File size: 14,219 Bytes
b8b4457 |
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": "2024-02-08T01-23-52.798469",
"start_time": 1707355433.5791965,
"end_time": 1707361834.7476494,
"total_evaluation_time_seconds": 6401.168452978134,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "6c55098b12753c7a0848203d33195f6fa07cd092",
"model_dtype": "float16",
"model_memory_footprint": 300730392,
"model_num_parameters": 125199360,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:1",
"batch_size": 64,
"max_length": 2048,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"model_name": "HeyLucasLeao/gpt-neo-small-portuguese",
"job_id": 93,
"model_id": "HeyLucasLeao/gpt-neo-small-portuguese_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": "GPTNeoForCausalLM",
"submitted_time": "2024-02-05T23:14:26Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.0.0"
},
"results": {
"all_grouped_average": 0.18211922454787924,
"all_grouped_npm": -0.14372064652620473,
"all_grouped": {
"enem_challenge": 0.16235129461161651,
"bluex": 0.11265646731571627,
"oab_exams": 0.008656036446469248,
"assin2_rte": 0.3333333333333333,
"assin2_sts": 0.04753851053349196,
"faquad_nli": 0.4396551724137931,
"sparrow_pt": 0.17064375718073424
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.16235129461161651,
"harness|bluex|bluex|None|3": 0.11265646731571627,
"harness|oab_exams|oab_exams|None|3": 0.008656036446469248,
"harness|assin2_rte|assin2_rte|None|15": 0.3333333333333333,
"harness|assin2_sts|assin2_sts|None|15": 0.04753851053349196,
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.00856119559267985,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.08695652173913043,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.19385342789598106
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.16235129461161651,
"acc,exam_id__2010": 0.19658119658119658,
"acc,exam_id__2016_2": 0.1951219512195122,
"acc,exam_id__2014": 0.1834862385321101,
"acc,exam_id__2009": 0.1391304347826087,
"acc,exam_id__2016": 0.14049586776859505,
"acc,exam_id__2013": 0.14814814814814814,
"acc,exam_id__2015": 0.15126050420168066,
"acc,exam_id__2011": 0.17094017094017094,
"acc,exam_id__2022": 0.15037593984962405,
"acc,exam_id__2023": 0.13333333333333333,
"acc,exam_id__2012": 0.20689655172413793,
"acc,exam_id__2017": 0.13793103448275862,
"main_score": 0.16235129461161651
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.11265646731571627,
"acc,exam_id__UNICAMP_2021_1": 0.043478260869565216,
"acc,exam_id__USP_2021": 0.21153846153846154,
"acc,exam_id__USP_2024": 0.21951219512195122,
"acc,exam_id__UNICAMP_2021_2": 0.0196078431372549,
"acc,exam_id__UNICAMP_2023": 0.023255813953488372,
"acc,exam_id__UNICAMP_2024": 0.0,
"acc,exam_id__USP_2019": 0.225,
"acc,exam_id__UNICAMP_2018": 0.0,
"acc,exam_id__UNICAMP_2020": 0.01818181818181818,
"acc,exam_id__USP_2020": 0.14285714285714285,
"acc,exam_id__USP_2018": 0.2962962962962963,
"acc,exam_id__UNICAMP_2022": 0.02564102564102564,
"acc,exam_id__USP_2023": 0.22727272727272727,
"acc,exam_id__UNICAMP_2019": 0.0,
"acc,exam_id__USP_2022": 0.24489795918367346,
"main_score": 0.11265646731571627
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.008656036446469248,
"acc,exam_id__2010-01": 0.0,
"acc,exam_id__2014-14": 0.0,
"acc,exam_id__2011-04": 0.0,
"acc,exam_id__2011-03": 0.020202020202020204,
"acc,exam_id__2012-08": 0.0,
"acc,exam_id__2016-19": 0.02564102564102564,
"acc,exam_id__2013-12": 0.0125,
"acc,exam_id__2018-25": 0.0125,
"acc,exam_id__2015-16": 0.0,
"acc,exam_id__2016-21": 0.0,
"acc,exam_id__2013-11": 0.0125,
"acc,exam_id__2013-10": 0.0125,
"acc,exam_id__2014-13": 0.0,
"acc,exam_id__2012-06a": 0.0,
"acc,exam_id__2012-09": 0.012987012987012988,
"acc,exam_id__2014-15": 0.01282051282051282,
"acc,exam_id__2017-24": 0.025,
"acc,exam_id__2012-07": 0.0125,
"acc,exam_id__2017-23": 0.0125,
"acc,exam_id__2011-05": 0.0125,
"acc,exam_id__2017-22": 0.0125,
"acc,exam_id__2016-20": 0.0125,
"acc,exam_id__2016-20a": 0.0125,
"acc,exam_id__2015-18": 0.0,
"acc,exam_id__2015-17": 0.01282051282051282,
"acc,exam_id__2012-06": 0.0,
"acc,exam_id__2010-02": 0.0,
"main_score": 0.008656036446469248
},
"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": 0.04753851053349196,
"mse,all": 2.783524591503269,
"main_score": 0.04753851053349196
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.4396551724137931,
"acc,all": 0.7846153846153846,
"main_score": 0.4396551724137931
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"f1_macro,all": 0.00856119559267985,
"acc,all": 0.112,
"main_score": 0.00856119559267985
},
"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": 0.08695652173913043,
"acc,all": 0.15,
"main_score": 0.08695652173913043
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"f1_macro,all": 0.19385342789598106,
"acc,all": 0.41,
"main_score": 0.19385342789598106
}
},
"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": 137,
"non_truncated": 1292,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 145,
"mean_seq_length": 1774.3967809657104,
"min_seq_length": 1481,
"max_seq_length": 2742,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.8985304408677397
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 9,
"non_truncated": 710,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 9,
"mean_seq_length": 1434.2475660639777,
"min_seq_length": 1020,
"max_seq_length": 2317,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.987482614742698
},
"harness|oab_exams|oab_exams|None|3": {
"sample_size": 2195,
"truncated": 1,
"non_truncated": 2194,
"padded": 0,
"non_padded": 2195,
"fewshots_truncated": 1,
"mean_seq_length": 1530.2646924829157,
"min_seq_length": 1225,
"max_seq_length": 2105,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9995444191343963
},
"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": 1344.483660130719,
"min_seq_length": 1319,
"max_seq_length": 1422,
"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": 1477.483660130719,
"min_seq_length": 1452,
"max_seq_length": 1555,
"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": 1713.283076923077,
"min_seq_length": 1651,
"max_seq_length": 1857,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 15.0,
"mean_effective_fewshot_size": 15.0
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"sample_size": 500,
"truncated": 0,
"non_truncated": 500,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 0,
"mean_seq_length": 1837.336,
"min_seq_length": 1813,
"max_seq_length": 1878,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
},
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
"sample_size": 500,
"truncated": 0,
"non_truncated": 500,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 0,
"mean_seq_length": 1824.748,
"min_seq_length": 1799,
"max_seq_length": 1858,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
},
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
"sample_size": 500,
"truncated": 0,
"non_truncated": 500,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 0,
"mean_seq_length": 1551.478,
"min_seq_length": 1533,
"max_seq_length": 1588,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"sample_size": 500,
"truncated": 0,
"non_truncated": 500,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 0,
"mean_seq_length": 1723.772,
"min_seq_length": 1705,
"max_seq_length": 1758,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 147,
"non_truncated": 11742,
"padded": 0,
"non_padded": 11889,
"fewshots_truncated": 155
}
} |