File size: 13,297 Bytes
9e1029f |
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": "2024-05-27T20-27-01.506989",
"start_time": 1716841622.3989136,
"end_time": 1716846128.5452123,
"total_evaluation_time_seconds": 4506.146298646927,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "3f5d08bf8c31192686e3e88d0b9d2cdeff4115e4",
"model_dtype": "bfloat16",
"model_memory_footprint": 13543948288,
"model_num_parameters": 6771970048,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 32,
"max_length": 2048,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"model_name": "Oburaco/llama2-qlora-finetunined-ptbr",
"job_id": 751,
"model_id": "Oburaco/llama2-qlora-finetunined-ptbr_eval_request_False_bfloat16_Adapter",
"model_base_model": "TinyPixel/Llama-2-7B-bf16-sharded",
"model_weight_type": "Adapter",
"model_revision": "main",
"model_private": false,
"model_type": "🔶 : fine-tuned/fp on domain-specific datasets",
"model_architectures": "?",
"submitted_time": "2024-05-27T14:52:47Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.4809986819871287,
"all_grouped_npm": 0.23339722735656457,
"all_grouped": {
"enem_challenge": 0.32260321903428973,
"bluex": 0.3143254520166898,
"oab_exams": 0.3539863325740319,
"assin2_rte": 0.6353154692003844,
"assin2_sts": 0.3036032916828423,
"faquad_nli": 0.5303967191517392,
"hatebr_offensive": 0.7372127835097078,
"portuguese_hate_speech": 0.5370624408703879,
"tweetsentbr": 0.5944824298440851
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.32260321903428973,
"harness|bluex|bluex|None|3": 0.3143254520166898,
"harness|oab_exams|oab_exams|None|3": 0.3539863325740319,
"harness|assin2_rte|assin2_rte|None|15": 0.6353154692003844,
"harness|assin2_sts|assin2_sts|None|15": 0.3036032916828423,
"harness|faquad_nli|faquad_nli|None|15": 0.5303967191517392,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.7372127835097078,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5370624408703879,
"harness|tweetsentbr|tweetsentbr|None|25": 0.5944824298440851
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.32260321903428973,
"acc,exam_id__2011": 0.3504273504273504,
"acc,exam_id__2017": 0.3017241379310345,
"acc,exam_id__2015": 0.29411764705882354,
"acc,exam_id__2016": 0.2727272727272727,
"acc,exam_id__2016_2": 0.2764227642276423,
"acc,exam_id__2009": 0.3565217391304348,
"acc,exam_id__2012": 0.3017241379310345,
"acc,exam_id__2010": 0.3504273504273504,
"acc,exam_id__2013": 0.25925925925925924,
"acc,exam_id__2014": 0.28440366972477066,
"acc,exam_id__2022": 0.39849624060150374,
"acc,exam_id__2023": 0.4,
"main_score": 0.32260321903428973
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.3143254520166898,
"acc,exam_id__UNICAMP_2018": 0.35185185185185186,
"acc,exam_id__UNICAMP_2023": 0.3488372093023256,
"acc,exam_id__USP_2023": 0.25,
"acc,exam_id__UNICAMP_2024": 0.4444444444444444,
"acc,exam_id__USP_2024": 0.2682926829268293,
"acc,exam_id__UNICAMP_2021_1": 0.1956521739130435,
"acc,exam_id__USP_2020": 0.26785714285714285,
"acc,exam_id__UNICAMP_2020": 0.32727272727272727,
"acc,exam_id__UNICAMP_2022": 0.38461538461538464,
"acc,exam_id__UNICAMP_2019": 0.36,
"acc,exam_id__UNICAMP_2021_2": 0.39215686274509803,
"acc,exam_id__USP_2018": 0.3148148148148148,
"acc,exam_id__USP_2021": 0.3076923076923077,
"acc,exam_id__USP_2019": 0.175,
"acc,exam_id__USP_2022": 0.30612244897959184,
"main_score": 0.3143254520166898
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.3539863325740319,
"acc,exam_id__2011-03": 0.32323232323232326,
"acc,exam_id__2014-13": 0.3375,
"acc,exam_id__2013-10": 0.2875,
"acc,exam_id__2017-24": 0.325,
"acc,exam_id__2017-22": 0.3,
"acc,exam_id__2012-06a": 0.3125,
"acc,exam_id__2016-20a": 0.325,
"acc,exam_id__2012-09": 0.35064935064935066,
"acc,exam_id__2015-16": 0.3375,
"acc,exam_id__2011-04": 0.3375,
"acc,exam_id__2012-07": 0.3625,
"acc,exam_id__2014-14": 0.375,
"acc,exam_id__2014-15": 0.4230769230769231,
"acc,exam_id__2010-02": 0.35,
"acc,exam_id__2015-18": 0.3875,
"acc,exam_id__2016-19": 0.44871794871794873,
"acc,exam_id__2012-06": 0.3875,
"acc,exam_id__2013-12": 0.325,
"acc,exam_id__2011-05": 0.3125,
"acc,exam_id__2017-23": 0.4,
"acc,exam_id__2013-11": 0.3625,
"acc,exam_id__2016-20": 0.3625,
"acc,exam_id__2016-21": 0.3875,
"acc,exam_id__2018-25": 0.375,
"acc,exam_id__2010-01": 0.24705882352941178,
"acc,exam_id__2012-08": 0.45,
"acc,exam_id__2015-17": 0.38461538461538464,
"main_score": 0.3539863325740319
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.6353154692003844,
"acc,all": 0.6511437908496732,
"main_score": 0.6353154692003844
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.3036032916828423,
"mse,all": 1.6197712418300654,
"main_score": 0.3036032916828423
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.5303967191517392,
"acc,all": 0.7907692307692308,
"main_score": 0.5303967191517392
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.7372127835097078,
"acc,all": 0.745,
"main_score": 0.7372127835097078
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.5370624408703879,
"acc,all": 0.7297297297297297,
"main_score": 0.5370624408703879
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.5944824298440851,
"acc,all": 0.6432835820895523,
"main_score": 0.5944824298440851
}
},
"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": 13,
"non_truncated": 1416,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 15,
"mean_seq_length": 1547.9881035689293,
"min_seq_length": 1295,
"max_seq_length": 2587,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9895031490552832
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 34,
"non_truncated": 685,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 47,
"mean_seq_length": 1668.7426981919332,
"min_seq_length": 1302,
"max_seq_length": 2428,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.934631432545202
},
"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": 1320.4145785876992,
"min_seq_length": 1065,
"max_seq_length": 1802,
"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": 1303.9889705882354,
"min_seq_length": 1281,
"max_seq_length": 1370,
"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": 1527.9889705882354,
"min_seq_length": 1505,
"max_seq_length": 1594,
"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": 1511.1184615384616,
"min_seq_length": 1459,
"max_seq_length": 1618,
"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": 1268.9178571428572,
"min_seq_length": 1245,
"max_seq_length": 1515,
"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": 1760.801410105758,
"min_seq_length": 1726,
"max_seq_length": 1804,
"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": 1527.6845771144278,
"min_seq_length": 1506,
"max_seq_length": 1645,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 47,
"non_truncated": 14103,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 62
}
} |