File size: 13,278 Bytes
6a4f796 |
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": "2024-03-08T14-01-57.709558",
"start_time": 1709906518.3260443,
"end_time": 1709916280.0199296,
"total_evaluation_time_seconds": 9761.693885326385,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "9dc75f55e3b3aed4275ae0dfd71bbbf2c1292ffa",
"model_dtype": "bfloat16",
"model_memory_footprint": 14617722880,
"model_num_parameters": 7241748480,
"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": "berkeley-nest/Starling-LM-7B-alpha",
"job_id": 309,
"model_id": "berkeley-nest/Starling-LM-7B-alpha_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "💬 : chat models (RLHF, DPO, IFT, ...)",
"model_architectures": "MistralForCausalLM",
"submitted_time": "2024-03-04T14:31:46Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.6789838178640438,
"all_grouped_npm": 0.5252770761531216,
"all_grouped": {
"enem_challenge": 0.6403079076277117,
"bluex": 0.5563282336578581,
"oab_exams": 0.4218678815489749,
"assin2_rte": 0.927284475393028,
"assin2_sts": 0.8013588331495842,
"faquad_nli": 0.784159073392008,
"hatebr_offensive": 0.8222299935886227,
"portuguese_hate_speech": 0.7004364967614757,
"tweetsentbr": 0.45688146565713056
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.6403079076277117,
"harness|bluex|bluex|None|3": 0.5563282336578581,
"harness|oab_exams|oab_exams|None|3": 0.4218678815489749,
"harness|assin2_rte|assin2_rte|None|15": 0.927284475393028,
"harness|assin2_sts|assin2_sts|None|15": 0.8013588331495842,
"harness|faquad_nli|faquad_nli|None|15": 0.784159073392008,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8222299935886227,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7004364967614757,
"harness|tweetsentbr|tweetsentbr|None|25": 0.45688146565713056
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.6403079076277117,
"acc,exam_id__2012": 0.6206896551724138,
"acc,exam_id__2009": 0.6173913043478261,
"acc,exam_id__2014": 0.6146788990825688,
"acc,exam_id__2016_2": 0.6666666666666666,
"acc,exam_id__2010": 0.6239316239316239,
"acc,exam_id__2011": 0.717948717948718,
"acc,exam_id__2013": 0.6759259259259259,
"acc,exam_id__2016": 0.5785123966942148,
"acc,exam_id__2023": 0.6518518518518519,
"acc,exam_id__2017": 0.646551724137931,
"acc,exam_id__2022": 0.6240601503759399,
"acc,exam_id__2015": 0.6470588235294118,
"main_score": 0.6403079076277117
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.5563282336578581,
"acc,exam_id__USP_2024": 0.7317073170731707,
"acc,exam_id__USP_2022": 0.6122448979591837,
"acc,exam_id__USP_2023": 0.6136363636363636,
"acc,exam_id__USP_2020": 0.5357142857142857,
"acc,exam_id__UNICAMP_2020": 0.5636363636363636,
"acc,exam_id__UNICAMP_2021_1": 0.5652173913043478,
"acc,exam_id__UNICAMP_2019": 0.54,
"acc,exam_id__UNICAMP_2023": 0.5581395348837209,
"acc,exam_id__USP_2019": 0.5,
"acc,exam_id__UNICAMP_2024": 0.5111111111111111,
"acc,exam_id__UNICAMP_2022": 0.6410256410256411,
"acc,exam_id__USP_2021": 0.5384615384615384,
"acc,exam_id__USP_2018": 0.5,
"acc,exam_id__UNICAMP_2021_2": 0.4117647058823529,
"acc,exam_id__UNICAMP_2018": 0.5740740740740741,
"main_score": 0.5563282336578581
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.4218678815489749,
"acc,exam_id__2017-24": 0.45,
"acc,exam_id__2012-06": 0.4625,
"acc,exam_id__2012-06a": 0.45,
"acc,exam_id__2015-17": 0.5128205128205128,
"acc,exam_id__2011-04": 0.325,
"acc,exam_id__2017-23": 0.4375,
"acc,exam_id__2016-20a": 0.425,
"acc,exam_id__2011-03": 0.30303030303030304,
"acc,exam_id__2016-19": 0.47435897435897434,
"acc,exam_id__2014-13": 0.3125,
"acc,exam_id__2016-20": 0.375,
"acc,exam_id__2013-10": 0.375,
"acc,exam_id__2015-16": 0.4125,
"acc,exam_id__2013-11": 0.45,
"acc,exam_id__2015-18": 0.45,
"acc,exam_id__2013-12": 0.4875,
"acc,exam_id__2014-15": 0.4358974358974359,
"acc,exam_id__2012-08": 0.4125,
"acc,exam_id__2017-22": 0.45,
"acc,exam_id__2011-05": 0.475,
"acc,exam_id__2012-07": 0.4125,
"acc,exam_id__2012-09": 0.38961038961038963,
"acc,exam_id__2018-25": 0.425,
"acc,exam_id__2010-01": 0.35294117647058826,
"acc,exam_id__2014-14": 0.525,
"acc,exam_id__2016-21": 0.3875,
"acc,exam_id__2010-02": 0.45,
"main_score": 0.4218678815489749
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.927284475393028,
"acc,all": 0.9272875816993464,
"main_score": 0.927284475393028
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.8013588331495842,
"mse,all": 0.4020098039215686,
"main_score": 0.8013588331495842
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.784159073392008,
"acc,all": 0.8323076923076923,
"main_score": 0.784159073392008
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8222299935886227,
"acc,all": 0.8257142857142857,
"main_score": 0.8222299935886227
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.7004364967614757,
"acc,all": 0.7414806110458284,
"main_score": 0.7004364967614757
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.45688146565713056,
"acc,all": 0.6786069651741293,
"main_score": 0.45688146565713056
}
},
"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": 1683.039188243527,
"min_seq_length": 1417,
"max_seq_length": 2681,
"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": 2,
"non_truncated": 717,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 2,
"mean_seq_length": 1782.9262865090404,
"min_seq_length": 1406,
"max_seq_length": 2583,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9972183588317107
},
"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": 1428.764464692483,
"min_seq_length": 1162,
"max_seq_length": 1931,
"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": 1584.7455065359477,
"min_seq_length": 1561,
"max_seq_length": 1651,
"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": 1824.7455065359477,
"min_seq_length": 1801,
"max_seq_length": 1891,
"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": 1825.9876923076922,
"min_seq_length": 1770,
"max_seq_length": 1946,
"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": 1676.3878571428572,
"min_seq_length": 1653,
"max_seq_length": 1927,
"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": 2177.3360752056406,
"min_seq_length": 2142,
"max_seq_length": 2216,
"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": 1923.2492537313433,
"min_seq_length": 1902,
"max_seq_length": 2018,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 4,
"non_truncated": 14146,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 4
}
} |