File size: 13,223 Bytes
5b5ccd1 |
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": "2024-02-23T15-22-26.031189",
"start_time": 1708701746.6052573,
"end_time": 1708703464.4235737,
"total_evaluation_time_seconds": 1717.8183164596558,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "c9a26c4b56507014e6c42a4d543de01c272ba165",
"model_dtype": "bfloat16",
"model_memory_footprint": 4076316672,
"model_num_parameters": 1836828672,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 4,
"max_length": 4096,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"model_name": "Qwen/Qwen1.5-1.8B-Chat",
"job_id": 253,
"model_id": "Qwen/Qwen1.5-1.8B-Chat_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": "Qwen2ForCausalLM",
"submitted_time": "2024-02-22T16:40:29Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.4321643698140234,
"all_grouped_npm": 0.15965557305727524,
"all_grouped": {
"enem_challenge": 0.3296011196641008,
"bluex": 0.29763560500695413,
"oab_exams": 0.3170842824601367,
"assin2_rte": 0.7389755107329503,
"assin2_sts": 0.2582632571238322,
"faquad_nli": 0.3269443631144088,
"hatebr_offensive": 0.6703427485364883,
"portuguese_hate_speech": 0.567863028398421,
"tweetsentbr": 0.38276941328891767
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.3296011196641008,
"harness|bluex|bluex|None|3": 0.29763560500695413,
"harness|oab_exams|oab_exams|None|3": 0.3170842824601367,
"harness|assin2_rte|assin2_rte|None|15": 0.7389755107329503,
"harness|assin2_sts|assin2_sts|None|15": 0.2582632571238322,
"harness|faquad_nli|faquad_nli|None|15": 0.3269443631144088,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.6703427485364883,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.567863028398421,
"harness|tweetsentbr|tweetsentbr|None|25": 0.38276941328891767
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.3296011196641008,
"acc,exam_id__2017": 0.3275862068965517,
"acc,exam_id__2010": 0.3418803418803419,
"acc,exam_id__2015": 0.36134453781512604,
"acc,exam_id__2011": 0.3076923076923077,
"acc,exam_id__2016_2": 0.3333333333333333,
"acc,exam_id__2022": 0.3233082706766917,
"acc,exam_id__2023": 0.37037037037037035,
"acc,exam_id__2013": 0.32407407407407407,
"acc,exam_id__2009": 0.2956521739130435,
"acc,exam_id__2012": 0.29310344827586204,
"acc,exam_id__2016": 0.35537190082644626,
"acc,exam_id__2014": 0.3119266055045872,
"main_score": 0.3296011196641008
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.29763560500695413,
"acc,exam_id__UNICAMP_2024": 0.4,
"acc,exam_id__USP_2021": 0.25,
"acc,exam_id__UNICAMP_2020": 0.34545454545454546,
"acc,exam_id__USP_2018": 0.2222222222222222,
"acc,exam_id__USP_2024": 0.2926829268292683,
"acc,exam_id__USP_2023": 0.3409090909090909,
"acc,exam_id__UNICAMP_2021_2": 0.29411764705882354,
"acc,exam_id__UNICAMP_2023": 0.3023255813953488,
"acc,exam_id__UNICAMP_2019": 0.26,
"acc,exam_id__USP_2019": 0.3,
"acc,exam_id__UNICAMP_2021_1": 0.2608695652173913,
"acc,exam_id__UNICAMP_2018": 0.2222222222222222,
"acc,exam_id__USP_2022": 0.2653061224489796,
"acc,exam_id__UNICAMP_2022": 0.3333333333333333,
"acc,exam_id__USP_2020": 0.39285714285714285,
"main_score": 0.29763560500695413
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.3170842824601367,
"acc,exam_id__2016-20": 0.35,
"acc,exam_id__2016-21": 0.3,
"acc,exam_id__2015-16": 0.275,
"acc,exam_id__2011-04": 0.3125,
"acc,exam_id__2011-03": 0.2828282828282828,
"acc,exam_id__2012-06": 0.325,
"acc,exam_id__2016-19": 0.2948717948717949,
"acc,exam_id__2016-20a": 0.2625,
"acc,exam_id__2011-05": 0.375,
"acc,exam_id__2010-02": 0.31,
"acc,exam_id__2012-06a": 0.3375,
"acc,exam_id__2015-17": 0.3076923076923077,
"acc,exam_id__2012-07": 0.4,
"acc,exam_id__2013-11": 0.2625,
"acc,exam_id__2018-25": 0.3375,
"acc,exam_id__2014-14": 0.2625,
"acc,exam_id__2017-23": 0.375,
"acc,exam_id__2010-01": 0.2823529411764706,
"acc,exam_id__2015-18": 0.3875,
"acc,exam_id__2012-08": 0.325,
"acc,exam_id__2013-12": 0.375,
"acc,exam_id__2013-10": 0.275,
"acc,exam_id__2017-24": 0.2375,
"acc,exam_id__2017-22": 0.3375,
"acc,exam_id__2012-09": 0.2857142857142857,
"acc,exam_id__2014-15": 0.34615384615384615,
"acc,exam_id__2014-13": 0.35,
"main_score": 0.3170842824601367
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.7389755107329503,
"acc,all": 0.7418300653594772,
"main_score": 0.7389755107329503
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.2582632571238322,
"mse,all": 1.2921078431372548,
"main_score": 0.2582632571238322
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.3269443631144088,
"acc,all": 0.33076923076923076,
"main_score": 0.3269443631144088
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.6703427485364883,
"acc,all": 0.6707142857142857,
"main_score": 0.6703427485364883
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.567863028398421,
"acc,all": 0.6263219741480611,
"main_score": 0.567863028398421
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.38276941328891767,
"acc,all": 0.527363184079602,
"main_score": 0.38276941328891767
}
},
"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": 0,
"non_truncated": 1429,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 0,
"mean_seq_length": 1415.7809657102869,
"min_seq_length": 1185,
"max_seq_length": 2376,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 3.0
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 0,
"non_truncated": 719,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 0,
"mean_seq_length": 1495.2378303198886,
"min_seq_length": 1175,
"max_seq_length": 2146,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 3.0
},
"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": 1203.888382687927,
"min_seq_length": 974,
"max_seq_length": 1617,
"max_ctx_length": 4064,
"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": 1307.2818627450981,
"min_seq_length": 1288,
"max_seq_length": 1369,
"max_ctx_length": 4064,
"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": 1498.2818627450981,
"min_seq_length": 1479,
"max_seq_length": 1560,
"max_ctx_length": 4064,
"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": 1438.6876923076923,
"min_seq_length": 1394,
"max_seq_length": 1534,
"max_ctx_length": 4064,
"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": 1245.6992857142857,
"min_seq_length": 1227,
"max_seq_length": 1466,
"max_ctx_length": 4064,
"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": 1688.62044653349,
"min_seq_length": 1658,
"max_seq_length": 1722,
"max_ctx_length": 4064,
"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": 1539.0567164179104,
"min_seq_length": 1521,
"max_seq_length": 1587,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 0,
"non_truncated": 14150,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 0
}
} |