File size: 13,284 Bytes
4878461 |
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": "2024-02-22T09-49-44.237199",
"start_time": 1708595384.836006,
"end_time": 1708599957.381696,
"total_evaluation_time_seconds": 4572.545690059662,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "f271943e880e60c0c715fd10e4dc74ec4e31eb44",
"model_dtype": "float16",
"model_memory_footprint": 13865601088,
"model_num_parameters": 6857302016,
"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": 2048,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"model_name": "EleutherAI/pythia-6.9b",
"job_id": 253,
"model_id": "EleutherAI/pythia-6.9b_eval_request_False_float16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "GPTNeoXForCausalLM",
"submitted_time": "2024-02-11T13:39:33Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.29038032919558077,
"all_grouped_npm": -0.06560922527243283,
"all_grouped": {
"enem_challenge": 0.19454163750874737,
"bluex": 0.20305980528511822,
"oab_exams": 0.23006833712984054,
"assin2_rte": 0.5918513695309833,
"assin2_sts": 0.0025941556675326705,
"faquad_nli": 0.3121791039110175,
"hatebr_offensive": 0.32770726983578174,
"portuguese_hate_speech": 0.42473737096921527,
"tweetsentbr": 0.32668391292199067
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.19454163750874737,
"harness|bluex|bluex|None|3": 0.20305980528511822,
"harness|oab_exams|oab_exams|None|3": 0.23006833712984054,
"harness|assin2_rte|assin2_rte|None|15": 0.5918513695309833,
"harness|assin2_sts|assin2_sts|None|15": 0.0025941556675326705,
"harness|faquad_nli|faquad_nli|None|15": 0.3121791039110175,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.32770726983578174,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.42473737096921527,
"harness|tweetsentbr|tweetsentbr|None|25": 0.32668391292199067
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.19454163750874737,
"acc,exam_id__2016": 0.21487603305785125,
"acc,exam_id__2012": 0.1896551724137931,
"acc,exam_id__2013": 0.12962962962962962,
"acc,exam_id__2010": 0.1794871794871795,
"acc,exam_id__2017": 0.20689655172413793,
"acc,exam_id__2022": 0.20300751879699247,
"acc,exam_id__2009": 0.1826086956521739,
"acc,exam_id__2011": 0.24786324786324787,
"acc,exam_id__2023": 0.2,
"acc,exam_id__2014": 0.21100917431192662,
"acc,exam_id__2015": 0.13445378151260504,
"acc,exam_id__2016_2": 0.22764227642276422,
"main_score": 0.19454163750874737
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.20305980528511822,
"acc,exam_id__USP_2019": 0.225,
"acc,exam_id__USP_2021": 0.09615384615384616,
"acc,exam_id__UNICAMP_2023": 0.06976744186046512,
"acc,exam_id__USP_2023": 0.29545454545454547,
"acc,exam_id__UNICAMP_2020": 0.3090909090909091,
"acc,exam_id__USP_2024": 0.17073170731707318,
"acc,exam_id__UNICAMP_2021_1": 0.2608695652173913,
"acc,exam_id__UNICAMP_2021_2": 0.17647058823529413,
"acc,exam_id__UNICAMP_2018": 0.2222222222222222,
"acc,exam_id__USP_2018": 0.1111111111111111,
"acc,exam_id__USP_2020": 0.16071428571428573,
"acc,exam_id__UNICAMP_2022": 0.2564102564102564,
"acc,exam_id__USP_2022": 0.20408163265306123,
"acc,exam_id__UNICAMP_2024": 0.3333333333333333,
"acc,exam_id__UNICAMP_2019": 0.18,
"main_score": 0.20305980528511822
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.23006833712984054,
"acc,exam_id__2011-03": 0.24242424242424243,
"acc,exam_id__2014-15": 0.21794871794871795,
"acc,exam_id__2011-05": 0.2375,
"acc,exam_id__2014-14": 0.2625,
"acc,exam_id__2018-25": 0.2875,
"acc,exam_id__2015-17": 0.24358974358974358,
"acc,exam_id__2015-18": 0.25,
"acc,exam_id__2012-07": 0.1375,
"acc,exam_id__2014-13": 0.2375,
"acc,exam_id__2017-24": 0.225,
"acc,exam_id__2012-06a": 0.25,
"acc,exam_id__2013-11": 0.1625,
"acc,exam_id__2015-16": 0.2375,
"acc,exam_id__2017-22": 0.25,
"acc,exam_id__2010-02": 0.24,
"acc,exam_id__2016-21": 0.2125,
"acc,exam_id__2011-04": 0.2375,
"acc,exam_id__2016-19": 0.20512820512820512,
"acc,exam_id__2013-12": 0.175,
"acc,exam_id__2017-23": 0.2125,
"acc,exam_id__2013-10": 0.2125,
"acc,exam_id__2012-09": 0.23376623376623376,
"acc,exam_id__2010-01": 0.25882352941176473,
"acc,exam_id__2012-06": 0.225,
"acc,exam_id__2016-20": 0.225,
"acc,exam_id__2016-20a": 0.3,
"acc,exam_id__2012-08": 0.225,
"main_score": 0.23006833712984054
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.5918513695309833,
"acc,all": 0.6200980392156863,
"main_score": 0.5918513695309833
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.0025941556675326705,
"mse,all": 2.312900326797386,
"main_score": 0.0025941556675326705
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.3121791039110175,
"acc,all": 0.31384615384615383,
"main_score": 0.3121791039110175
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.32770726983578174,
"acc,all": 0.48214285714285715,
"main_score": 0.32770726983578174
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.42473737096921527,
"acc,all": 0.6956521739130435,
"main_score": 0.42473737096921527
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.32668391292199067,
"acc,all": 0.46368159203980097,
"main_score": 0.32668391292199067
}
},
"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": 16,
"non_truncated": 1413,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 17,
"mean_seq_length": 1559.0517844646606,
"min_seq_length": 1308,
"max_seq_length": 2520,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.988103568929321
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 26,
"non_truncated": 693,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 39,
"mean_seq_length": 1656.076495132128,
"min_seq_length": 1285,
"max_seq_length": 2440,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.945757997218359
},
"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": 1340.5503416856493,
"min_seq_length": 1077,
"max_seq_length": 1805,
"max_ctx_length": 2016,
"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": 1378.0061274509803,
"min_seq_length": 1355,
"max_seq_length": 1444,
"max_ctx_length": 2016,
"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": 1514.0061274509803,
"min_seq_length": 1491,
"max_seq_length": 1580,
"max_ctx_length": 2016,
"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": 1578.8153846153846,
"min_seq_length": 1525,
"max_seq_length": 1688,
"max_ctx_length": 2016,
"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": 1292.5114285714285,
"min_seq_length": 1269,
"max_seq_length": 1535,
"max_ctx_length": 2016,
"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": 1775.5558166862515,
"min_seq_length": 1741,
"max_seq_length": 1812,
"max_ctx_length": 2016,
"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": 1495.2800995024875,
"min_seq_length": 1475,
"max_seq_length": 1554,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 42,
"non_truncated": 14108,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 56
}
} |