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Matina AI 17

{ "model_dtype": "torch.float16", "model_name": "CohereForAI/aya-23-35B" }

{ "PeKA": { "acc": 0.52987 }, "khayyam_challenge": { "acc": 0.37202 }, "parsinlu_mc": { "acc": 0.42476 }, "parsinlu_nli": { "acc": 0.67364 }, "parsinlu_qqp": { "acc": 0.87578 }, "persian_ARC": { "acc": 0.7528 }, "PKBETS MCQA": { "acc": 0.53839 } }

{ "model_dtype": "torch.float16", "model_name": "CohereForAI/aya-23-8B" }

{ "PeKA": { "acc": 0.41123 }, "khayyam_challenge": { "acc": 0.31171 }, "parsinlu_mc": { "acc": 0.36857 }, "parsinlu_nli": { "acc": 0.57143 }, "parsinlu_qqp": { "acc": 0.60491 }, "persian_ARC": { "acc": 0.6172 }, "PKBETS MCQA": { "acc": 0.42733 } }

{ "model_dtype": "torch.float16", "model_name": "CohereForAI/c4ai-command-r-v01" }

{ "PeKA": { "acc": 0.52987 }, "khayyam_challenge": { "acc": 0.36316 }, "parsinlu_mc": { "acc": 0.40476 }, "parsinlu_nli": { "acc": 0.59773 }, "parsinlu_qqp": { "acc": 0.84499 }, "persian_ARC": { "acc": 0.7288 }, "PKBETS MCQA": { "acc": 0.50629 } }

{ "model_dtype": "torch.bfloat16", "model_name": "PartAI/Dorna-Llama3-8B-Instruct" }

{ "PeKA": { "acc": 0.37094 }, "khayyam_challenge": { "acc": 0.32499 }, "parsinlu_mc": { "acc": 0.38857 }, "parsinlu_nli": { "acc": 0.5798 }, "parsinlu_qqp": { "acc": 0.73225 }, "persian_ARC": { "acc": 0.612 }, "PKBETS MCQA": { "acc": 0.44338 } }

{ "model_dtype": "torch.bfloat16", "model_name": "Qwen/Qwen2-72B-Instruct" }

{ "PeKA": { "acc": 0.5257 }, "khayyam_challenge": { "acc": 0.47911 }, "parsinlu_mc": { "acc": 0.53048 }, "parsinlu_nli": { "acc": 0.77764 }, "parsinlu_qqp": { "acc": 0.82463 }, "persian_ARC": { "acc": 0.8747 }, "PKBETS MCQA": { "acc": 0.60651 } }

{ "model_dtype": "torch.bfloat16", "model_name": "Qwen/Qwen2-7B-Instruct" }

{ "PeKA": { "acc": 0.37316 }, "khayyam_challenge": { "acc": 0.37009 }, "parsinlu_mc": { "acc": 0.41714 }, "parsinlu_nli": { "acc": 0.69277 }, "parsinlu_qqp": { "acc": 0.82672 }, "persian_ARC": { "acc": 0.6549 }, "PKBETS MCQA": { "acc": 0.47809 } }

{ "model_dtype": "bfloat16", "model_name": "Qwen/Qwen2.5-14B-Instruct" }

{ "PeKA": { "acc": 0.4262 }, "khayyam_challenge": { "acc": 0.4187 }, "PKBETS MCQA": { "acc": 0.5284 }, "parsinlu_mc": { "acc": 0.48 }, "parsinlu_nli": { "acc": 0.7824 }, "parsinlu_qqp": { "acc": 0.8497 }, "persian_ARC": { "acc": 0.8223 } }

{ "model_dtype": "bfloat16", "model_name": "Qwen/Qwen2.5-14B" }

{ "PeKA": { "acc": 0.4296 }, "khayyam_challenge": { "acc": 0.416 }, "PKBETS MCQA": { "acc": 0.5228 }, "parsinlu_mc": { "acc": 0.4581 }, "parsinlu_nli": { "acc": 0.7872 }, "parsinlu_qqp": { "acc": 0.8659 }, "persian_ARC": { "acc": 0.7682 } }

{ "model_dtype": "bfloat16", "model_name": "Qwen/Qwen2.5-32B-Instruct" }

{ "PeKA": { "acc": 0.4768 }, "khayyam_challenge": { "acc": 0.492 }, "PKBETS MCQA": { "acc": 0.5883 }, "parsinlu_mc": { "acc": 0.5381 }, "parsinlu_nli": { "acc": 0.8153 }, "parsinlu_qqp": { "acc": 0.8664 }, "persian_ARC": { "acc": 0.8601 } }

{ "model_dtype": "bfloat16", "model_name": "Qwen/Qwen2.5-32B" }

{ "PeKA": { "acc": 0.4618 }, "khayyam_challenge": { "acc": 0.4724 }, "PKBETS MCQA": { "acc": 0.5518 }, "parsinlu_mc": { "acc": 0.4895 }, "parsinlu_nli": { "acc": 0.8165 }, "parsinlu_qqp": { "acc": 0.8841 }, "persian_ARC": { "acc": 0.8343 } }

{ "model_dtype": "bfloat16", "model_name": "Qwen/Qwen2.5-7B-Instruct" }

{ "PeKA": { "acc": 0.3759 }, "khayyam_challenge": { "acc": 0.3868 }, "PKBETS MCQA": { "acc": 0.4594 }, "parsinlu_mc": { "acc": 0.4152 }, "parsinlu_nli": { "acc": 0.7071 }, "parsinlu_qqp": { "acc": 0.8356 }, "persian_ARC": { "acc": 0.685 } }

{ "model_dtype": "bfloat16", "model_name": "Qwen/Qwen2.5-7B" }

{ "PeKA": { "acc": 0.3565 }, "khayyam_challenge": { "acc": 0.3581 }, "PKBETS MCQA": { "acc": 0.4377 }, "parsinlu_mc": { "acc": 0.379 }, "parsinlu_nli": { "acc": 0.6975 }, "parsinlu_qqp": { "acc": 0.833 }, "persian_ARC": { "acc": 0.6489 } }

{ "model_dtype": "torch.bfloat16", "model_name": "meta-llama/Meta-Llama-3-70B-Instruct" }

{ "PeKA": { "acc": 0.57905 }, "khayyam_challenge": { "acc": 0.45119 }, "parsinlu_mc": { "acc": 0.53905 }, "parsinlu_nli": { "acc": 0.78661 }, "parsinlu_qqp": { "acc": 0.88152 }, "persian_ARC": { "acc": 0.8601 }, "PKBETS MCQA": { "acc": 0.58525 } }

{ "model_dtype": "torch.bfloat16", "model_name": "meta-llama/Meta-Llama-3-8B-Instruct" }

{ "PeKA": { "acc": 0.41595 }, "khayyam_challenge": { "acc": 0.34925 }, "parsinlu_mc": { "acc": 0.40095 }, "parsinlu_nli": { "acc": 0.6061 }, "parsinlu_qqp": { "acc": 0.80689 }, "persian_ARC": { "acc": 0.6077 }, "PKBETS MCQA": { "acc": 0.47245 } }

{ "model_dtype": "torch.bfloat16", "model_name": "meta-llama/Meta-Llama-3-8B" }

{ "PeKA": { "acc": 0.36927 }, "khayyam_challenge": { "acc": 0.30232 }, "PKBETS MCQA": { "acc": 0.38048 }, "parsinlu_mc": { "acc": 0.34952 }, "parsinlu_nli": { "acc": 0.51166 }, "parsinlu_qqp": { "acc": 0.78862 }, "persian_ARC": { "acc": 0.5382 } }

{ "model_dtype": "torch.bfloat16", "model_name": "meta-llama/Meta-Llama-3.1-70B-Instruct" }

{ "PeKA": { "acc": 0.62378 }, "khayyam_challenge": { "acc": 0.47049 }, "parsinlu_mc": { "acc": 0.58571 }, "parsinlu_nli": { "acc": 0.78542 }, "parsinlu_qqp": { "acc": 0.88466 }, "persian_ARC": { "acc": 0.8815 }, "PKBETS MCQA": { "acc": 0.63384 } }

{ "model_dtype": "torch.bfloat16", "model_name": "meta-llama/Meta-Llama-3.1-8B-Instruct" }

{ "PeKA": { "acc": 0.44012 }, "khayyam_challenge": { "acc": 0.35695 }, "parsinlu_mc": { "acc": 0.42667 }, "parsinlu_nli": { "acc": 0.59414 }, "parsinlu_qqp": { "acc": 0.80585 }, "persian_ARC": { "acc": 0.6704 }, "PKBETS MCQA": { "acc": 0.48764 } }

{ "model_dtype": "torch.bfloat16", "model_name": "meta-llama/Meta-Llama-3.1-8B" }

{ "PeKA": { "acc": 0.36899 }, "khayyam_challenge": { "acc": 0.30559 }, "PKBETS MCQA": { "acc": 0.40781 }, "parsinlu_mc": { "acc": 0.36571 }, "parsinlu_nli": { "acc": 0.54632 }, "parsinlu_qqp": { "acc": 0.78236 }, "persian_ARC": { "acc": 0.5348 } }