File size: 13,261 Bytes
f6aaf38 |
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 |
{
"config_general": {
"start_date": "2024-05-20T01-10-12.037268",
"start_time": 1716167412.819548,
"end_time": 1716172681.4067626,
"total_evaluation_time_seconds": 5268.587214708328,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "75c21182bbdeb222b4fe6a25aafbc08293b47f18",
"model_dtype": "bfloat16",
"model_memory_footprint": 17658826752,
"model_num_parameters": 8829407232,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 8,
"max_length": 2560,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"model_name": "NotAiLOL/Yi-1.5-dolphin-9B",
"job_id": 667,
"model_id": "NotAiLOL/Yi-1.5-dolphin-9B_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": "LlamaForCausalLM",
"submitted_time": "2024-05-17T20:48:05Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.6460530718958183,
"all_grouped_npm": 0.4625340671438297,
"all_grouped": {
"enem_challenge": 0.6340097970608818,
"bluex": 0.5438108484005564,
"oab_exams": 0.455125284738041,
"assin2_rte": 0.8760640976552467,
"assin2_sts": 0.7034632549590849,
"faquad_nli": 0.5722163805950391,
"hatebr_offensive": 0.8610610921948665,
"portuguese_hate_speech": 0.49243500260766315,
"tweetsentbr": 0.676291888850986
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.6340097970608818,
"harness|bluex|bluex|None|3": 0.5438108484005564,
"harness|oab_exams|oab_exams|None|3": 0.455125284738041,
"harness|assin2_rte|assin2_rte|None|15": 0.8760640976552467,
"harness|assin2_sts|assin2_sts|None|15": 0.7034632549590849,
"harness|faquad_nli|faquad_nli|None|15": 0.5722163805950391,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8610610921948665,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.49243500260766315,
"harness|tweetsentbr|tweetsentbr|None|25": 0.676291888850986
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.6340097970608818,
"acc,exam_id__2023": 0.6296296296296297,
"acc,exam_id__2009": 0.6086956521739131,
"acc,exam_id__2010": 0.6068376068376068,
"acc,exam_id__2015": 0.6050420168067226,
"acc,exam_id__2017": 0.6896551724137931,
"acc,exam_id__2016_2": 0.6178861788617886,
"acc,exam_id__2022": 0.631578947368421,
"acc,exam_id__2011": 0.7094017094017094,
"acc,exam_id__2012": 0.5948275862068966,
"acc,exam_id__2014": 0.6513761467889908,
"acc,exam_id__2013": 0.5925925925925926,
"acc,exam_id__2016": 0.6694214876033058,
"main_score": 0.6340097970608818
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.5438108484005564,
"acc,exam_id__UNICAMP_2022": 0.6410256410256411,
"acc,exam_id__USP_2024": 0.7317073170731707,
"acc,exam_id__USP_2022": 0.4489795918367347,
"acc,exam_id__USP_2020": 0.5892857142857143,
"acc,exam_id__UNICAMP_2019": 0.56,
"acc,exam_id__UNICAMP_2024": 0.6444444444444445,
"acc,exam_id__USP_2021": 0.46153846153846156,
"acc,exam_id__USP_2023": 0.5909090909090909,
"acc,exam_id__USP_2019": 0.475,
"acc,exam_id__UNICAMP_2021_2": 0.5686274509803921,
"acc,exam_id__UNICAMP_2020": 0.5272727272727272,
"acc,exam_id__UNICAMP_2018": 0.4074074074074074,
"acc,exam_id__UNICAMP_2023": 0.6511627906976745,
"acc,exam_id__UNICAMP_2021_1": 0.5434782608695652,
"acc,exam_id__USP_2018": 0.4074074074074074,
"main_score": 0.5438108484005564
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.455125284738041,
"acc,exam_id__2017-23": 0.4,
"acc,exam_id__2017-24": 0.4125,
"acc,exam_id__2011-04": 0.45,
"acc,exam_id__2014-14": 0.45,
"acc,exam_id__2012-09": 0.4155844155844156,
"acc,exam_id__2016-19": 0.44871794871794873,
"acc,exam_id__2012-08": 0.525,
"acc,exam_id__2012-06": 0.5,
"acc,exam_id__2018-25": 0.4875,
"acc,exam_id__2013-11": 0.4875,
"acc,exam_id__2013-12": 0.5,
"acc,exam_id__2014-13": 0.4,
"acc,exam_id__2015-17": 0.5512820512820513,
"acc,exam_id__2017-22": 0.5875,
"acc,exam_id__2011-03": 0.43434343434343436,
"acc,exam_id__2015-16": 0.4875,
"acc,exam_id__2016-20a": 0.3875,
"acc,exam_id__2011-05": 0.4875,
"acc,exam_id__2013-10": 0.475,
"acc,exam_id__2015-18": 0.325,
"acc,exam_id__2012-06a": 0.525,
"acc,exam_id__2010-01": 0.3764705882352941,
"acc,exam_id__2016-20": 0.475,
"acc,exam_id__2014-15": 0.6282051282051282,
"acc,exam_id__2010-02": 0.41,
"acc,exam_id__2016-21": 0.3125,
"acc,exam_id__2012-07": 0.375,
"main_score": 0.455125284738041
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.8760640976552467,
"acc,all": 0.8766339869281046,
"main_score": 0.8760640976552467
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.7034632549590849,
"mse,all": 0.741437908496732,
"main_score": 0.7034632549590849
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.5722163805950391,
"acc,all": 0.5984615384615385,
"main_score": 0.5722163805950391
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8610610921948665,
"acc,all": 0.8614285714285714,
"main_score": 0.8610610921948665
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.49243500260766315,
"acc,all": 0.49471210340775557,
"main_score": 0.49243500260766315
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.676291888850986,
"acc,all": 0.708457711442786,
"main_score": 0.676291888850986
}
},
"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": 1773.6696990902728,
"min_seq_length": 1479,
"max_seq_length": 2789,
"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": 3,
"non_truncated": 716,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 5,
"mean_seq_length": 1887.1738525730182,
"min_seq_length": 1475,
"max_seq_length": 2769,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9930458970792766
},
"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": 1523.7266514806379,
"min_seq_length": 1223,
"max_seq_length": 2061,
"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": 1501.5265522875818,
"min_seq_length": 1477,
"max_seq_length": 1573,
"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": 1720.5265522875818,
"min_seq_length": 1696,
"max_seq_length": 1792,
"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": 1760.1292307692308,
"min_seq_length": 1700,
"max_seq_length": 1893,
"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": 1417.9257142857143,
"min_seq_length": 1390,
"max_seq_length": 1696,
"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": 1945.7544065804934,
"min_seq_length": 1908,
"max_seq_length": 1981,
"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": 1614.844776119403,
"min_seq_length": 1592,
"max_seq_length": 1730,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 5,
"non_truncated": 14145,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 7
}
} |