File size: 14,280 Bytes
d63bc64 |
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": "2024-02-07T21-28-38.760468",
"start_time": 1707341319.4602227,
"end_time": 1707345475.8891997,
"total_evaluation_time_seconds": 4156.428977012634,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "0ac35845ee873b296669458a7f392d3f31d0f9b0",
"model_dtype": "float16",
"model_memory_footprint": 261462552,
"model_num_parameters": 124439808,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:1",
"batch_size": 128,
"max_length": 1024,
"max_ctx_length": 992,
"max_gen_toks": 32,
"model_name": "pucpr/gpt2-bio-pt",
"job_id": 89,
"model_id": "pucpr/gpt2-bio-pt_eval_request_False_float16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🆎 : language adapted models (FP, FT, ...)",
"model_architectures": "GPT2LMHeadModel",
"submitted_time": "2024-02-05T23:13:45Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.0.0"
},
"results": {
"all_grouped_average": 0.1558746242558254,
"all_grouped_npm": -0.21290403861056792,
"all_grouped": {
"enem_challenge": 0.18894331700489853,
"bluex": 0.14881780250347706,
"oab_exams": 0.21366742596810934,
"assin2_rte": 0.22210105416212286,
"assin2_sts": 0.012461962425822393,
"faquad_nli": 0.08917890157694398,
"sparrow_pt": 0.21595190614940385
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.18894331700489853,
"harness|bluex|bluex|None|3": 0.14881780250347706,
"harness|oab_exams|oab_exams|None|3": 0.21366742596810934,
"harness|assin2_rte|assin2_rte|None|15": 0.22210105416212286,
"harness|assin2_sts|assin2_sts|None|15": 0.012461962425822393,
"harness|faquad_nli|faquad_nli|None|15": 0.08917890157694398,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.006870818322182191,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.2916260978544716,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.172106824925816
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.18894331700489853,
"acc,exam_id__2010": 0.1623931623931624,
"acc,exam_id__2016_2": 0.18699186991869918,
"acc,exam_id__2014": 0.2018348623853211,
"acc,exam_id__2009": 0.16521739130434782,
"acc,exam_id__2016": 0.19008264462809918,
"acc,exam_id__2013": 0.16666666666666666,
"acc,exam_id__2015": 0.14285714285714285,
"acc,exam_id__2011": 0.21367521367521367,
"acc,exam_id__2022": 0.19548872180451127,
"acc,exam_id__2023": 0.2518518518518518,
"acc,exam_id__2012": 0.1810344827586207,
"acc,exam_id__2017": 0.19827586206896552,
"main_score": 0.18894331700489853
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.14881780250347706,
"acc,exam_id__UNICAMP_2021_1": 0.2391304347826087,
"acc,exam_id__USP_2021": 0.21153846153846154,
"acc,exam_id__USP_2024": 0.07317073170731707,
"acc,exam_id__UNICAMP_2021_2": 0.0784313725490196,
"acc,exam_id__UNICAMP_2023": 0.27906976744186046,
"acc,exam_id__UNICAMP_2024": 0.15555555555555556,
"acc,exam_id__USP_2019": 0.25,
"acc,exam_id__UNICAMP_2018": 0.1111111111111111,
"acc,exam_id__UNICAMP_2020": 0.14545454545454545,
"acc,exam_id__USP_2020": 0.14285714285714285,
"acc,exam_id__USP_2018": 0.09259259259259259,
"acc,exam_id__UNICAMP_2022": 0.1282051282051282,
"acc,exam_id__USP_2023": 0.09090909090909091,
"acc,exam_id__UNICAMP_2019": 0.16,
"acc,exam_id__USP_2022": 0.10204081632653061,
"main_score": 0.14881780250347706
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.21366742596810934,
"acc,exam_id__2010-01": 0.2235294117647059,
"acc,exam_id__2014-14": 0.2125,
"acc,exam_id__2011-04": 0.2375,
"acc,exam_id__2011-03": 0.21212121212121213,
"acc,exam_id__2012-08": 0.2,
"acc,exam_id__2016-19": 0.16666666666666666,
"acc,exam_id__2013-12": 0.175,
"acc,exam_id__2018-25": 0.2875,
"acc,exam_id__2015-16": 0.2125,
"acc,exam_id__2016-21": 0.2,
"acc,exam_id__2013-11": 0.175,
"acc,exam_id__2013-10": 0.1625,
"acc,exam_id__2014-13": 0.225,
"acc,exam_id__2012-06a": 0.225,
"acc,exam_id__2012-09": 0.23376623376623376,
"acc,exam_id__2014-15": 0.19230769230769232,
"acc,exam_id__2017-24": 0.2125,
"acc,exam_id__2012-07": 0.15,
"acc,exam_id__2017-23": 0.2125,
"acc,exam_id__2011-05": 0.2,
"acc,exam_id__2017-22": 0.2375,
"acc,exam_id__2016-20": 0.225,
"acc,exam_id__2016-20a": 0.25,
"acc,exam_id__2015-18": 0.275,
"acc,exam_id__2015-17": 0.24358974358974358,
"acc,exam_id__2012-06": 0.225,
"acc,exam_id__2010-02": 0.2,
"main_score": 0.21366742596810934
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.22210105416212286,
"acc,all": 0.4991830065359477,
"main_score": 0.22210105416212286
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.012461962425822393,
"mse,all": 2.669200512095605,
"main_score": 0.012461962425822393
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.08917890157694398,
"acc,all": 0.12615384615384614,
"main_score": 0.08917890157694398
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"f1_macro,all": 0.006870818322182191,
"acc,all": 0.022,
"main_score": 0.006870818322182191
},
"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": 0.2916260978544716,
"acc,all": 0.738,
"main_score": 0.2916260978544716
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"f1_macro,all": 0.172106824925816,
"acc,all": 0.348,
"main_score": 0.172106824925816
}
},
"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": 1279,
"non_truncated": 150,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 1456,
"mean_seq_length": 1107.7627711686494,
"min_seq_length": 930,
"max_seq_length": 2392,
"max_ctx_length": 992,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 1.98110566829951
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 677,
"non_truncated": 42,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 761,
"mean_seq_length": 1230.6369958275382,
"min_seq_length": 950,
"max_seq_length": 1921,
"max_ctx_length": 992,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 1.9415855354659248
},
"harness|oab_exams|oab_exams|None|3": {
"sample_size": 2195,
"truncated": 207,
"non_truncated": 1988,
"padded": 0,
"non_padded": 2195,
"fewshots_truncated": 207,
"mean_seq_length": 887.9448747152619,
"min_seq_length": 718,
"max_seq_length": 1161,
"max_ctx_length": 992,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9056947608200456
},
"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": 859.2075163398692,
"min_seq_length": 845,
"max_seq_length": 897,
"max_ctx_length": 992,
"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": 2448,
"non_truncated": 0,
"padded": 0,
"non_padded": 2448,
"fewshots_truncated": 3348,
"mean_seq_length": 1063.2075163398692,
"min_seq_length": 1049,
"max_seq_length": 1101,
"max_ctx_length": 992,
"max_gen_toks": 32,
"mean_original_fewshots_size": 15.0,
"mean_effective_fewshot_size": 13.632352941176471
},
"harness|faquad_nli|faquad_nli|None|15": {
"sample_size": 650,
"truncated": 557,
"non_truncated": 93,
"padded": 0,
"non_padded": 650,
"fewshots_truncated": 571,
"mean_seq_length": 1008.72,
"min_seq_length": 975,
"max_seq_length": 1073,
"max_ctx_length": 992,
"max_gen_toks": 32,
"mean_original_fewshots_size": 15.0,
"mean_effective_fewshot_size": 14.121538461538462
},
"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": 4502,
"mean_seq_length": 1403.554,
"min_seq_length": 1386,
"max_seq_length": 1438,
"max_ctx_length": 992,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 15.996
},
"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": 3442,
"mean_seq_length": 1331.124,
"min_seq_length": 1312,
"max_seq_length": 1392,
"max_ctx_length": 992,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 18.116
},
"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": 2529,
"mean_seq_length": 1183.39,
"min_seq_length": 1170,
"max_seq_length": 1218,
"max_ctx_length": 992,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 19.942
},
"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": 3503,
"mean_seq_length": 1302.422,
"min_seq_length": 1289,
"max_seq_length": 1335,
"max_ctx_length": 992,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 17.994
}
},
"summary_general": {
"truncated": 7168,
"non_truncated": 4721,
"padded": 0,
"non_padded": 11889,
"fewshots_truncated": 20319
}
} |