| { | |
| "average_CPS": 49.301524, | |
| "config": { | |
| "model_name": "CohereForAI/aya-expanse-8b", | |
| "num_fewshot": "5", | |
| "batch_size": 1, | |
| "model": "CohereForAI/aya-expanse-8b", | |
| "base_model": "CohereForCausalLM", | |
| "revision": "554c52e22d0f713bab9d3e360734d25cd15dda16", | |
| "multimodal": false, | |
| "submitted_time": "2024-10-23 06:34:13+00:00", | |
| "num_params_billion": 8.028033024, | |
| "language": "en_fr_de_es_it_pt_ja_ko_zh_ar_el_fa_pl_id_cs_he_hi_nl_ro_ru_tr_uk_vi" | |
| }, | |
| "tasks": { | |
| "admission-test": { | |
| "prompts": [ | |
| { | |
| "prompt": "prompt-1", | |
| "metric": "acc", | |
| "value": 37.4, | |
| "stderr": 0.0217 | |
| }, | |
| { | |
| "prompt": "prompt-2", | |
| "metric": "acc", | |
| "value": 37.6, | |
| "stderr": 0.0217 | |
| }, | |
| { | |
| "prompt": "prompt-3", | |
| "metric": "acc", | |
| "value": 62.8, | |
| "stderr": 0.0216 | |
| }, | |
| { | |
| "prompt": "prompt-4", | |
| "metric": "acc", | |
| "value": 63.4, | |
| "stderr": 0.0216 | |
| }, | |
| { | |
| "prompt": "prompt-5", | |
| "metric": "acc", | |
| "value": 38.6, | |
| "stderr": 0.0218 | |
| }, | |
| { | |
| "prompt": "prompt-6", | |
| "metric": "acc", | |
| "value": 37.8, | |
| "stderr": 0.0217 | |
| } | |
| ], | |
| "average_accuracy": 46.26666666666667, | |
| "best_prompt": 63.4, | |
| "prompt_id": "prompt-4", | |
| "CPS": 52.537466666666674, | |
| "std_accuracy": 13.046787599507653 | |
| }, | |
| "faq": { | |
| "prompts": [ | |
| { | |
| "prompt": "prompt-1", | |
| "metric": "acc", | |
| "value": 31.669999999999998, | |
| "stderr": 0.0233 | |
| }, | |
| { | |
| "prompt": "prompt-2", | |
| "metric": "acc", | |
| "value": 31.169999999999998, | |
| "stderr": 0.0232 | |
| }, | |
| { | |
| "prompt": "prompt-3", | |
| "metric": "acc", | |
| "value": 92.02, | |
| "stderr": 0.0135 | |
| }, | |
| { | |
| "prompt": "prompt-4", | |
| "metric": "acc", | |
| "value": 94.01, | |
| "stderr": 0.0119 | |
| }, | |
| { | |
| "prompt": "prompt-5", | |
| "metric": "acc", | |
| "value": 31.169999999999998, | |
| "stderr": 0.0232 | |
| }, | |
| { | |
| "prompt": "prompt-6", | |
| "metric": "acc", | |
| "value": 31.169999999999998, | |
| "stderr": 0.0232 | |
| } | |
| ], | |
| "average_accuracy": 51.86833333333334, | |
| "best_prompt": 94.01, | |
| "prompt_id": "prompt-4", | |
| "CPS": 54.39261916666667, | |
| "std_accuracy": 31.878871006776052 | |
| }, | |
| "hate-speech-detection": { | |
| "prompts": [ | |
| { | |
| "prompt": "prompt-1", | |
| "metric": "f1", | |
| "value": 61.919999999999995, | |
| "stderr": 0.0136 | |
| }, | |
| { | |
| "prompt": "prompt-2", | |
| "metric": "f1", | |
| "value": 66.52, | |
| "stderr": 0.0126 | |
| }, | |
| { | |
| "prompt": "prompt-3", | |
| "metric": "f1", | |
| "value": 70.95, | |
| "stderr": 0.0116 | |
| }, | |
| { | |
| "prompt": "prompt-4", | |
| "metric": "f1", | |
| "value": 72.71, | |
| "stderr": 0.0115 | |
| }, | |
| { | |
| "prompt": "prompt-5", | |
| "metric": "f1", | |
| "value": 61.83, | |
| "stderr": 0.0136 | |
| }, | |
| { | |
| "prompt": "prompt-6", | |
| "metric": "f1", | |
| "value": 61.06, | |
| "stderr": 0.0136 | |
| } | |
| ], | |
| "average_accuracy": 65.83166666666666, | |
| "best_prompt": 72.71, | |
| "prompt_id": "prompt-4", | |
| "CPS": 67.70876383333334, | |
| "std_accuracy": 5.06094622246341 | |
| }, | |
| "lexical-substitution": { | |
| "prompts": [ | |
| { | |
| "prompt": "prompt-1", | |
| "metric": "f1", | |
| "value": 20.14, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-2", | |
| "metric": "f1", | |
| "value": 20.599999999999998, | |
| "stderr": null | |
| } | |
| ], | |
| "average_accuracy": 20.369999999999997, | |
| "best_prompt": 20.599999999999998, | |
| "prompt_id": "prompt-2", | |
| "CPS": 20.552619999999997, | |
| "std_accuracy": 0.32526911934580993 | |
| }, | |
| "evalita NER": { | |
| "prompts": [ | |
| { | |
| "prompt": "prompt-1", | |
| "metric": "acc", | |
| "value": 35.57788293746971, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-2", | |
| "metric": "acc", | |
| "value": 35.76877120698013, | |
| "stderr": null | |
| } | |
| ], | |
| "average_accuracy": 35.67332707222492, | |
| "best_prompt": 35.76877120698013, | |
| "prompt_id": "prompt-2", | |
| "CPS": 35.734632012789056, | |
| "std_accuracy": 0.13497838981978103 | |
| }, | |
| "relation-extraction": { | |
| "prompts": [ | |
| { | |
| "prompt": "prompt-1", | |
| "metric": "f1", | |
| "value": 36.559999999999995, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-2", | |
| "metric": "f1", | |
| "value": 36.559999999999995, | |
| "stderr": null | |
| } | |
| ], | |
| "average_accuracy": 36.559999999999995, | |
| "best_prompt": 36.559999999999995, | |
| "prompt_id": "prompt-1", | |
| "CPS": 36.559999999999995, | |
| "std_accuracy": 0.0 | |
| }, | |
| "sentiment-analysis": { | |
| "prompts": [ | |
| { | |
| "prompt": "prompt-1", | |
| "metric": "f1", | |
| "value": 71.67999999999999, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-2", | |
| "metric": "f1", | |
| "value": 70.12, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-3", | |
| "metric": "f1", | |
| "value": 71.36, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-4", | |
| "metric": "f1", | |
| "value": 72.36, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-5", | |
| "metric": "f1", | |
| "value": 73.3, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-6", | |
| "metric": "f1", | |
| "value": 72.59, | |
| "stderr": null | |
| } | |
| ], | |
| "average_accuracy": 71.90166666666669, | |
| "best_prompt": 73.3, | |
| "prompt_id": "prompt-5", | |
| "CPS": 72.27502166666667, | |
| "std_accuracy": 1.1096020307599763 | |
| }, | |
| "summarization-fanpage": { | |
| "prompts": [ | |
| { | |
| "prompt": "prompt-1", | |
| "metric": "rouge1", | |
| "value": 18.33, | |
| "stderr": 0.0063 | |
| }, | |
| { | |
| "prompt": "prompt-2", | |
| "metric": "rouge1", | |
| "value": 18.22, | |
| "stderr": 0.0061 | |
| } | |
| ], | |
| "average_accuracy": 18.275, | |
| "best_prompt": 18.33, | |
| "prompt_id": "prompt-1", | |
| "CPS": 18.319918499999996, | |
| "std_accuracy": 0.07778174593051983 | |
| }, | |
| "text-entailment": { | |
| "prompts": [ | |
| { | |
| "prompt": "prompt-1", | |
| "metric": "acc", | |
| "value": 75.25, | |
| "stderr": 0.0216 | |
| }, | |
| { | |
| "prompt": "prompt-2", | |
| "metric": "acc", | |
| "value": 76.25, | |
| "stderr": 0.0213 | |
| }, | |
| { | |
| "prompt": "prompt-3", | |
| "metric": "acc", | |
| "value": 74.25, | |
| "stderr": 0.0219 | |
| }, | |
| { | |
| "prompt": "prompt-4", | |
| "metric": "acc", | |
| "value": 72.5, | |
| "stderr": 0.0224 | |
| }, | |
| { | |
| "prompt": "prompt-5", | |
| "metric": "acc", | |
| "value": 67.75, | |
| "stderr": 0.0234 | |
| }, | |
| { | |
| "prompt": "prompt-6", | |
| "metric": "acc", | |
| "value": 65.25, | |
| "stderr": 0.0238 | |
| } | |
| ], | |
| "average_accuracy": 71.875, | |
| "best_prompt": 76.25, | |
| "prompt_id": "prompt-2", | |
| "CPS": 72.9140625, | |
| "std_accuracy": 4.415172703303915 | |
| }, | |
| "word-in-context": { | |
| "prompts": [ | |
| { | |
| "prompt": "prompt-1", | |
| "metric": "f1", | |
| "value": 58.75, | |
| "stderr": 0.0272 | |
| }, | |
| { | |
| "prompt": "prompt-2", | |
| "metric": "f1", | |
| "value": 58.46, | |
| "stderr": 0.0269 | |
| }, | |
| { | |
| "prompt": "prompt-3", | |
| "metric": "f1", | |
| "value": 66.97999999999999, | |
| "stderr": 0.0213 | |
| }, | |
| { | |
| "prompt": "prompt-4", | |
| "metric": "f1", | |
| "value": 55.16, | |
| "stderr": 0.0276 | |
| }, | |
| { | |
| "prompt": "prompt-5", | |
| "metric": "f1", | |
| "value": 57.589999999999996, | |
| "stderr": 0.0262 | |
| }, | |
| { | |
| "prompt": "prompt-6", | |
| "metric": "f1", | |
| "value": 60.51, | |
| "stderr": 0.0245 | |
| } | |
| ], | |
| "average_accuracy": 59.574999999999996, | |
| "best_prompt": 66.97999999999999, | |
| "prompt_id": "prompt-3", | |
| "CPS": 62.02013099999999, | |
| "std_accuracy": 4.026525797756669 | |
| }, | |
| "MAIA-MC": { | |
| "prompts": [ | |
| { | |
| "prompt": "prompt-1", | |
| "metric": "acc", | |
| "value": null, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-2", | |
| "metric": "acc", | |
| "value": null, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-3", | |
| "metric": "acc", | |
| "value": null, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-4", | |
| "metric": "acc", | |
| "value": null, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-5", | |
| "metric": "acc", | |
| "value": null, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-6", | |
| "metric": "acc", | |
| "value": null, | |
| "stderr": null | |
| } | |
| ], | |
| "average_accuracy": null, | |
| "best_prompt": null, | |
| "prompt_id": null, | |
| "CPS": null, | |
| "std_accuracy": null | |
| }, | |
| "MAIA-GEN": { | |
| "prompts": [ | |
| { | |
| "prompt": "prompt-1", | |
| "metric": "rouge1", | |
| "value": null, | |
| "stderr": null | |
| }, | |
| { | |
| "prompt": "prompt-2", | |
| "metric": "rouge1", | |
| "value": null, | |
| "stderr": null | |
| } | |
| ], | |
| "average_accuracy": null, | |
| "best_prompt": null, | |
| "prompt_id": null, | |
| "CPS": null, | |
| "std_accuracy": null | |
| } | |
| } | |
| } |