File size: 14,114 Bytes
81e5943 |
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": "2024-02-07T06-30-45.967063",
"start_time": 1707287447.6957777,
"end_time": 1707303593.140522,
"total_evaluation_time_seconds": 16145.444744348526,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "cdd1aef103a52ac458dee200ad0661c967dd0e63",
"model_dtype": "bfloat16",
"model_memory_footprint": 14221328384,
"model_num_parameters": 7043551232,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:1",
"batch_size": 16,
"max_length": 4096,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"model_name": "Deci/DeciLM-7B",
"job_id": 39,
"model_id": "Deci/DeciLM-7B_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🔶 : fine-tuned",
"model_architectures": "DeciLMForCausalLM",
"submitted_time": "2024-02-05T23:06:34Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.0.0"
},
"results": {
"all_grouped_average": 0.5343511254013569,
"all_grouped_npm": 0.3640082745590046,
"all_grouped": {
"enem_challenge": 0.529741077676697,
"bluex": 0.41168289290681503,
"oab_exams": 0.3990888382687927,
"assin2_rte": 0.7470003950561543,
"assin2_sts": 0.5145659724171266,
"faquad_nli": 0.7851487912814374,
"sparrow_pt": 0.3532299102024751
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.529741077676697,
"harness|bluex|bluex|None|3": 0.41168289290681503,
"harness|oab_exams|oab_exams|None|3": 0.3990888382687927,
"harness|assin2_rte|assin2_rte|None|15": 0.7470003950561543,
"harness|assin2_sts|assin2_sts|None|15": 0.5145659724171266,
"harness|faquad_nli|faquad_nli|None|15": 0.7851487912814374,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.049837533542238396,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.49008288470928546,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.4507701117730127,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.4222291107853638
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.529741077676697,
"acc,exam_id__2016_2": 0.5853658536585366,
"acc,exam_id__2016": 0.5454545454545454,
"acc,exam_id__2010": 0.5213675213675214,
"acc,exam_id__2014": 0.5688073394495413,
"acc,exam_id__2023": 0.562962962962963,
"acc,exam_id__2017": 0.5344827586206896,
"acc,exam_id__2015": 0.47058823529411764,
"acc,exam_id__2012": 0.5,
"acc,exam_id__2022": 0.5037593984962406,
"acc,exam_id__2013": 0.5092592592592593,
"acc,exam_id__2009": 0.4608695652173913,
"acc,exam_id__2011": 0.5897435897435898,
"main_score": 0.529741077676697
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.41168289290681503,
"acc,exam_id__USP_2019": 0.525,
"acc,exam_id__UNICAMP_2018": 0.3148148148148148,
"acc,exam_id__UNICAMP_2020": 0.4,
"acc,exam_id__UNICAMP_2023": 0.4186046511627907,
"acc,exam_id__UNICAMP_2024": 0.4444444444444444,
"acc,exam_id__UNICAMP_2019": 0.44,
"acc,exam_id__UNICAMP_2021_2": 0.4117647058823529,
"acc,exam_id__USP_2022": 0.3877551020408163,
"acc,exam_id__USP_2020": 0.35714285714285715,
"acc,exam_id__USP_2018": 0.3333333333333333,
"acc,exam_id__USP_2021": 0.36538461538461536,
"acc,exam_id__USP_2023": 0.4318181818181818,
"acc,exam_id__USP_2024": 0.4634146341463415,
"acc,exam_id__UNICAMP_2021_1": 0.45652173913043476,
"acc,exam_id__UNICAMP_2022": 0.5128205128205128,
"main_score": 0.41168289290681503
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.3990888382687927,
"acc,exam_id__2014-13": 0.325,
"acc,exam_id__2012-07": 0.35,
"acc,exam_id__2012-09": 0.38961038961038963,
"acc,exam_id__2011-03": 0.30303030303030304,
"acc,exam_id__2012-08": 0.3625,
"acc,exam_id__2015-17": 0.41025641025641024,
"acc,exam_id__2014-15": 0.44871794871794873,
"acc,exam_id__2017-24": 0.475,
"acc,exam_id__2015-16": 0.425,
"acc,exam_id__2017-23": 0.375,
"acc,exam_id__2011-04": 0.3625,
"acc,exam_id__2010-02": 0.4,
"acc,exam_id__2016-19": 0.3974358974358974,
"acc,exam_id__2012-06": 0.475,
"acc,exam_id__2012-06a": 0.45,
"acc,exam_id__2013-12": 0.425,
"acc,exam_id__2017-22": 0.475,
"acc,exam_id__2010-01": 0.32941176470588235,
"acc,exam_id__2013-10": 0.3375,
"acc,exam_id__2014-14": 0.4375,
"acc,exam_id__2018-25": 0.45,
"acc,exam_id__2016-20a": 0.325,
"acc,exam_id__2015-18": 0.425,
"acc,exam_id__2011-05": 0.35,
"acc,exam_id__2013-11": 0.45,
"acc,exam_id__2016-20": 0.4375,
"acc,exam_id__2016-21": 0.4125,
"main_score": 0.3990888382687927
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.7470003950561543,
"acc,all": 0.7606209150326797,
"main_score": 0.7470003950561543
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.5145659724171266,
"mse,all": 1.6238355441176466,
"main_score": 0.5145659724171266
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.7851487912814374,
"acc,all": 0.8415384615384616,
"main_score": 0.7851487912814374
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"f1_macro,all": 0.049837533542238396,
"acc,all": 0.09,
"main_score": 0.049837533542238396
},
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
"f1_macro,all": 0.49008288470928546,
"acc,all": 0.67,
"main_score": 0.49008288470928546
},
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
"f1_macro,all": 0.4507701117730127,
"acc,all": 0.468,
"main_score": 0.4507701117730127
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"f1_macro,all": 0.4222291107853638,
"acc,all": 0.426,
"main_score": 0.4222291107853638
}
},
"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": 1640.039188243527,
"min_seq_length": 1374,
"max_seq_length": 2638,
"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": 1429.9262865090404,
"min_seq_length": 1053,
"max_seq_length": 2230,
"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": 1386.764464692483,
"min_seq_length": 1120,
"max_seq_length": 1889,
"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": 1375.7455065359477,
"min_seq_length": 1352,
"max_seq_length": 1442,
"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": 1575.7455065359477,
"min_seq_length": 1552,
"max_seq_length": 1642,
"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": 1686.9876923076922,
"min_seq_length": 1631,
"max_seq_length": 1807,
"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": 1939.336,
"min_seq_length": 1917,
"max_seq_length": 1973,
"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": 1957.15,
"min_seq_length": 1933,
"max_seq_length": 2002,
"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": 1669.088,
"min_seq_length": 1652,
"max_seq_length": 1705,
"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": 1834.55,
"min_seq_length": 1817,
"max_seq_length": 1867,
"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
}
} |