File size: 14,298 Bytes
f4ea035 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 |
{
"config_general": {
"start_date": "2024-02-14T22-19-56.698691",
"start_time": 1707949197.4744818,
"end_time": 1707974222.0356438,
"total_evaluation_time_seconds": 25024.561161994934,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "09dfc839067bf44e7f52976eca8adbc17f04e1b0",
"model_dtype": "float16",
"model_memory_footprint": 25975956560,
"model_num_parameters": 12893603840,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 8,
"max_length": 2048,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"model_name": "EleutherAI/polyglot-ko-12.8b",
"job_id": 203,
"model_id": "EleutherAI/polyglot-ko-12.8b_eval_request_False_float16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "GPTNeoXForCausalLM",
"submitted_time": "2024-02-05T23:15:01Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.0.0"
},
"results": {
"all_grouped_average": 0.17980847962205354,
"all_grouped_npm": -0.15093987610503895,
"all_grouped": {
"enem_challenge": 0.06717984604618614,
"bluex": 0.05285118219749652,
"oab_exams": 0.2355353075170843,
"assin2_rte": 0.3333333333333333,
"assin2_sts": 0.019117347817184663,
"faquad_nli": 0.33515801835418463,
"sparrow_pt": 0.2154843220889051
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.06717984604618614,
"harness|bluex|bluex|None|3": 0.05285118219749652,
"harness|oab_exams|oab_exams|None|3": 0.2355353075170843,
"harness|assin2_rte|assin2_rte|None|15": 0.3333333333333333,
"harness|assin2_sts|assin2_sts|None|15": 0.019117347817184663,
"harness|faquad_nli|faquad_nli|None|15": 0.33515801835418463,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.007261374057842967,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.28317901234567905,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.1782930184569529
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.06717984604618614,
"acc,exam_id__2015": 0.06722689075630252,
"acc,exam_id__2012": 0.06896551724137931,
"acc,exam_id__2017": 0.07758620689655173,
"acc,exam_id__2009": 0.034782608695652174,
"acc,exam_id__2023": 0.0962962962962963,
"acc,exam_id__2016_2": 0.056910569105691054,
"acc,exam_id__2010": 0.042735042735042736,
"acc,exam_id__2014": 0.06422018348623854,
"acc,exam_id__2013": 0.037037037037037035,
"acc,exam_id__2022": 0.11278195488721804,
"acc,exam_id__2011": 0.07692307692307693,
"acc,exam_id__2016": 0.05785123966942149,
"main_score": 0.06717984604618614
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.05285118219749652,
"acc,exam_id__UNICAMP_2022": 0.10256410256410256,
"acc,exam_id__UNICAMP_2019": 0.08,
"acc,exam_id__UNICAMP_2023": 0.046511627906976744,
"acc,exam_id__UNICAMP_2018": 0.037037037037037035,
"acc,exam_id__UNICAMP_2020": 0.05454545454545454,
"acc,exam_id__USP_2024": 0.024390243902439025,
"acc,exam_id__UNICAMP_2021_2": 0.058823529411764705,
"acc,exam_id__USP_2022": 0.04081632653061224,
"acc,exam_id__USP_2019": 0.075,
"acc,exam_id__USP_2021": 0.07692307692307693,
"acc,exam_id__USP_2023": 0.045454545454545456,
"acc,exam_id__UNICAMP_2021_1": 0.10869565217391304,
"acc,exam_id__UNICAMP_2024": 0.0,
"acc,exam_id__USP_2020": 0.03571428571428571,
"acc,exam_id__USP_2018": 0.018518518518518517,
"main_score": 0.05285118219749652
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.2355353075170843,
"acc,exam_id__2012-06a": 0.275,
"acc,exam_id__2015-17": 0.2692307692307692,
"acc,exam_id__2012-06": 0.275,
"acc,exam_id__2014-15": 0.24358974358974358,
"acc,exam_id__2016-20": 0.2,
"acc,exam_id__2013-10": 0.2,
"acc,exam_id__2012-07": 0.175,
"acc,exam_id__2011-03": 0.2727272727272727,
"acc,exam_id__2011-05": 0.225,
"acc,exam_id__2016-19": 0.16666666666666666,
"acc,exam_id__2017-23": 0.225,
"acc,exam_id__2017-22": 0.25,
"acc,exam_id__2018-25": 0.275,
"acc,exam_id__2014-13": 0.2125,
"acc,exam_id__2017-24": 0.25,
"acc,exam_id__2010-01": 0.2823529411764706,
"acc,exam_id__2014-14": 0.2875,
"acc,exam_id__2011-04": 0.2375,
"acc,exam_id__2013-12": 0.2,
"acc,exam_id__2015-16": 0.2375,
"acc,exam_id__2016-21": 0.25,
"acc,exam_id__2013-11": 0.15,
"acc,exam_id__2012-08": 0.25,
"acc,exam_id__2016-20a": 0.2375,
"acc,exam_id__2012-09": 0.23376623376623376,
"acc,exam_id__2010-02": 0.22,
"acc,exam_id__2015-18": 0.25,
"main_score": 0.2355353075170843
},
"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": 0.019117347817184663,
"mse,all": 2.5487868464052292,
"main_score": 0.019117347817184663
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.33515801835418463,
"acc,all": 0.3353846153846154,
"main_score": 0.33515801835418463
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"f1_macro,all": 0.007261374057842967,
"acc,all": 0.032,
"main_score": 0.007261374057842967
},
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
"f1_macro,all": 0.3932038834951456,
"acc,all": 0.648,
"main_score": 0.3932038834951456
},
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
"f1_macro,all": 0.28317901234567905,
"acc,all": 0.734,
"main_score": 0.28317901234567905
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"f1_macro,all": 0.1782930184569529,
"acc,all": 0.35,
"main_score": 0.1782930184569529
}
},
"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|sparrow_pt|sparrow_emotion-2021-cortiz-por": "LM Harness task",
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por": "LM Harness task",
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": "LM Harness task",
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por": "LM Harness task"
},
"versions": {
"all": 0,
"harness|enem_challenge|enem_challenge": 1.0,
"harness|bluex|bluex": 1.0,
"harness|oab_exams|oab_exams": 1.4,
"harness|assin2_rte|assin2_rte": 1.0,
"harness|assin2_sts|assin2_sts": 1.0,
"harness|faquad_nli|faquad_nli": 1.0,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por": 1.0,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por": 1.0,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": 1.0,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por": 1.0
},
"summary_tasks": {
"harness|enem_challenge|enem_challenge|None|3": {
"sample_size": 1429,
"truncated": 1429,
"non_truncated": 0,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 2776,
"mean_seq_length": 2870.1518544436667,
"min_seq_length": 2373,
"max_seq_length": 4695,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 1.0573827851644506
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 582,
"non_truncated": 137,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 694,
"mean_seq_length": 2386.3115438108484,
"min_seq_length": 1699,
"max_seq_length": 3859,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.034770514603616
},
"harness|oab_exams|oab_exams|None|3": {
"sample_size": 2195,
"truncated": 2195,
"non_truncated": 0,
"padded": 0,
"non_padded": 2195,
"fewshots_truncated": 2728,
"mean_seq_length": 2608.0414578587697,
"min_seq_length": 2060,
"max_seq_length": 3598,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 1.7571753986332574
},
"harness|assin2_rte|assin2_rte|None|15": {
"sample_size": 2448,
"truncated": 2448,
"non_truncated": 0,
"padded": 0,
"non_padded": 2448,
"fewshots_truncated": 4993,
"mean_seq_length": 2218.7732843137255,
"min_seq_length": 2176,
"max_seq_length": 2354,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 15.0,
"mean_effective_fewshot_size": 12.960375816993464
},
"harness|assin2_sts|assin2_sts|None|15": {
"sample_size": 2448,
"truncated": 2448,
"non_truncated": 0,
"padded": 0,
"non_padded": 2448,
"fewshots_truncated": 7358,
"mean_seq_length": 2345.7732843137255,
"min_seq_length": 2303,
"max_seq_length": 2481,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 15.0,
"mean_effective_fewshot_size": 11.994281045751634
},
"harness|faquad_nli|faquad_nli|None|15": {
"sample_size": 650,
"truncated": 650,
"non_truncated": 0,
"padded": 0,
"non_padded": 650,
"fewshots_truncated": 4074,
"mean_seq_length": 2983.389230769231,
"min_seq_length": 2869,
"max_seq_length": 3245,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 15.0,
"mean_effective_fewshot_size": 8.732307692307693
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"sample_size": 500,
"truncated": 500,
"non_truncated": 0,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 5500,
"mean_seq_length": 3093.98,
"min_seq_length": 3054,
"max_seq_length": 3150,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 14.0
},
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
"sample_size": 500,
"truncated": 500,
"non_truncated": 0,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 4000,
"mean_seq_length": 2840.752,
"min_seq_length": 2797,
"max_seq_length": 2888,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 17.0
},
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
"sample_size": 500,
"truncated": 500,
"non_truncated": 0,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 3034,
"mean_seq_length": 2447.592,
"min_seq_length": 2416,
"max_seq_length": 2504,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 18.932
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"sample_size": 500,
"truncated": 500,
"non_truncated": 0,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 4047,
"mean_seq_length": 2727.966,
"min_seq_length": 2696,
"max_seq_length": 2785,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 16.906
}
},
"summary_general": {
"truncated": 11752,
"non_truncated": 137,
"padded": 0,
"non_padded": 11889,
"fewshots_truncated": 39204
}
} |