{ "config_general": { "start_date": "2024-03-05T16-51-51.121987", "start_time": 1709657512.1183443, "end_time": 1709698991.1515253, "total_evaluation_time_seconds": 41479.03318095207, "has_chat_template": true, "chat_type": "system_user_assistant", "n_gpus": 2, "accelerate_num_process": null, "model_sha": "e4b287212771ce25f782ed8636cbea2d7c5ac7e2", "model_dtype": "float16", "model_memory_footprint": 138137866240, "model_num_parameters": 68976648192, "model_is_loaded_in_4bit": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 2, "max_length": 4096, "max_ctx_length": 4064, "max_gen_toks": 32, "model_name": "meta-llama/Llama-2-70b-chat-hf", "job_id": 293, "model_id": "meta-llama/Llama-2-70b-chat-hf_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", "model_architectures": "LlamaForCausalLM", "submitted_time": "2024-02-18T11:56:04Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.6568819949823851, "all_grouped_npm": 0.4968097494880348, "all_grouped": { "enem_challenge": 0.6256123163051085, "bluex": 0.4756606397774687, "oab_exams": 0.3767653758542141, "assin2_rte": 0.851364454516761, "assin2_sts": 0.718111227933856, "faquad_nli": 0.784438775510204, "hatebr_offensive": 0.8691622862588227, "portuguese_hate_speech": 0.6713979142892004, "tweetsentbr": 0.5394249643958294 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.6256123163051085, "harness|bluex|bluex|None|3": 0.4756606397774687, "harness|oab_exams|oab_exams|None|3": 0.3767653758542141, "harness|assin2_rte|assin2_rte|None|15": 0.851364454516761, "harness|assin2_sts|assin2_sts|None|15": 0.718111227933856, "harness|faquad_nli|faquad_nli|None|15": 0.784438775510204, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8691622862588227, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6713979142892004, "harness|tweetsentbr|tweetsentbr|None|25": 0.5394249643958294 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.6256123163051085, "acc,exam_id__2023": 0.6370370370370371, "acc,exam_id__2015": 0.6470588235294118, "acc,exam_id__2009": 0.6521739130434783, "acc,exam_id__2012": 0.6120689655172413, "acc,exam_id__2017": 0.5948275862068966, "acc,exam_id__2013": 0.6388888888888888, "acc,exam_id__2016": 0.5785123966942148, "acc,exam_id__2022": 0.6390977443609023, "acc,exam_id__2011": 0.6752136752136753, "acc,exam_id__2010": 0.5897435897435898, "acc,exam_id__2014": 0.6330275229357798, "acc,exam_id__2016_2": 0.6097560975609756, "main_score": 0.6256123163051085 }, "harness|bluex|bluex|None|3": { "acc,all": 0.4756606397774687, "acc,exam_id__USP_2018": 0.3888888888888889, "acc,exam_id__USP_2024": 0.6585365853658537, "acc,exam_id__UNICAMP_2020": 0.45454545454545453, "acc,exam_id__UNICAMP_2023": 0.5348837209302325, "acc,exam_id__USP_2019": 0.55, "acc,exam_id__USP_2021": 0.36538461538461536, "acc,exam_id__USP_2022": 0.5306122448979592, "acc,exam_id__UNICAMP_2019": 0.42, "acc,exam_id__UNICAMP_2024": 0.4888888888888889, "acc,exam_id__UNICAMP_2021_2": 0.43137254901960786, "acc,exam_id__UNICAMP_2022": 0.5128205128205128, "acc,exam_id__USP_2023": 0.5681818181818182, "acc,exam_id__UNICAMP_2018": 0.37037037037037035, "acc,exam_id__UNICAMP_2021_1": 0.4782608695652174, "acc,exam_id__USP_2020": 0.48214285714285715, "main_score": 0.4756606397774687 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.3767653758542141, "acc,exam_id__2018-25": 0.4, "acc,exam_id__2012-09": 0.2857142857142857, "acc,exam_id__2015-18": 0.325, "acc,exam_id__2017-22": 0.45, "acc,exam_id__2014-14": 0.45, "acc,exam_id__2015-16": 0.3375, "acc,exam_id__2017-23": 0.375, "acc,exam_id__2012-08": 0.3, "acc,exam_id__2016-21": 0.3375, "acc,exam_id__2017-24": 0.3625, "acc,exam_id__2012-06a": 0.4625, "acc,exam_id__2011-05": 0.3625, "acc,exam_id__2015-17": 0.48717948717948717, "acc,exam_id__2012-06": 0.4, "acc,exam_id__2010-02": 0.48, "acc,exam_id__2016-20a": 0.35, "acc,exam_id__2012-07": 0.425, "acc,exam_id__2013-12": 0.425, "acc,exam_id__2011-04": 0.225, "acc,exam_id__2014-13": 0.2875, "acc,exam_id__2014-15": 0.38461538461538464, "acc,exam_id__2016-20": 0.45, "acc,exam_id__2016-19": 0.38461538461538464, "acc,exam_id__2013-10": 0.4, "acc,exam_id__2013-11": 0.3625, "acc,exam_id__2010-01": 0.32941176470588235, "acc,exam_id__2011-03": 0.32323232323232326, "main_score": 0.3767653758542141 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.851364454516761, "acc,all": 0.8517156862745098, "main_score": 0.851364454516761 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.718111227933856, "mse,all": 0.6058088235294117, "main_score": 0.718111227933856 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.784438775510204, "acc,all": 0.84, "main_score": 0.784438775510204 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8691622862588227, "acc,all": 0.8692857142857143, "main_score": 0.8691622862588227 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6713979142892004, "acc,all": 0.6839012925969448, "main_score": 0.6713979142892004 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.5394249643958294, "acc,all": 0.6407960199004975, "main_score": 0.5394249643958294 } }, "config_tasks": { "harness|enem_challenge|enem_challenge": "LM Harness task", "harness|bluex|bluex": "LM Harness task", "harness|oab_exams|oab_exams": "LM Harness task", "harness|assin2_rte|assin2_rte": "LM Harness task", "harness|assin2_sts|assin2_sts": "LM Harness task", "harness|faquad_nli|faquad_nli": "LM Harness task", "harness|hatebr_offensive|hatebr_offensive": "LM Harness task", "harness|portuguese_hate_speech|portuguese_hate_speech": "LM Harness task", "harness|tweetsentbr|tweetsentbr": "LM Harness task" }, "versions": { "all": 0, "harness|enem_challenge|enem_challenge": 1.1, "harness|bluex|bluex": 1.1, "harness|oab_exams|oab_exams": 1.5, "harness|assin2_rte|assin2_rte": 1.1, "harness|assin2_sts|assin2_sts": 1.1, "harness|faquad_nli|faquad_nli": 1.1, "harness|hatebr_offensive|hatebr_offensive": 1.0, "harness|portuguese_hate_speech|portuguese_hate_speech": 1.0, "harness|tweetsentbr|tweetsentbr": 1.0 }, "summary_tasks": { "harness|enem_challenge|enem_challenge|None|3": { "sample_size": 1429, "truncated": 0, "non_truncated": 1429, "padded": 0, "non_padded": 1429, "fewshots_truncated": 0, "mean_seq_length": 1589.9881035689293, "min_seq_length": 1337, "max_seq_length": 2629, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 3.0 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 0, "non_truncated": 719, "padded": 0, "non_padded": 719, "fewshots_truncated": 0, "mean_seq_length": 1710.7426981919332, "min_seq_length": 1344, "max_seq_length": 2470, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 3.0 }, "harness|oab_exams|oab_exams|None|3": { "sample_size": 2195, "truncated": 0, "non_truncated": 2195, "padded": 0, "non_padded": 2195, "fewshots_truncated": 0, "mean_seq_length": 1362.4145785876992, "min_seq_length": 1107, "max_seq_length": 1844, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 3.0 }, "harness|assin2_rte|assin2_rte|None|15": { "sample_size": 2448, "truncated": 0, "non_truncated": 2448, "padded": 0, "non_padded": 2448, "fewshots_truncated": 0, "mean_seq_length": 1426.9889705882354, "min_seq_length": 1404, "max_seq_length": 1493, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 15.0, "mean_effective_fewshot_size": 15.0 }, "harness|assin2_sts|assin2_sts|None|15": { "sample_size": 2448, "truncated": 0, "non_truncated": 2448, "padded": 0, "non_padded": 2448, "fewshots_truncated": 0, "mean_seq_length": 1665.9889705882354, "min_seq_length": 1643, "max_seq_length": 1732, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 15.0, "mean_effective_fewshot_size": 15.0 }, "harness|faquad_nli|faquad_nli|None|15": { "sample_size": 650, "truncated": 0, "non_truncated": 650, "padded": 0, "non_padded": 650, "fewshots_truncated": 0, "mean_seq_length": 1649.1184615384616, "min_seq_length": 1597, "max_seq_length": 1756, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 15.0, "mean_effective_fewshot_size": 15.0 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "sample_size": 1400, "truncated": 0, "non_truncated": 1400, "padded": 0, "non_padded": 1400, "fewshots_truncated": 0, "mean_seq_length": 1486.9178571428572, "min_seq_length": 1463, "max_seq_length": 1733, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "sample_size": 851, "truncated": 0, "non_truncated": 851, "padded": 0, "non_padded": 851, "fewshots_truncated": 0, "mean_seq_length": 1978.801410105758, "min_seq_length": 1944, "max_seq_length": 2022, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 }, "harness|tweetsentbr|tweetsentbr|None|25": { "sample_size": 2010, "truncated": 0, "non_truncated": 2010, "padded": 0, "non_padded": 2010, "fewshots_truncated": 0, "mean_seq_length": 1745.6845771144278, "min_seq_length": 1724, "max_seq_length": 1863, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 0, "non_truncated": 14150, "padded": 0, "non_padded": 14150, "fewshots_truncated": 0 } }