File size: 14,263 Bytes
b4e4aa4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "2024-02-14T03-48-55.037590",
        "start_time": 1707882535.668382,
        "end_time": 1707916441.9384143,
        "total_evaluation_time_seconds": 33906.27003240585,
        "has_chat_template": false,
        "chat_type": null,
        "n_gpus": 1,
        "accelerate_num_process": null,
        "model_sha": "fe6d9bf207cd3337512ca838a8b453f87a9178ef",
        "model_dtype": "bfloat16",
        "model_memory_footprint": 445807104,
        "model_num_parameters": 222903552,
        "model_is_loaded_in_4bit": false,
        "model_is_loaded_in_8bit": false,
        "model_is_quantized": null,
        "model_device": "cuda:0",
        "batch_size": 256,
        "max_length": 512,
        "max_ctx_length": 512,
        "max_gen_toks": 32,
        "model_name": "t5-base",
        "job_id": 189,
        "model_id": "t5-base_eval_request_False_bfloat16_Original",
        "model_base_model": "",
        "model_weight_type": "Original",
        "model_revision": "main",
        "model_private": false,
        "model_type": "🟢 : pretrained",
        "model_architectures": "T5ForConditionalGeneration",
        "submitted_time": "2024-02-05T23:10:42Z",
        "lm_eval_model_type": "huggingface",
        "eval_version": "1.0.0"
    },
    "results": {
        "all_grouped_average": 0.10816967860086943,
        "all_grouped_npm": -0.2757786266004211,
        "all_grouped": {
            "enem_challenge": 0.13086074177746676,
            "bluex": 0.0917941585535466,
            "oab_exams": 0.15763097949886104,
            "assin2_rte": 0.21945826423438364,
            "assin2_sts": 0.008119100920542854,
            "faquad_nli": 0.11634819532908704,
            "sparrow_pt": 0.03297630989219797
        },
        "all": {
            "harness|enem_challenge|enem_challenge|None|3": 0.13086074177746676,
            "harness|bluex|bluex|None|3": 0.0917941585535466,
            "harness|oab_exams|oab_exams|None|3": 0.15763097949886104,
            "harness|assin2_rte|assin2_rte|None|15": 0.21945826423438364,
            "harness|assin2_sts|assin2_sts|None|15": 0.008119100920542854,
            "harness|faquad_nli|faquad_nli|None|15": 0.11634819532908704,
            "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.0020898641588296763,
            "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.09271523178807946,
            "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.0013513513513513514,
            "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.0357487922705314
        },
        "harness|enem_challenge|enem_challenge|None|3": {
            "acc,all": 0.13086074177746676,
            "acc,exam_id__2015": 0.08403361344537816,
            "acc,exam_id__2012": 0.12931034482758622,
            "acc,exam_id__2017": 0.13793103448275862,
            "acc,exam_id__2009": 0.1565217391304348,
            "acc,exam_id__2023": 0.17777777777777778,
            "acc,exam_id__2016_2": 0.08943089430894309,
            "acc,exam_id__2010": 0.1452991452991453,
            "acc,exam_id__2014": 0.1651376146788991,
            "acc,exam_id__2013": 0.10185185185185185,
            "acc,exam_id__2022": 0.12781954887218044,
            "acc,exam_id__2011": 0.11965811965811966,
            "acc,exam_id__2016": 0.1322314049586777,
            "main_score": 0.13086074177746676
        },
        "harness|bluex|bluex|None|3": {
            "acc,all": 0.0917941585535466,
            "acc,exam_id__UNICAMP_2022": 0.10256410256410256,
            "acc,exam_id__UNICAMP_2019": 0.1,
            "acc,exam_id__UNICAMP_2023": 0.20930232558139536,
            "acc,exam_id__UNICAMP_2018": 0.07407407407407407,
            "acc,exam_id__UNICAMP_2020": 0.10909090909090909,
            "acc,exam_id__USP_2024": 0.0975609756097561,
            "acc,exam_id__UNICAMP_2021_2": 0.0196078431372549,
            "acc,exam_id__USP_2022": 0.08163265306122448,
            "acc,exam_id__USP_2019": 0.15,
            "acc,exam_id__USP_2021": 0.11538461538461539,
            "acc,exam_id__USP_2023": 0.045454545454545456,
            "acc,exam_id__UNICAMP_2021_1": 0.10869565217391304,
            "acc,exam_id__UNICAMP_2024": 0.08888888888888889,
            "acc,exam_id__USP_2020": 0.08928571428571429,
            "acc,exam_id__USP_2018": 0.018518518518518517,
            "main_score": 0.0917941585535466
        },
        "harness|oab_exams|oab_exams|None|3": {
            "acc,all": 0.15763097949886104,
            "acc,exam_id__2012-06a": 0.2,
            "acc,exam_id__2015-17": 0.11538461538461539,
            "acc,exam_id__2012-06": 0.225,
            "acc,exam_id__2014-15": 0.15384615384615385,
            "acc,exam_id__2016-20": 0.15,
            "acc,exam_id__2013-10": 0.1375,
            "acc,exam_id__2012-07": 0.175,
            "acc,exam_id__2011-03": 0.20202020202020202,
            "acc,exam_id__2011-05": 0.1625,
            "acc,exam_id__2016-19": 0.14102564102564102,
            "acc,exam_id__2017-23": 0.1875,
            "acc,exam_id__2017-22": 0.15,
            "acc,exam_id__2018-25": 0.175,
            "acc,exam_id__2014-13": 0.15,
            "acc,exam_id__2017-24": 0.15,
            "acc,exam_id__2010-01": 0.18823529411764706,
            "acc,exam_id__2014-14": 0.125,
            "acc,exam_id__2011-04": 0.2,
            "acc,exam_id__2013-12": 0.125,
            "acc,exam_id__2015-16": 0.15,
            "acc,exam_id__2016-21": 0.1125,
            "acc,exam_id__2013-11": 0.1125,
            "acc,exam_id__2012-08": 0.15,
            "acc,exam_id__2016-20a": 0.1625,
            "acc,exam_id__2012-09": 0.11688311688311688,
            "acc,exam_id__2010-02": 0.18,
            "acc,exam_id__2015-18": 0.1375,
            "main_score": 0.15763097949886104
        },
        "harness|assin2_rte|assin2_rte|None|15": {
            "f1_macro,all": 0.21945826423438364,
            "acc,all": 0.48651960784313725,
            "main_score": 0.21945826423438364
        },
        "harness|assin2_sts|assin2_sts|None|15": {
            "pearson,all": 0.008119100920542854,
            "mse,all": 7.281774714687993,
            "main_score": 0.008119100920542854
        },
        "harness|faquad_nli|faquad_nli|None|15": {
            "f1_macro,all": 0.11634819532908704,
            "acc,all": 0.21076923076923076,
            "main_score": 0.11634819532908704
        },
        "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
            "f1_macro,all": 0.0020898641588296763,
            "acc,all": 0.002,
            "main_score": 0.0020898641588296763
        },
        "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
            "f1_macro,all": 0.09271523178807946,
            "acc,all": 0.084,
            "main_score": 0.09271523178807946
        },
        "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
            "f1_macro,all": 0.0013513513513513514,
            "acc,all": 0.002,
            "main_score": 0.0013513513513513514
        },
        "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
            "f1_macro,all": 0.0357487922705314,
            "acc,all": 0.03,
            "main_score": 0.0357487922705314
        }
    },
    "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": 1429,
            "non_truncated": 0,
            "padded": 0,
            "non_padded": 1429,
            "fewshots_truncated": 4287,
            "mean_seq_length": 2044.8621413575927,
            "min_seq_length": 1661,
            "max_seq_length": 3599,
            "max_ctx_length": 512,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 3.0,
            "mean_effective_fewshot_size": 0.0
        },
        "harness|bluex|bluex|None|3": {
            "sample_size": 719,
            "truncated": 719,
            "non_truncated": 0,
            "padded": 0,
            "non_padded": 719,
            "fewshots_truncated": 2151,
            "mean_seq_length": 1519.172461752434,
            "min_seq_length": 1067,
            "max_seq_length": 2534,
            "max_ctx_length": 512,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 3.0,
            "mean_effective_fewshot_size": 0.008344923504867872
        },
        "harness|oab_exams|oab_exams|None|3": {
            "sample_size": 2195,
            "truncated": 2195,
            "non_truncated": 0,
            "padded": 0,
            "non_padded": 2195,
            "fewshots_truncated": 6585,
            "mean_seq_length": 1896.5220956719818,
            "min_seq_length": 1504,
            "max_seq_length": 2591,
            "max_ctx_length": 512,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 3.0,
            "mean_effective_fewshot_size": 0.0
        },
        "harness|assin2_rte|assin2_rte|None|15": {
            "sample_size": 2448,
            "truncated": 2448,
            "non_truncated": 0,
            "padded": 0,
            "non_padded": 2448,
            "fewshots_truncated": 28762,
            "mean_seq_length": 1539.3235294117646,
            "min_seq_length": 1507,
            "max_seq_length": 1647,
            "max_ctx_length": 512,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 15.0,
            "mean_effective_fewshot_size": 3.2508169934640523
        },
        "harness|assin2_sts|assin2_sts|None|15": {
            "sample_size": 2448,
            "truncated": 2448,
            "non_truncated": 0,
            "padded": 0,
            "non_padded": 2448,
            "fewshots_truncated": 29438,
            "mean_seq_length": 1636.3235294117646,
            "min_seq_length": 1604,
            "max_seq_length": 1744,
            "max_ctx_length": 512,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 15.0,
            "mean_effective_fewshot_size": 2.974673202614379
        },
        "harness|faquad_nli|faquad_nli|None|15": {
            "sample_size": 650,
            "truncated": 650,
            "non_truncated": 0,
            "padded": 0,
            "non_padded": 650,
            "fewshots_truncated": 8512,
            "mean_seq_length": 2113.7323076923076,
            "min_seq_length": 2035,
            "max_seq_length": 2296,
            "max_ctx_length": 512,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 15.0,
            "mean_effective_fewshot_size": 1.9046153846153846
        },
        "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
            "sample_size": 500,
            "truncated": 500,
            "non_truncated": 0,
            "padded": 0,
            "non_padded": 500,
            "fewshots_truncated": 11143,
            "mean_seq_length": 2106.734,
            "min_seq_length": 2075,
            "max_seq_length": 2155,
            "max_ctx_length": 512,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 25.0,
            "mean_effective_fewshot_size": 2.714
        },
        "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
            "sample_size": 500,
            "truncated": 500,
            "non_truncated": 0,
            "padded": 0,
            "non_padded": 500,
            "fewshots_truncated": 10166,
            "mean_seq_length": 1940.636,
            "min_seq_length": 1905,
            "max_seq_length": 1995,
            "max_ctx_length": 512,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 25.0,
            "mean_effective_fewshot_size": 4.668
        },
        "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
            "sample_size": 500,
            "truncated": 500,
            "non_truncated": 0,
            "padded": 0,
            "non_padded": 500,
            "fewshots_truncated": 9767,
            "mean_seq_length": 1718.8,
            "min_seq_length": 1693,
            "max_seq_length": 1770,
            "max_ctx_length": 512,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 25.0,
            "mean_effective_fewshot_size": 5.466
        },
        "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
            "sample_size": 500,
            "truncated": 500,
            "non_truncated": 0,
            "padded": 0,
            "non_padded": 500,
            "fewshots_truncated": 10000,
            "mean_seq_length": 1964.206,
            "min_seq_length": 1939,
            "max_seq_length": 2018,
            "max_ctx_length": 512,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 25.0,
            "mean_effective_fewshot_size": 5.0
        }
    },
    "summary_general": {
        "truncated": 11889,
        "non_truncated": 0,
        "padded": 0,
        "non_padded": 11889,
        "fewshots_truncated": 120811
    }
}