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Matina AI 20

{ "model_dtype": "torch.bfloat16", "model_name": "CohereForAI/aya-23-35B" }

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{ "model_dtype": "torch.bfloat16", "model_name": "CohereForAI/aya-23-8B" }

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{ "model_dtype": "torch.bfloat16", "model_name": "CohereForAI/c4ai-command-r-v01" }

{ "history": { "acc": 0.4833 }, "literature": { "acc": 0.3467 }, "religion": { "acc": 0.5428999999999999 }, "knowledge": { "acc": 0.6767 }, "geography": { "acc": 0.6667000000000001 }, "nature": { "acc": 0.5333 }, "art": { "acc": 0.4733 }, "music": { "acc": 0.5633 }, "tv": { "acc": 0.29 }, "cinema": { "acc": 0.4733 }, "food": { "acc": 0.6923 }, "sports": { "acc": 0.5633 }, "persian_language": { "acc": 0.4775 }, "respecting_rights": { "acc": 0.5667 }, "text_generation": { "acc": 0.5273 }, "bias": { "acc": 0.45289999999999997 }, "emotion_analysis": { "acc": 0.524 }, "medicine": { "acc": 0.425 }, "paraphrase": { "acc": 0.58 }, "recommendation": { "acc": 0.5832999999999999 }, "style_transfer": { "acc": 0.62 }, "toxicity": { "acc": 0.5221 }, "encyclopedic_knowledge": { "acc": 0.495 }, "law": { "acc": 0.519 }, "metaphor": { "acc": 0.3 }, "irony": { "acc": 0.55 }, "empathy_intimacy_trust": { "acc": 0.8103 } }

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

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

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

{ "history": { "acc": 0.3967 }, "literature": { "acc": 0.31 }, "religion": { "acc": 0.5143 }, "knowledge": { "acc": 0.51 }, "geography": { "acc": 0.5867 }, "nature": { "acc": 0.37329999999999997 }, "art": { "acc": 0.36 }, "music": { "acc": 0.4133 }, "tv": { "acc": 0.21 }, "cinema": { "acc": 0.37 }, "food": { "acc": 0.5485 }, "sports": { "acc": 0.4133 }, "persian_language": { "acc": 0.65 }, "respecting_rights": { "acc": 0.4167 }, "text_generation": { "acc": 0.49090000000000006 }, "bias": { "acc": 0.5412 }, "emotion_analysis": { "acc": 0.544 }, "medicine": { "acc": 0.46880000000000005 }, "paraphrase": { "acc": 0.54 }, "recommendation": { "acc": 0.47619999999999996 }, "style_transfer": { "acc": 0.54 }, "toxicity": { "acc": 0.4425 }, "encyclopedic_knowledge": { "acc": 0.425 }, "law": { "acc": 0.5 }, "metaphor": { "acc": 0.3667 }, "irony": { "acc": 0.55 }, "empathy_intimacy_trust": { "acc": 0.7759 } }

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

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{ "model_dtype": "torch.bfloat16", "model_name": "Qwen/Qwen2.5-72B-Instruct" }

{ "history": { "acc": 0.7365999999999999 }, "literature": { "acc": 0.5333 }, "religion": { "acc": 0.5714 }, "knowledge": { "acc": 0.6856 }, "geography": { "acc": 0.6233 }, "nature": { "acc": 0.5233 }, "art": { "acc": 0.6466 }, "music": { "acc": 0.35 }, "tv": { "acc": 0.2433 }, "cinema": { "acc": 0.5 }, "food": { "acc": 0.44 }, "sports": { "acc": 0.5733 }, "persian_language": { "acc": 0.7525 }, "respecting_rights": { "acc": 0.7333 }, "text_generation": { "acc": 0.6545000000000001 }, "bias": { "acc": 0.5764 }, "emotion_analysis": { "acc": 0.5539999999999999 }, "medicine": { "acc": 0.5437 }, "paraphrase": { "acc": 0.8 }, "recommendation": { "acc": 0.6904 }, "style_transfer": { "acc": 0.74 }, "toxicity": { "acc": 0.4867 }, "encyclopedic_knowledge": { "acc": 0.575 }, "law": { "acc": 0.5333 }, "metaphor": { "acc": 0.5166 }, "irony": { "acc": 0.58 }, "empathy_intimacy_trust": { "acc": 0.8275 } }

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

{ "history": { "acc": 0.37 }, "literature": { "acc": 0.2833 }, "religion": { "acc": 0.4857 }, "knowledge": { "acc": 0.495 }, "geography": { "acc": 0.4033 }, "nature": { "acc": 0.3533 }, "art": { "acc": 0.3433 }, "music": { "acc": 0.42 }, "tv": { "acc": 0.21 }, "cinema": { "acc": 0.32 }, "food": { "acc": 0.495 }, "sports": { "acc": 0.42 }, "persian_language": { "acc": 0.5625 }, "respecting_rights": { "acc": 0.4167 }, "text_generation": { "acc": 0.4182 }, "bias": { "acc": 0.4118 }, "emotion_analysis": { "acc": 0.442 }, "medicine": { "acc": 0.35619999999999996 }, "paraphrase": { "acc": 0.54 }, "recommendation": { "acc": 0.4167 }, "style_transfer": { "acc": 0.64 }, "toxicity": { "acc": 0.4425 }, "encyclopedic_knowledge": { "acc": 0.295 }, "law": { "acc": 0.4524 }, "metaphor": { "acc": 0.2833 }, "irony": { "acc": 0.56 }, "empathy_intimacy_trust": { "acc": 0.6897 } }

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

{ "history": { "acc": 0.5167 }, "literature": { "acc": 0.37329999999999997 }, "religion": { "acc": 0.6286 }, "knowledge": { "acc": 0.7232999999999999 }, "geography": { "acc": 0.7967 }, "nature": { "acc": 0.58 }, "art": { "acc": 0.48 }, "music": { "acc": 0.5832999999999999 }, "tv": { "acc": 0.31 }, "cinema": { "acc": 0.49329999999999996 }, "food": { "acc": 0.7090000000000001 }, "sports": { "acc": 0.5832999999999999 }, "persian_language": { "acc": 0.6525 }, "respecting_rights": { "acc": 0.6 }, "text_generation": { "acc": 0.6182 }, "bias": { "acc": 0.4412 }, "emotion_analysis": { "acc": 0.5760000000000001 }, "medicine": { "acc": 0.525 }, "paraphrase": { "acc": 0.76 }, "recommendation": { "acc": 0.6905 }, "style_transfer": { "acc": 0.6 }, "toxicity": { "acc": 0.5487 }, "encyclopedic_knowledge": { "acc": 0.61 }, "law": { "acc": 0.5238 }, "metaphor": { "acc": 0.3833 }, "irony": { "acc": 0.6 }, "empathy_intimacy_trust": { "acc": 0.7931 } }

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

{ "history": { "acc": 0.37329999999999997 }, "literature": { "acc": 0.3233 }, "religion": { "acc": 0.4571 }, "knowledge": { "acc": 0.52 }, "geography": { "acc": 0.5267000000000001 }, "nature": { "acc": 0.4 }, "art": { "acc": 0.36329999999999996 }, "music": { "acc": 0.4067 }, "tv": { "acc": 0.27 }, "cinema": { "acc": 0.32 }, "food": { "acc": 0.5619 }, "sports": { "acc": 0.4067 }, "persian_language": { "acc": 0.445 }, "respecting_rights": { "acc": 0.4 }, "text_generation": { "acc": 0.5091 }, "bias": { "acc": 0.45289999999999997 }, "emotion_analysis": { "acc": 0.498 }, "medicine": { "acc": 0.375 }, "paraphrase": { "acc": 0.76 }, "recommendation": { "acc": 0.5476 }, "style_transfer": { "acc": 0.62 }, "toxicity": { "acc": 0.3097 }, "encyclopedic_knowledge": { "acc": 0.435 }, "law": { "acc": 0.48100000000000004 }, "metaphor": { "acc": 0.2833 }, "irony": { "acc": 0.56 }, "empathy_intimacy_trust": { "acc": 0.7931 } }

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

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

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{ "model_dtype": "torch.bfloat16", "model_name": "openai/gpt-4o-mini" }

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{ "model_dtype": "torch.bfloat16", "model_name": "openai/gpt-4o" }

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