llm_pt_leaderboard_raw_results
/
HuggingFaceTB
/SmolLM-360M-Instruct
/results_2024-07-24T17-08-31.061263.json
| { | |
| "config_general": { | |
| "start_date": "2024-07-24T17-08-31.061263", | |
| "start_time": 1721840912.9311116, | |
| "end_time": 1721847341.0989823, | |
| "total_evaluation_time_seconds": 6428.167870759964, | |
| "has_chat_template": true, | |
| "chat_type": "system_user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "61ee8dc97f5b99b609255a3b6091cbc0023c7692", | |
| "model_dtype": "bfloat16", | |
| "model_memory_footprint": 723646464, | |
| "model_num_parameters": 361821120, | |
| "model_is_loaded_in_4bit": null, | |
| "model_is_loaded_in_8bit": null, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:0", | |
| "batch_size": 1, | |
| "max_length": 2048, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "model_name": "HuggingFaceTB/SmolLM-360M-Instruct", | |
| "job_id": 946, | |
| "model_id": "HuggingFaceTB/SmolLM-360M-Instruct_eval_request_False_bfloat16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "💬 : chat (RLHF, DPO, IFT, ...)", | |
| "model_architectures": "LlamaForCausalLM", | |
| "submitted_time": "2024-07-22T15:23:16Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.21052427334469329, | |
| "all_grouped_npm": -0.21148330912467844, | |
| "all_grouped": { | |
| "enem_challenge": 0.17984604618614417, | |
| "bluex": 0.16689847009735745, | |
| "oab_exams": 0.23006833712984054, | |
| "assin2_rte": 0.3333333333333333, | |
| "assin2_sts": 0.036062757273046704, | |
| "faquad_nli": 0.13893376413570277, | |
| "hatebr_offensive": 0.3523595573670525, | |
| "portuguese_hate_speech": 0.2918717406329194, | |
| "tweetsentbr": 0.16534445394684297 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.17984604618614417, | |
| "harness|bluex|bluex|None|3": 0.16689847009735745, | |
| "harness|oab_exams|oab_exams|None|3": 0.23006833712984054, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.3333333333333333, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.036062757273046704, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.13893376413570277, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.3523595573670525, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.2918717406329194, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.16534445394684297 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.17984604618614417, | |
| "acc,exam_id__2014": 0.1926605504587156, | |
| "acc,exam_id__2015": 0.13445378151260504, | |
| "acc,exam_id__2013": 0.1574074074074074, | |
| "acc,exam_id__2009": 0.14782608695652175, | |
| "acc,exam_id__2022": 0.18796992481203006, | |
| "acc,exam_id__2017": 0.19827586206896552, | |
| "acc,exam_id__2010": 0.13675213675213677, | |
| "acc,exam_id__2012": 0.1810344827586207, | |
| "acc,exam_id__2016": 0.19834710743801653, | |
| "acc,exam_id__2011": 0.1794871794871795, | |
| "acc,exam_id__2016_2": 0.17886178861788618, | |
| "acc,exam_id__2023": 0.2518518518518518, | |
| "main_score": 0.17984604618614417 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.16689847009735745, | |
| "acc,exam_id__USP_2018": 0.14814814814814814, | |
| "acc,exam_id__USP_2021": 0.15384615384615385, | |
| "acc,exam_id__UNICAMP_2018": 0.14814814814814814, | |
| "acc,exam_id__UNICAMP_2020": 0.14545454545454545, | |
| "acc,exam_id__UNICAMP_2022": 0.20512820512820512, | |
| "acc,exam_id__UNICAMP_2024": 0.15555555555555556, | |
| "acc,exam_id__USP_2019": 0.225, | |
| "acc,exam_id__USP_2022": 0.22448979591836735, | |
| "acc,exam_id__USP_2023": 0.045454545454545456, | |
| "acc,exam_id__UNICAMP_2021_2": 0.11764705882352941, | |
| "acc,exam_id__UNICAMP_2023": 0.3023255813953488, | |
| "acc,exam_id__USP_2024": 0.07317073170731707, | |
| "acc,exam_id__USP_2020": 0.17857142857142858, | |
| "acc,exam_id__UNICAMP_2021_1": 0.2608695652173913, | |
| "acc,exam_id__UNICAMP_2019": 0.14, | |
| "main_score": 0.16689847009735745 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.23006833712984054, | |
| "acc,exam_id__2016-21": 0.2125, | |
| "acc,exam_id__2018-25": 0.2875, | |
| "acc,exam_id__2017-22": 0.25, | |
| "acc,exam_id__2012-08": 0.225, | |
| "acc,exam_id__2017-23": 0.2125, | |
| "acc,exam_id__2013-12": 0.175, | |
| "acc,exam_id__2011-05": 0.2375, | |
| "acc,exam_id__2016-20": 0.225, | |
| "acc,exam_id__2014-15": 0.21794871794871795, | |
| "acc,exam_id__2012-06a": 0.2375, | |
| "acc,exam_id__2016-20a": 0.3, | |
| "acc,exam_id__2014-13": 0.2375, | |
| "acc,exam_id__2013-10": 0.2125, | |
| "acc,exam_id__2012-09": 0.23376623376623376, | |
| "acc,exam_id__2015-16": 0.2375, | |
| "acc,exam_id__2011-03": 0.24242424242424243, | |
| "acc,exam_id__2013-11": 0.1625, | |
| "acc,exam_id__2016-19": 0.19230769230769232, | |
| "acc,exam_id__2014-14": 0.2625, | |
| "acc,exam_id__2010-01": 0.25882352941176473, | |
| "acc,exam_id__2012-07": 0.1375, | |
| "acc,exam_id__2017-24": 0.225, | |
| "acc,exam_id__2015-18": 0.25, | |
| "acc,exam_id__2011-04": 0.25, | |
| "acc,exam_id__2012-06": 0.2375, | |
| "acc,exam_id__2010-02": 0.24, | |
| "acc,exam_id__2015-17": 0.24358974358974358, | |
| "main_score": 0.23006833712984054 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.3333333333333333, | |
| "acc,all": 0.5, | |
| "main_score": 0.3333333333333333 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.036062757273046704, | |
| "mse,all": 2.5509232026143787, | |
| "main_score": 0.036062757273046704 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.13893376413570277, | |
| "acc,all": 0.13230769230769232, | |
| "main_score": 0.13893376413570277 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.3523595573670525, | |
| "acc,all": 0.3407142857142857, | |
| "main_score": 0.3523595573670525 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.2918717406329194, | |
| "acc,all": 0.20681551116333724, | |
| "main_score": 0.2918717406329194 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.16534445394684297, | |
| "acc,all": 0.2975124378109453, | |
| "main_score": 0.16534445394684297 | |
| } | |
| }, | |
| "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": 162, | |
| "non_truncated": 1267, | |
| "padded": 0, | |
| "non_padded": 1429, | |
| "fewshots_truncated": 170, | |
| "mean_seq_length": 1803.6703988803358, | |
| "min_seq_length": 1508, | |
| "max_seq_length": 2796, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.881035689293212 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "sample_size": 719, | |
| "truncated": 205, | |
| "non_truncated": 514, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 267, | |
| "mean_seq_length": 1882.730180806676, | |
| "min_seq_length": 1479, | |
| "max_seq_length": 2749, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.6286509040333796 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "sample_size": 2195, | |
| "truncated": 2, | |
| "non_truncated": 2193, | |
| "padded": 0, | |
| "non_padded": 2195, | |
| "fewshots_truncated": 2, | |
| "mean_seq_length": 1567.8610478359908, | |
| "min_seq_length": 1267, | |
| "max_seq_length": 2116, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.9990888382687926 | |
| }, | |
| "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": 1618.1425653594772, | |
| "min_seq_length": 1593, | |
| "max_seq_length": 1692, | |
| "max_ctx_length": 2016, | |
| "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": 1844.1425653594772, | |
| "min_seq_length": 1819, | |
| "max_seq_length": 1918, | |
| "max_ctx_length": 2016, | |
| "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": 1875.5692307692307, | |
| "min_seq_length": 1815, | |
| "max_seq_length": 2009, | |
| "max_ctx_length": 2016, | |
| "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": 1568.8021428571428, | |
| "min_seq_length": 1543, | |
| "max_seq_length": 1844, | |
| "max_ctx_length": 2016, | |
| "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": 851, | |
| "non_truncated": 0, | |
| "padded": 0, | |
| "non_padded": 851, | |
| "fewshots_truncated": 1689, | |
| "mean_seq_length": 2138.0317273795536, | |
| "min_seq_length": 2101, | |
| "max_seq_length": 2172, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 23.015276145710928 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "sample_size": 2010, | |
| "truncated": 0, | |
| "non_truncated": 2010, | |
| "padded": 0, | |
| "non_padded": 2010, | |
| "fewshots_truncated": 0, | |
| "mean_seq_length": 1809.4268656716417, | |
| "min_seq_length": 1788, | |
| "max_seq_length": 1870, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 1220, | |
| "non_truncated": 12930, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 2128 | |
| } | |
| } |