File size: 14,117 Bytes
811cf2a |
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": "2024-02-13T13-13-14.633268",
"start_time": 1707829995.2262552,
"end_time": 1707840012.7109325,
"total_evaluation_time_seconds": 10017.484677314758,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 2,
"accelerate_num_process": null,
"model_sha": "bc35915066fbbf15b77a1a4a74e9b574ab167816",
"model_dtype": "bfloat16",
"model_memory_footprint": 27817291776,
"model_num_parameters": 13854113280,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 4,
"max_length": 4096,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"model_name": "Skywork/Skywork-13B-base",
"job_id": 176,
"model_id": "Skywork/Skywork-13B-base_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "SkyworkForCausalLM",
"submitted_time": "2024-02-05T23:08:06Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.0.0"
},
"results": {
"all_grouped_average": 0.45902028997484745,
"all_grouped_npm": 0.25783808569270167,
"all_grouped": {
"enem_challenge": 0.6242127361791463,
"bluex": 0.4937413073713491,
"oab_exams": 0.4104783599088838,
"assin2_rte": 0.6640797445169774,
"assin2_sts": 0.109966284351211,
"faquad_nli": 0.5733609182848322,
"sparrow_pt": 0.337302679211532
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.6242127361791463,
"harness|bluex|bluex|None|3": 0.4937413073713491,
"harness|oab_exams|oab_exams|None|3": 0.4104783599088838,
"harness|assin2_rte|assin2_rte|None|15": 0.6640797445169774,
"harness|assin2_sts|assin2_sts|None|15": 0.109966284351211,
"harness|faquad_nli|faquad_nli|None|15": 0.5733609182848322,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.06994113434847624,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.4864395588271258,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.45807327489112665,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.3347567487793994
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.6242127361791463,
"acc,exam_id__2011": 0.6837606837606838,
"acc,exam_id__2013": 0.5740740740740741,
"acc,exam_id__2017": 0.6206896551724138,
"acc,exam_id__2009": 0.6173913043478261,
"acc,exam_id__2012": 0.6206896551724138,
"acc,exam_id__2010": 0.6239316239316239,
"acc,exam_id__2023": 0.6592592592592592,
"acc,exam_id__2016": 0.5702479338842975,
"acc,exam_id__2022": 0.631578947368421,
"acc,exam_id__2015": 0.6302521008403361,
"acc,exam_id__2014": 0.6605504587155964,
"acc,exam_id__2016_2": 0.5934959349593496,
"main_score": 0.6242127361791463
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.4937413073713491,
"acc,exam_id__UNICAMP_2019": 0.46,
"acc,exam_id__UNICAMP_2023": 0.5348837209302325,
"acc,exam_id__UNICAMP_2021_1": 0.5652173913043478,
"acc,exam_id__UNICAMP_2021_2": 0.5098039215686274,
"acc,exam_id__USP_2021": 0.5,
"acc,exam_id__UNICAMP_2024": 0.6222222222222222,
"acc,exam_id__UNICAMP_2020": 0.4727272727272727,
"acc,exam_id__USP_2023": 0.5454545454545454,
"acc,exam_id__USP_2024": 0.6341463414634146,
"acc,exam_id__UNICAMP_2018": 0.3333333333333333,
"acc,exam_id__USP_2019": 0.525,
"acc,exam_id__USP_2018": 0.3148148148148148,
"acc,exam_id__USP_2020": 0.48214285714285715,
"acc,exam_id__UNICAMP_2022": 0.5384615384615384,
"acc,exam_id__USP_2022": 0.46938775510204084,
"main_score": 0.4937413073713491
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.4104783599088838,
"acc,exam_id__2017-23": 0.425,
"acc,exam_id__2010-01": 0.3176470588235294,
"acc,exam_id__2014-14": 0.3875,
"acc,exam_id__2013-11": 0.425,
"acc,exam_id__2011-03": 0.3434343434343434,
"acc,exam_id__2014-15": 0.47435897435897434,
"acc,exam_id__2011-04": 0.3125,
"acc,exam_id__2015-16": 0.425,
"acc,exam_id__2012-09": 0.3246753246753247,
"acc,exam_id__2012-07": 0.3625,
"acc,exam_id__2018-25": 0.4375,
"acc,exam_id__2012-06": 0.3375,
"acc,exam_id__2016-21": 0.35,
"acc,exam_id__2016-20": 0.5125,
"acc,exam_id__2012-08": 0.3875,
"acc,exam_id__2013-12": 0.5125,
"acc,exam_id__2012-06a": 0.4375,
"acc,exam_id__2013-10": 0.3125,
"acc,exam_id__2015-17": 0.5128205128205128,
"acc,exam_id__2014-13": 0.4,
"acc,exam_id__2016-20a": 0.3875,
"acc,exam_id__2015-18": 0.4625,
"acc,exam_id__2017-22": 0.425,
"acc,exam_id__2011-05": 0.4875,
"acc,exam_id__2017-24": 0.4,
"acc,exam_id__2010-02": 0.44,
"acc,exam_id__2016-19": 0.5,
"main_score": 0.4104783599088838
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.6640797445169774,
"acc,all": 0.6944444444444444,
"main_score": 0.6640797445169774
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.109966284351211,
"mse,all": 2.6039297385620923,
"main_score": 0.109966284351211
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.5733609182848322,
"acc,all": 0.6153846153846154,
"main_score": 0.5733609182848322
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"f1_macro,all": 0.06994113434847624,
"acc,all": 0.134,
"main_score": 0.06994113434847624
},
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
"f1_macro,all": 0.4864395588271258,
"acc,all": 0.664,
"main_score": 0.4864395588271258
},
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
"f1_macro,all": 0.45807327489112665,
"acc,all": 0.628,
"main_score": 0.45807327489112665
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"f1_macro,all": 0.3347567487793994,
"acc,all": 0.356,
"main_score": 0.3347567487793994
}
},
"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": 0,
"non_truncated": 1429,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 0,
"mean_seq_length": 1532.9881035689293,
"min_seq_length": 1280,
"max_seq_length": 2572,
"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": 1364.73157162726,
"min_seq_length": 998,
"max_seq_length": 2124,
"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": 1306.4145785876992,
"min_seq_length": 1051,
"max_seq_length": 1788,
"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": 1182.9889705882354,
"min_seq_length": 1160,
"max_seq_length": 1249,
"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": 1415.9889705882354,
"min_seq_length": 1393,
"max_seq_length": 1482,
"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": 1473.1184615384616,
"min_seq_length": 1421,
"max_seq_length": 1580,
"max_ctx_length": 4064,
"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": 1694.076,
"min_seq_length": 1672,
"max_seq_length": 1733,
"max_ctx_length": 4064,
"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": 1708.588,
"min_seq_length": 1684,
"max_seq_length": 1767,
"max_ctx_length": 4064,
"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": 1422.44,
"min_seq_length": 1405,
"max_seq_length": 1458,
"max_ctx_length": 4064,
"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": 1573.842,
"min_seq_length": 1556,
"max_seq_length": 1605,
"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": 11889,
"padded": 0,
"non_padded": 11889,
"fewshots_truncated": 0
}
} |