0.4900|± |0.0502|
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|leaderboard:mmlu:college_computer_science:5 | 0|acc |0.4600|± |0.0501|
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|leaderboard:mmlu:college_mathematics:5 | 0|acc |0.3900|± |0.0490|
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|leaderboard:mmlu:college_medicine:5 | 0|acc |0.6069|± |0.0372|
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|leaderboard:mmlu:college_physics:5 | 0|acc |0.4706|± |0.0497|
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|leaderboard:mmlu:computer_security:5 | 0|acc |0.7800|± |0.0416|
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|leaderboard:mmlu:conceptual_physics:5 | 0|acc |0.5830|± |0.0322|
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|leaderboard:mmlu:econometrics:5 | 0|acc |0.5000|± |0.0470|
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|leaderboard:mmlu:electrical_engineering:5 | 0|acc |0.5862|± |0.0410|
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|leaderboard:mmlu:elementary_mathematics:5 | 0|acc |0.4630|± |0.0257|
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|leaderboard:mmlu:formal_logic:5 | 0|acc |0.5238|± |0.0447|
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|leaderboard:mmlu:global_facts:5 | 0|acc |0.4300|± |0.0498|
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|leaderboard:mmlu:high_school_biology:5 | 0|acc |0.7581|± |0.0244|
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|leaderboard:mmlu:high_school_chemistry:5 | 0|acc |0.5271|± |0.0351|
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|leaderboard:mmlu:high_school_computer_science:5 | 0|acc |0.6600|± |0.0476|
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|leaderboard:mmlu:high_school_european_history:5 | 0|acc |0.7212|± |0.0350|
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|leaderboard:mmlu:high_school_geography:5 | 0|acc |0.7929|± |0.0289|
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|leaderboard:mmlu:high_school_government_and_politics:5| 0|acc |0.8756|± |0.0238|
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|leaderboard:mmlu:high_school_macroeconomics:5 | 0|acc |0.6590|± |0.0240|
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|leaderboard:mmlu:high_school_mathematics:5 | 0|acc |0.3407|± |0.0289|
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|leaderboard:mmlu:high_school_microeconomics:5 | 0|acc |0.7563|± |0.0279|
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|leaderboard:mmlu:high_school_physics:5 | 0|acc |0.4503|± |0.0406|
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|leaderboard:mmlu:high_school_psychology:5 | 0|acc |0.8294|± |0.0161|
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|leaderboard:mmlu:high_school_statistics:5 | 0|acc |0.4954|± |0.0341|
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|leaderboard:mmlu:high_school_us_history:5 | 0|acc |0.8039|± |0.0279|
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|leaderboard:mmlu:high_school_world_history:5 | 0|acc |0.8186|± |0.0251|
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|leaderboard:mmlu:human_aging:5 | 0|acc |0.6951|± |0.0309|
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|leaderboard:mmlu:human_sexuality:5 | 0|acc |0.7863|± |0.0360|
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|leaderboard:mmlu:international_law:5 | 0|acc |0.8017|± |0.0364|
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|leaderboard:mmlu:jurisprudence:5 | 0|acc |0.8056|± |0.0383|
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|leaderboard:mmlu:logical_fallacies:5 | 0|acc |0.7362|± |0.0346|
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|leaderboard:mmlu:machine_learning:5 | 0|acc |0.4911|± |0.0475|
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|leaderboard:mmlu:management:5 | 0|acc |0.8252|± |0.0376|
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|leaderboard:mmlu:marketing:5 | 0|acc |0.8718|± |0.0219|
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|leaderboard:mmlu:medical_genetics:5 | 0|acc |0.6900|± |0.0465|
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|leaderboard:mmlu:miscellaneous:5 | 0|acc |0.8225|± |0.0137|
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|leaderboard:mmlu:moral_disputes:5 | 0|acc |0.7052|± |0.0245|
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|leaderboard:mmlu:moral_scenarios:5 | 0|acc |0.4190|± |0.0165|
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|leaderboard:mmlu:nutrition:5 | 0|acc |0.7353|± |0.0253|
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|leaderboard:mmlu:philosophy:5 | 0|acc |0.7203|± |0.0255|
|
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|leaderboard:mmlu:prehistory:5 | 0|acc |0.6975|± |0.0256|
|
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|leaderboard:mmlu:professional_accounting:5 | 0|acc |0.5035|± |0.0298|
|
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|leaderboard:mmlu:professional_law:5 | 0|acc |0.4576|± |0.0127|
|
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|leaderboard:mmlu:professional_medicine:5 | 0|acc |0.7132|± |0.0275|
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|leaderboard:mmlu:professional_psychology:5 | 0|acc |0.6879|± |0.0187|
|
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|leaderboard:mmlu:public_relations:5 | 0|acc |0.6545|± |0.0455|
|
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|leaderboard:mmlu:security_studies:5 | 0|acc |0.7388|± |0.0281|
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|leaderboard:mmlu:sociology:5 | 0|acc |0.8159|± |0.0274|
|
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|leaderboard:mmlu:us_foreign_policy:5 | 0|acc |0.8500|± |0.0359|
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|leaderboard:mmlu:virology:5 | 0|acc |0.5000|± |0.0389|
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|leaderboard:mmlu:world_religions:5 | 0|acc |0.8129|± |0.0299|
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|leaderboard:truthfulqa:mc:0 | 0|truthfulqa_mc1|0.3696|± |0.0169|
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| | |truthfulqa_mc2|0.5305|± |0.0159|
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|leaderboard:winogrande:5 | 0|acc |0.6938|± |0.0130|
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```
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Baseline:
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```
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| Task |Version| Metric |Value | |Stderr|
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||||
|------------------------------------------------------|------:|--------------|-----:|---|-----:|
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|all | |acc |0.6635|± |0.0322|
|
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| | |acc_norm |0.6569|± |0.0094|
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| | |truthfulqa_mc1|0.3745|± |0.0169|
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| | |truthfulqa_mc2|0.5338|± |0.0160|
|
||||
| | |qem |0.6808|± |0.0128|
|
||||
|leaderboard:arc:challenge:25 | 0|acc |0.5742|± |0.0144|
|
||||
| | |acc_norm |0.5828|± |0.0144|
|
||||
|leaderboard:gsm8k:5 | 0|qem |0.6808|± |0.0128|
|
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|leaderboard:hellaswag:10 | 0|acc |0.5707|± |0.0049|
|
||||
| | |acc_norm |0.7310|± |0.0044|
|
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|leaderboard:mmlu:_average:5 | |acc |0.6662|± |0.0333|
|
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|leaderboard:mmlu:abstract_algebra:5 | 0|acc |0.3300|± |0.0473|
|
||||
|leaderboard:mmlu:anatomy:5 | 0|acc |0.6815|± |0.0402|
|
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|leaderboard:mmlu:astronomy:5 | 0|acc |0.7500|± |0.0352|
|
||||
|leaderboard:mmlu:business_ethics:5 | 0|acc |0.7000|± |0.0461|
|
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|leaderboard:mmlu:clinical_knowledge:5 | 0|acc |0.7472|± |0.0267|
|
||||
|leaderboard:mmlu:college_biology:5 | 0|acc |0.7917|± |0.0340|
|
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|leaderboard:mmlu:college_chemistry:5 | 0|acc |0.4500|± |0.0500|
|
||||
|leaderboard:mmlu:college_computer_science:5 | 0|acc |0.5200|± |0.0502|
|
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|leaderboard:mmlu:college_mathematics:5 | 0|acc |0.3900|± |0.0490|
|
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|leaderboard:mmlu:college_medicine:5 | 0|acc |0.6590|± |0.0361|
|
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|leaderboard:mmlu:college_physics:5 | 0|acc |0.4314|± |0.0493|
|
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|leaderboard:mmlu:computer_security:5 | 0|acc |0.7900|± |0.0409|
|
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|leaderboard:mmlu:conceptual_physics:5 | 0|acc |0.5872|± |0.0322|
|
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|leaderboard:mmlu:econometrics:5 | 0|acc |0.5439|± |0.0469|
|
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|leaderboard:mmlu:electrical_engineering:5 | 0|acc |0.6138|± |0.0406|
|
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|leaderboard:mmlu:elementary_mathematics:5 | 0|acc |0.4683|± |0.0257|
|
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|leaderboard:mmlu:formal_logic:5 | 0|acc |0.5317|± |0.0446|
|
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|leaderboard:mmlu:global_facts:5 | 0|acc |0.4600|± |0.0501|
|
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|leaderboard:mmlu:high_school_biology:5 | 0|acc |0.8065|± |0.0225|
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|leaderboard:mmlu:high_school_chemistry:5 | 0|acc |0.5419|± |0.0351|
|
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|leaderboard:mmlu:high_school_computer_science:5 | 0|acc |0.6800|± |0.0469|
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|leaderboard:mmlu:high_school_european_history:5 | 0|acc |0.7394|± |0.0343|
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|leaderboard:mmlu:high_school_geography:5 | 0|acc |0.8131|± |0.0278|
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|leaderboard:mmlu:high_school_government_and_politics:5| 0|acc |0.8964|± |0.0220|
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|leaderboard:mmlu:high_school_macroeconomics:5 | 0|acc |0.6769|± |0.0237|
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|leaderboard:mmlu:high_school_mathematics:5 | 0|acc |0.3259|± |0.0286|
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|leaderboard:mmlu:high_school_microeconomics:5 | 0|acc |0.7563|± |0.0279|
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|leaderboard:mmlu:high_school_physics:5 | 0|acc |0.4106|± |0.0402|
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|leaderboard:mmlu:high_school_psychology:5 | 0|acc |0.8477|± |0.0154|
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|leaderboard:mmlu:high_school_statistics:5 | 0|acc |0.4769|± |0.0341|
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|leaderboard:mmlu:high_school_us_history:5 | 0|acc |0.7892|± |0.0286|
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|leaderboard:mmlu:high_school_world_history:5 | 0|acc |0.8397|± |0.0239|
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|leaderboard:mmlu:human_aging:5 | 0|acc |0.7265|± |0.0299|
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|leaderboard:mmlu:human_sexuality:5 | 0|acc |0.7939|± |0.0355|
|
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|leaderboard:mmlu:international_law:5 | 0|acc |0.7686|± |0.0385|
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|leaderboard:mmlu:jurisprudence:5 | 0|acc |0.7593|± |0.0413|
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|leaderboard:mmlu:logical_fallacies:5 | 0|acc |0.7607|± |0.0335|
|
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|leaderboard:mmlu:machine_learning:5 | 0|acc |0.5268|± |0.0474|
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|leaderboard:mmlu:management:5 | 0|acc |0.8155|± |0.0384|
|
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|leaderboard:mmlu:marketing:5 | 0|acc |0.9060|± |0.0191|
|
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|leaderboard:mmlu:medical_genetics:5 | 0|acc |0.7900|± |0.0409|
|
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|leaderboard:mmlu:miscellaneous:5 | 0|acc |0.8238|± |0.0136|
|
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|leaderboard:mmlu:moral_disputes:5 | 0|acc |0.7399|± |0.0236|
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|leaderboard:mmlu:moral_scenarios:5 | 0|acc |0.4358|± |0.0166|
|
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|leaderboard:mmlu:nutrition:5 | 0|acc |0.7549|± |0.0246|
|
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|leaderboard:mmlu:philosophy:5 | 0|acc |0.7331|± |0.0251|
|
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|leaderboard:mmlu:prehistory:5 | 0|acc |0.7469|± |0.0242|
|
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|leaderboard:mmlu:professional_accounting:5 | 0|acc |0.5177|± |0.0298|
|
||||
|leaderboard:mmlu:professional_law:5 | 0|acc |0.4648|± |0.0127|
|
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|leaderboard:mmlu:professional_medicine:5 | 0|acc |0.7279|± |0.0270|
|
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|leaderboard:mmlu:professional_psychology:5 | 0|acc |0.6928|± |0.0187|
|
||||
|leaderboard:mmlu:public_relations:5 | 0|acc |0.6636|± |0.0453|
|
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|leaderboard:mmlu:security_studies:5 | 0|acc |0.7306|± |0.0284|
|
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|leaderboard:mmlu:sociology:5 | 0|acc |0.8557|± |0.0248|
|
||||
|leaderboard:mmlu:us_foreign_policy:5 | 0|acc |0.8600|± |0.0349|
|
||||
|leaderboard:mmlu:virology:5 | 0|acc |0.5361|± |0.0388|
|
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|leaderboard:mmlu:world_religions:5 | 0|acc |0.7953|± |0.0309|
|
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|leaderboard:truthfulqa:mc:0 | 0|truthfulqa_mc1|0.3745|± |0.0169|
|
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| | |truthfulqa_mc2|0.5338|± |0.0160|
|
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|leaderboard:winogrande:5 | 0|acc |0.6930|± |0.0130|
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```
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30
config.json
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30
config.json
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{
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"_name_or_path": "unsloth/llama-3-8b-Instruct-bnb-4bit",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"eos_token_id": 128009,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 8192,
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"mlp_bias": false,
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"model_type": "llama",
|
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"num_attention_heads": 32,
|
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"num_hidden_layers": 32,
|
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"num_key_value_heads": 8,
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"pretraining_tp": 1,
|
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"rms_norm_eps": 1e-05,
|
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"rope_scaling": null,
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"rope_theta": 500000.0,
|
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.41.1",
|
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"unsloth_version": "2024.5",
|
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"use_cache": true,
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"vocab_size": 128256
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}
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1
configuration.json
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1
configuration.json
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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
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version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:14637928a9d15e58408a7a61891aa1d13baecedf2112320f8bc7fac43efb8795
|
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size 5638914
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:534b66c16ea82ab0e937fb166d5e51f568c07eee2b202d6a3f8f203ce4c05f81
|
||||
size 5046628
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||||
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:d5e088713503f00cc00a2d8bdfa5db4c4cf95cf87d2857e35754a3d6fd5579b3
|
||||
size 57616465
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Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user