File size: 13,270 Bytes
823e4c8 |
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": "2024-04-18T19-26-05.567588",
"start_time": 1713468366.783515,
"end_time": 1713479900.3512611,
"total_evaluation_time_seconds": 11533.567746162415,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "34d54c65a0247d5eb694973106c816d9c0ad3fc2",
"model_dtype": "bfloat16",
"model_memory_footprint": 74921849856,
"model_num_parameters": 34388917248,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 2,
"max_length": 2560,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"model_name": "abacusai/Smaug-34B-v0.1",
"job_id": 486,
"model_id": "abacusai/Smaug-34B-v0.1_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": "LlamaForCausalLM",
"submitted_time": "2024-02-28T18:41:24Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.7287576131911004,
"all_grouped_npm": 0.5868552506585751,
"all_grouped": {
"enem_challenge": 0.7242827151854444,
"bluex": 0.6578581363004172,
"oab_exams": 0.5398633257403189,
"assin2_rte": 0.918703167734794,
"assin2_sts": 0.8085686681843944,
"faquad_nli": 0.8052119294207902,
"hatebr_offensive": 0.6963199072732542,
"portuguese_hate_speech": 0.7257551669316376,
"tweetsentbr": 0.6822555019488526
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.7242827151854444,
"harness|bluex|bluex|None|3": 0.6578581363004172,
"harness|oab_exams|oab_exams|None|3": 0.5398633257403189,
"harness|assin2_rte|assin2_rte|None|15": 0.918703167734794,
"harness|assin2_sts|assin2_sts|None|15": 0.8085686681843944,
"harness|faquad_nli|faquad_nli|None|15": 0.8052119294207902,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.6963199072732542,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7257551669316376,
"harness|tweetsentbr|tweetsentbr|None|25": 0.6822555019488526
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.7242827151854444,
"acc,exam_id__2017": 0.6982758620689655,
"acc,exam_id__2014": 0.7431192660550459,
"acc,exam_id__2016": 0.6611570247933884,
"acc,exam_id__2013": 0.6944444444444444,
"acc,exam_id__2022": 0.6691729323308271,
"acc,exam_id__2023": 0.7333333333333333,
"acc,exam_id__2015": 0.7226890756302521,
"acc,exam_id__2010": 0.8034188034188035,
"acc,exam_id__2016_2": 0.7073170731707317,
"acc,exam_id__2009": 0.7130434782608696,
"acc,exam_id__2012": 0.7672413793103449,
"acc,exam_id__2011": 0.7863247863247863,
"main_score": 0.7242827151854444
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.6578581363004172,
"acc,exam_id__USP_2023": 0.7272727272727273,
"acc,exam_id__UNICAMP_2021_1": 0.6086956521739131,
"acc,exam_id__UNICAMP_2024": 0.6666666666666666,
"acc,exam_id__USP_2020": 0.5714285714285714,
"acc,exam_id__UNICAMP_2018": 0.6296296296296297,
"acc,exam_id__USP_2019": 0.5,
"acc,exam_id__USP_2021": 0.6538461538461539,
"acc,exam_id__USP_2024": 0.8536585365853658,
"acc,exam_id__UNICAMP_2019": 0.7,
"acc,exam_id__UNICAMP_2020": 0.6363636363636364,
"acc,exam_id__USP_2022": 0.6326530612244898,
"acc,exam_id__UNICAMP_2023": 0.6744186046511628,
"acc,exam_id__UNICAMP_2022": 0.6410256410256411,
"acc,exam_id__USP_2018": 0.6296296296296297,
"acc,exam_id__UNICAMP_2021_2": 0.7647058823529411,
"main_score": 0.6578581363004172
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.5398633257403189,
"acc,exam_id__2018-25": 0.525,
"acc,exam_id__2015-16": 0.45,
"acc,exam_id__2012-06a": 0.5375,
"acc,exam_id__2016-21": 0.4375,
"acc,exam_id__2013-11": 0.55,
"acc,exam_id__2012-07": 0.5375,
"acc,exam_id__2016-20a": 0.4875,
"acc,exam_id__2015-17": 0.6282051282051282,
"acc,exam_id__2015-18": 0.625,
"acc,exam_id__2014-13": 0.5125,
"acc,exam_id__2011-05": 0.5125,
"acc,exam_id__2017-22": 0.525,
"acc,exam_id__2012-09": 0.4935064935064935,
"acc,exam_id__2013-12": 0.625,
"acc,exam_id__2016-20": 0.475,
"acc,exam_id__2010-02": 0.54,
"acc,exam_id__2014-14": 0.65,
"acc,exam_id__2012-06": 0.6,
"acc,exam_id__2017-23": 0.5375,
"acc,exam_id__2013-10": 0.5875,
"acc,exam_id__2017-24": 0.5375,
"acc,exam_id__2010-01": 0.49411764705882355,
"acc,exam_id__2011-03": 0.494949494949495,
"acc,exam_id__2011-04": 0.45,
"acc,exam_id__2014-15": 0.6794871794871795,
"acc,exam_id__2016-19": 0.5256410256410257,
"acc,exam_id__2012-08": 0.575,
"main_score": 0.5398633257403189
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.918703167734794,
"acc,all": 0.9187091503267973,
"main_score": 0.918703167734794
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.8085686681843944,
"mse,all": 0.43549836601307196,
"main_score": 0.8085686681843944
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.8052119294207902,
"acc,all": 0.8461538461538461,
"main_score": 0.8052119294207902
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.6963199072732542,
"acc,all": 0.7192857142857143,
"main_score": 0.6963199072732542
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.7257551669316376,
"acc,all": 0.7884841363102233,
"main_score": 0.7257551669316376
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.6822555019488526,
"acc,all": 0.6900497512437811,
"main_score": 0.6822555019488526
}
},
"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": 3,
"non_truncated": 1426,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 3,
"mean_seq_length": 1813.6696990902728,
"min_seq_length": 1519,
"max_seq_length": 2829,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9979006298110566
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 6,
"non_truncated": 713,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 9,
"mean_seq_length": 1927.1738525730182,
"min_seq_length": 1515,
"max_seq_length": 2809,
"max_ctx_length": 2528,
"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": 0,
"non_truncated": 2195,
"padded": 0,
"non_padded": 2195,
"fewshots_truncated": 0,
"mean_seq_length": 1560.7266514806379,
"min_seq_length": 1260,
"max_seq_length": 2098,
"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": 1622.5265522875818,
"min_seq_length": 1598,
"max_seq_length": 1694,
"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": 1856.5265522875818,
"min_seq_length": 1832,
"max_seq_length": 1928,
"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": 1896.1292307692308,
"min_seq_length": 1836,
"max_seq_length": 2029,
"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": 1633.9257142857143,
"min_seq_length": 1606,
"max_seq_length": 1912,
"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": 2161.7544065804937,
"min_seq_length": 2124,
"max_seq_length": 2197,
"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": 1979.844776119403,
"min_seq_length": 1957,
"max_seq_length": 2095,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 9,
"non_truncated": 14141,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 12
}
} |