llm_pt_leaderboard_raw_results
/
TIGER-Lab
/MAmmoTH2-7B-Plus
/results_2024-05-19T20-26-03.776683.json
| { | |
| "config_general": { | |
| "start_date": "2024-05-19T20-26-03.776683", | |
| "start_time": 1716150364.6728632, | |
| "end_time": 1716153689.7027388, | |
| "total_evaluation_time_seconds": 3325.0298755168915, | |
| "has_chat_template": true, | |
| "chat_type": "user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "b02dec0b3cbf271023798c6bf5525db8f8ea46ef", | |
| "model_dtype": "bfloat16", | |
| "model_memory_footprint": 15020343296, | |
| "model_num_parameters": 7241732096, | |
| "model_is_loaded_in_4bit": null, | |
| "model_is_loaded_in_8bit": null, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:0", | |
| "batch_size": 16, | |
| "max_length": 2560, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "model_name": "TIGER-Lab/MAmmoTH2-7B-Plus", | |
| "job_id": 663, | |
| "model_id": "TIGER-Lab/MAmmoTH2-7B-Plus_eval_request_False_bfloat16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "🔶 : fine-tuned/fp on domain-specific datasets", | |
| "model_architectures": "MistralForCausalLM", | |
| "submitted_time": "2024-05-17T07:36:57Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.6409088050114586, | |
| "all_grouped_npm": 0.46242419443855276, | |
| "all_grouped": { | |
| "enem_challenge": 0.5780265920223933, | |
| "bluex": 0.48956884561891517, | |
| "oab_exams": 0.40364464692482915, | |
| "assin2_rte": 0.8843035078991233, | |
| "assin2_sts": 0.711905064393444, | |
| "faquad_nli": 0.7423468521014304, | |
| "hatebr_offensive": 0.6791294642857143, | |
| "portuguese_hate_speech": 0.6532273087132678, | |
| "tweetsentbr": 0.6260269631440111 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.5780265920223933, | |
| "harness|bluex|bluex|None|3": 0.48956884561891517, | |
| "harness|oab_exams|oab_exams|None|3": 0.40364464692482915, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.8843035078991233, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.711905064393444, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.7423468521014304, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.6791294642857143, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6532273087132678, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.6260269631440111 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.5780265920223933, | |
| "acc,exam_id__2016": 0.5041322314049587, | |
| "acc,exam_id__2013": 0.6388888888888888, | |
| "acc,exam_id__2011": 0.5897435897435898, | |
| "acc,exam_id__2009": 0.5652173913043478, | |
| "acc,exam_id__2016_2": 0.5934959349593496, | |
| "acc,exam_id__2022": 0.5864661654135338, | |
| "acc,exam_id__2014": 0.5596330275229358, | |
| "acc,exam_id__2015": 0.5546218487394958, | |
| "acc,exam_id__2017": 0.6293103448275862, | |
| "acc,exam_id__2010": 0.5982905982905983, | |
| "acc,exam_id__2012": 0.5948275862068966, | |
| "acc,exam_id__2023": 0.5333333333333333, | |
| "main_score": 0.5780265920223933 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.48956884561891517, | |
| "acc,exam_id__USP_2019": 0.35, | |
| "acc,exam_id__USP_2022": 0.5306122448979592, | |
| "acc,exam_id__UNICAMP_2023": 0.4418604651162791, | |
| "acc,exam_id__USP_2023": 0.6136363636363636, | |
| "acc,exam_id__USP_2020": 0.42857142857142855, | |
| "acc,exam_id__UNICAMP_2024": 0.5555555555555556, | |
| "acc,exam_id__USP_2021": 0.5, | |
| "acc,exam_id__UNICAMP_2021_1": 0.34782608695652173, | |
| "acc,exam_id__UNICAMP_2021_2": 0.5098039215686274, | |
| "acc,exam_id__UNICAMP_2022": 0.48717948717948717, | |
| "acc,exam_id__USP_2018": 0.5, | |
| "acc,exam_id__USP_2024": 0.6341463414634146, | |
| "acc,exam_id__UNICAMP_2019": 0.56, | |
| "acc,exam_id__UNICAMP_2020": 0.4727272727272727, | |
| "acc,exam_id__UNICAMP_2018": 0.42592592592592593, | |
| "main_score": 0.48956884561891517 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.40364464692482915, | |
| "acc,exam_id__2011-05": 0.3875, | |
| "acc,exam_id__2016-21": 0.45, | |
| "acc,exam_id__2017-22": 0.475, | |
| "acc,exam_id__2013-11": 0.3875, | |
| "acc,exam_id__2018-25": 0.4, | |
| "acc,exam_id__2012-09": 0.37662337662337664, | |
| "acc,exam_id__2014-13": 0.3, | |
| "acc,exam_id__2015-17": 0.47435897435897434, | |
| "acc,exam_id__2017-24": 0.4125, | |
| "acc,exam_id__2014-15": 0.5, | |
| "acc,exam_id__2017-23": 0.4125, | |
| "acc,exam_id__2011-03": 0.31313131313131315, | |
| "acc,exam_id__2012-07": 0.4125, | |
| "acc,exam_id__2012-08": 0.3, | |
| "acc,exam_id__2012-06a": 0.375, | |
| "acc,exam_id__2010-01": 0.35294117647058826, | |
| "acc,exam_id__2015-16": 0.375, | |
| "acc,exam_id__2016-19": 0.5, | |
| "acc,exam_id__2015-18": 0.4625, | |
| "acc,exam_id__2012-06": 0.4125, | |
| "acc,exam_id__2014-14": 0.425, | |
| "acc,exam_id__2013-10": 0.4, | |
| "acc,exam_id__2013-12": 0.45, | |
| "acc,exam_id__2016-20": 0.4625, | |
| "acc,exam_id__2011-04": 0.35, | |
| "acc,exam_id__2010-02": 0.46, | |
| "acc,exam_id__2016-20a": 0.2875, | |
| "main_score": 0.40364464692482915 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.8843035078991233, | |
| "acc,all": 0.8843954248366013, | |
| "main_score": 0.8843035078991233 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.711905064393444, | |
| "mse,all": 0.6730964052287581, | |
| "main_score": 0.711905064393444 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.7423468521014304, | |
| "acc,all": 0.8384615384615385, | |
| "main_score": 0.7423468521014304 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.6791294642857143, | |
| "acc,all": 0.7042857142857143, | |
| "main_score": 0.6791294642857143 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.6532273087132678, | |
| "acc,all": 0.7532314923619271, | |
| "main_score": 0.6532273087132678 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.6260269631440111, | |
| "acc,all": 0.6592039800995025, | |
| "main_score": 0.6260269631440111 | |
| } | |
| }, | |
| "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": 2, | |
| "non_truncated": 1427, | |
| "padded": 0, | |
| "non_padded": 1429, | |
| "fewshots_truncated": 2, | |
| "mean_seq_length": 1648.039188243527, | |
| "min_seq_length": 1382, | |
| "max_seq_length": 2646, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.998600419874038 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "sample_size": 719, | |
| "truncated": 1, | |
| "non_truncated": 718, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 1, | |
| "mean_seq_length": 1747.9262865090404, | |
| "min_seq_length": 1371, | |
| "max_seq_length": 2548, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.998609179415855 | |
| }, | |
| "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": 1393.764464692483, | |
| "min_seq_length": 1127, | |
| "max_seq_length": 1896, | |
| "max_ctx_length": 2528, | |
| "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": 1466.7455065359477, | |
| "min_seq_length": 1443, | |
| "max_seq_length": 1533, | |
| "max_ctx_length": 2528, | |
| "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": 1690.7455065359477, | |
| "min_seq_length": 1667, | |
| "max_seq_length": 1757, | |
| "max_ctx_length": 2528, | |
| "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": 1706.9876923076922, | |
| "min_seq_length": 1651, | |
| "max_seq_length": 1827, | |
| "max_ctx_length": 2528, | |
| "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": 1487.3878571428572, | |
| "min_seq_length": 1464, | |
| "max_seq_length": 1738, | |
| "max_ctx_length": 2528, | |
| "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": 1988.3360752056403, | |
| "min_seq_length": 1953, | |
| "max_seq_length": 2027, | |
| "max_ctx_length": 2528, | |
| "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": 1734.2492537313433, | |
| "min_seq_length": 1713, | |
| "max_seq_length": 1829, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 3, | |
| "non_truncated": 14147, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 3 | |
| } | |
| } |