Datasets:

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giux78

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evalita-results

like 0

{ "model_dtype": "bfloat16", "model_name": "Almawave/Velvet-14B (0-shot)", "model_sha": "main" }

{ "TextualEntailment": { "acc": 67.63 }, "TextualEntailment_best": { "acc": 78.5 }, "Sentiment Analysis": { "acc": 60.49 }, "Sentiment Analysis_best": { "acc": 66.59 }, "Hate Speech": { "acc": 55.93 }, "Hate Speech_best": { "acc": 65.64 }, "Admission Test": { "acc": 42.4 }, "Admission Test_best": { "acc": 57.4 }, "Word in Context": { "acc": 37.91 }, "Word in Context_best": { "acc": 64.31 }, "FAQ": { "acc": 45.47 }, "FAQ_best": { "acc": 89.53 }, "Lexical Substitution": { "acc": 0.07 }, "Lexical Substitution_best": { "acc": 0.13 }, "Summarization": { "acc": 31.09 }, "Summarization_best": { "acc": 31.11 }, "NER": { "acc": 31.48 }, "NER_best": { "acc": 43.79 }, "REL": { "acc": 6.95 }, "REL_best": { "acc": 9.98 } }

{ "model_dtype": "bfloat16", "model_name": "Almawave/Velvet-14B (5-shot)", "model_sha": "main" }

{ "TextualEntailment": { "acc": 74.46 }, "TextualEntailment_best": { "acc": 76.75 }, "Sentiment Analysis": { "acc": 67.99 }, "Sentiment Analysis_best": { "acc": 68.93 }, "Hate Speech": { "acc": 66.35 }, "Hate Speech_best": { "acc": 68.97 }, "Admission Test": { "acc": 49.73 }, "Admission Test_best": { "acc": 61.2 }, "Word in Context": { "acc": 15.41 }, "Word in Context_best": { "acc": 37.69 }, "FAQ": { "acc": 41.73 }, "FAQ_best": { "acc": 80.55 }, "Lexical Substitution": { "acc": 9.21 }, "Lexical Substitution_best": { "acc": 9.45 }, "Summarization": { "acc": 34.26 }, "Summarization_best": { "acc": 34.88 }, "NER": { "acc": 48.95 }, "NER_best": { "acc": 48.73 }, "REL": { "acc": 13.07 }, "REL_best": { "acc": 15.1 } }

{ "model_dtype": "bfloat16", "model_name": "CohereForAI/aya-expanse-8b", "model_sha": "main" }

{ "TextualEntailment": { "acc": 60.33 }, "TextualEntailment_best": { "acc": 75 }, "Sentiment Analysis": { "acc": 60.16 }, "Sentiment Analysis_best": { "acc": 70.62 }, "Hate Speech": { "acc": 60.48 }, "Hate Speech_best": { "acc": 62.97 }, "Admission Test": { "acc": 38.53 }, "Admission Test_best": { "acc": 57.8 }, "Word in Context": { "acc": 45.95 }, "Word in Context_best": { "acc": 66.19 }, "FAQ": { "acc": 38.03 }, "FAQ_best": { "acc": 66.33 }, "Lexical Substitution": { "acc": 11.62 }, "Lexical Substitution_best": { "acc": 15.92 }, "Summarization": { "acc": 18.85 }, "Summarization_best": { "acc": 19.21 }, "NER": { "acc": 34.71 }, "NER_best": { "acc": 39 }, "REL": { "acc": 7.52 }, "REL_best": { "acc": 9.57 } }

{ "model_dtype": "bfloat16", "model_name": "FairMind/Llama-3-8B-4bit-UltraChat-Ita", "model_sha": "main" }

{ "TextualEntailment": { "acc": 58.08 }, "TextualEntailment_best": { "acc": 64.25 }, "Sentiment Analysis": { "acc": 46.01 }, "Sentiment Analysis_best": { "acc": 67.3 }, "Hate Speech": { "acc": 48.72 }, "Hate Speech_best": { "acc": 63.38 }, "Admission Test": { "acc": 33.37 }, "Admission Test_best": { "acc": 49.2 }, "Word in Context": { "acc": 66.03 }, "Word in Context_best": { "acc": 66.58 }, "FAQ": { "acc": 34.54 }, "FAQ_best": { "acc": 55.61 }, "Lexical Substitution": { "acc": 0 }, "Lexical Substitution_best": { "acc": 0 }, "Summarization": { "acc": 23.6 }, "Summarization_best": { "acc": 24.35 }, "NER": { "acc": 27.44 }, "NER_best": { "acc": 31.89 }, "REL": { "acc": 2.62 }, "REL_best": { "acc": 4.27 } }

{ "model_dtype": "bfloat16", "model_name": "MoxoffSpA/Volare", "model_sha": "main" }

{ "TextualEntailment": { "acc": 51.25 }, "TextualEntailment_best": { "acc": 55.5 }, "Sentiment Analysis": { "acc": 44.15 }, "Sentiment Analysis_best": { "acc": 58.49 }, "Hate Speech": { "acc": 43.57 }, "Hate Speech_best": { "acc": 62.7 }, "Admission Test": { "acc": 22.77 }, "Admission Test_best": { "acc": 27.4 }, "Word in Context": { "acc": 27.8 }, "Word in Context_best": { "acc": 66.4 }, "FAQ": { "acc": 27.35 }, "FAQ_best": { "acc": 28.18 }, "Lexical Substitution": { "acc": 0.02 }, "Lexical Substitution_best": { "acc": 0.04 }, "Summarization": { "acc": 23.15 }, "Summarization_best": { "acc": 23.32 }, "NER": { "acc": 21.26 }, "NER_best": { "acc": 21.57 }, "REL": { "acc": 15.95 }, "REL_best": { "acc": 20.37 } }

{ "model_dtype": "bfloat16", "model_name": "arcee-ai/Llama-3.1-SuperNova-Lite", "model_sha": "main" }

{ "TextualEntailment": { "acc": 68.54 }, "TextualEntailment_best": { "acc": 74.5 }, "Sentiment Analysis": { "acc": 63.8 }, "Sentiment Analysis_best": { "acc": 77.12 }, "Hate Speech": { "acc": 52.21 }, "Hate Speech_best": { "acc": 63.8 }, "Admission Test": { "acc": 43.63 }, "Admission Test_best": { "acc": 68.6 }, "Word in Context": { "acc": 42.88 }, "Word in Context_best": { "acc": 66.58 }, "FAQ": { "acc": 51.16 }, "FAQ_best": { "acc": 90.52 }, "Lexical Substitution": { "acc": 22.05 }, "Lexical Substitution_best": { "acc": 24.29 }, "Summarization": { "acc": 22.74 }, "Summarization_best": { "acc": 22.78 }, "NER": { "acc": 17.72 }, "NER_best": { "acc": 20.21 }, "REL": { "acc": 17.82 }, "REL_best": { "acc": 20.06 } }

{ "model_dtype": "bfloat16", "model_name": "iGeniusAI/Italia-9B-Instruct-v0.1", "model_sha": "main" }

{ "TextualEntailment": { "acc": 59.33 }, "TextualEntailment_best": { "acc": 70.25 }, "Sentiment Analysis": { "acc": 48.41 }, "Sentiment Analysis_best": { "acc": 59.26 }, "Hate Speech": { "acc": 58.9 }, "Hate Speech_best": { "acc": 63.58 }, "Admission Test": { "acc": 26.13 }, "Admission Test_best": { "acc": 30.4 }, "Word in Context": { "acc": 49.92 }, "Word in Context_best": { "acc": 66.67 }, "FAQ": { "acc": 31.26 }, "FAQ_best": { "acc": 38.9 }, "Lexical Substitution": { "acc": 0 }, "Lexical Substitution_best": { "acc": 0 }, "Summarization": { "acc": 0 }, "Summarization_best": { "acc": 0.01 }, "NER": { "acc": 15.07 }, "NER_best": { "acc": 20.82 }, "REL": { "acc": 0 }, "REL_best": { "acc": 0 } }

{ "model_dtype": "bfloat16", "model_name": "ibm-granite/granite-3.1-8b-instruct", "model_sha": "main" }

{ "TextualEntailment": { "acc": 51.08 }, "TextualEntailment_best": { "acc": 67 }, "Sentiment Analysis": { "acc": 47.82 }, "Sentiment Analysis_best": { "acc": 69.45 }, "Hate Speech": { "acc": 39.51 }, "Hate Speech_best": { "acc": 62.64 }, "Admission Test": { "acc": 41.97 }, "Admission Test_best": { "acc": 59.4 }, "Word in Context": { "acc": 42 }, "Word in Context_best": { "acc": 66.85 }, "FAQ": { "acc": 51.29 }, "FAQ_best": { "acc": 91.52 }, "Lexical Substitution": { "acc": 0.09 }, "Lexical Substitution_best": { "acc": 0.17 }, "Summarization": { "acc": 30.04 }, "Summarization_best": { "acc": 30.39 }, "NER": { "acc": 32.05 }, "NER_best": { "acc": 37.13 }, "REL": { "acc": 9.18 }, "REL_best": { "acc": 11.47 } }

{ "model_dtype": "bfloat16", "model_name": "microsoft/Phi-3.5-mini-instruct", "model_sha": "main" }

{ "TextualEntailment": { "acc": 70.04 }, "TextualEntailment_best": { "acc": 81.5 }, "Sentiment Analysis": { "acc": 43.73 }, "Sentiment Analysis_best": { "acc": 70.59 }, "Hate Speech": { "acc": 64.49 }, "Hate Speech_best": { "acc": 69.17 }, "Admission Test": { "acc": 40.67 }, "Admission Test_best": { "acc": 62.8 }, "Word in Context": { "acc": 56.97 }, "Word in Context_best": { "acc": 67.41 }, "FAQ": { "acc": 44.22 }, "FAQ_best": { "acc": 79.05 }, "Lexical Substitution": { "acc": 18.29 }, "Lexical Substitution_best": { "acc": 20.94 }, "Summarization": { "acc": 22.7 }, "Summarization_best": { "acc": 23.4 }, "NER": { "acc": 60.69 }, "NER_best": { "acc": 61.35 }, "REL": { "acc": 14.4 }, "REL_best": { "acc": 20.61 } }

{ "model_dtype": "bfloat16", "model_name": "mistralai/Mistral-7B-Instruct-v0.3", "model_sha": "main" }

{ "TextualEntailment": { "acc": 60.83 }, "TextualEntailment_best": { "acc": 71.25 }, "Sentiment Analysis": { "acc": 58.71 }, "Sentiment Analysis_best": { "acc": 66.14 }, "Hate Speech": { "acc": 55.86 }, "Hate Speech_best": { "acc": 65.39 }, "Admission Test": { "acc": 39.23 }, "Admission Test_best": { "acc": 54 }, "Word in Context": { "acc": 61.07 }, "Word in Context_best": { "acc": 66.49 }, "FAQ": { "acc": 47.63 }, "FAQ_best": { "acc": 84.79 }, "Lexical Substitution": { "acc": 6.47 }, "Lexical Substitution_best": { "acc": 10.26 }, "Summarization": { "acc": 27.28 }, "Summarization_best": { "acc": 28.43 }, "NER": { "acc": 19.27 }, "NER_best": { "acc": 19.46 }, "REL": { "acc": 20.29 }, "REL_best": { "acc": 21.83 } }

{ "model_dtype": "bfloat16", "model_name": "occiglot/occiglot-7b-it-en-instruct", "model_sha": "main" }

{ "TextualEntailment": { "acc": 49.92 }, "TextualEntailment_best": { "acc": 56 }, "Sentiment Analysis": { "acc": 51.87 }, "Sentiment Analysis_best": { "acc": 61.09 }, "Hate Speech": { "acc": 48.49 }, "Hate Speech_best": { "acc": 62.72 }, "Admission Test": { "acc": 42.8 }, "Admission Test_best": { "acc": 54 }, "Word in Context": { "acc": 42.86 }, "Word in Context_best": { "acc": 66.49 }, "FAQ": { "acc": 42.89 }, "FAQ_best": { "acc": 83.29 }, "Lexical Substitution": { "acc": 1.55 }, "Lexical Substitution_best": { "acc": 2.88 }, "Summarization": { "acc": 25.5 }, "Summarization_best": { "acc": 28.56 }, "NER": { "acc": 10.53 }, "NER_best": { "acc": 14.15 }, "REL": { "acc": 32.03 }, "REL_best": { "acc": 32.45 } }

{ "model_dtype": "bfloat16", "model_name": "sapienzanlp/Minerva-7B-instruct-v1.0", "model_sha": "main" }

{ "TextualEntailment": { "acc": 54.13 }, "TextualEntailment_best": { "acc": 56.5 }, "Sentiment Analysis": { "acc": 44.52 }, "Sentiment Analysis_best": { "acc": 59.46 }, "Hate Speech": { "acc": 39.23 }, "Hate Speech_best": { "acc": 60.48 }, "Admission Test": { "acc": 28.87 }, "Admission Test_best": { "acc": 34 }, "Word in Context": { "acc": 53.41 }, "Word in Context_best": { "acc": 66.04 }, "FAQ": { "acc": 31.05 }, "FAQ_best": { "acc": 37.66 }, "Lexical Substitution": { "acc": 0 }, "Lexical Substitution_best": { "acc": 0 }, "Summarization": { "acc": 16.22 }, "Summarization_best": { "acc": 16.36 }, "NER": { "acc": 18.31 }, "NER_best": { "acc": 19.31 }, "REL": { "acc": 17.75 }, "REL_best": { "acc": 21.38 } }

{ "model_dtype": "bfloat16", "model_name": "swap-uniba/LLaMAntino-3-ANITA-8B-Inst-DPO-ITA", "model_sha": "main" }

{ "TextualEntailment": { "acc": 58.92 }, "TextualEntailment_best": { "acc": 69.1 }, "Sentiment Analysis": { "acc": 60.95 }, "Sentiment Analysis_best": { "acc": 72.04 }, "Hate Speech": { "acc": 39.59 }, "Hate Speech_best": { "acc": 66.32 }, "Admission Test": { "acc": 40.73 }, "Admission Test_best": { "acc": 62.2 }, "Word in Context": { "acc": 52.6 }, "Word in Context_best": { "acc": 66.57 }, "FAQ": { "acc": 42.85 }, "FAQ_best": { "acc": 71.82 }, "Lexical Substitution": { "acc": 19.35 }, "Lexical Substitution_best": { "acc": 19.37 }, "Summarization": { "acc": 22.37 }, "Summarization_best": { "acc": 22.71 }, "NER": { "acc": 38.04 }, "NER_best": { "acc": 47.57 }, "REL": { "acc": 17.81 }, "REL_best": { "acc": 21.61 } }