File size: 14,124 Bytes
dc9e9e9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "2024-02-09T05-24-45.198006",
        "start_time": 1707456285.7536585,
        "end_time": 1707467504.5818834,
        "total_evaluation_time_seconds": 11218.828224897385,
        "has_chat_template": false,
        "chat_type": null,
        "n_gpus": 1,
        "accelerate_num_process": null,
        "model_sha": "e12c4b67c6aeb6364142059bb8eb8b6fce5dcdf7",
        "model_dtype": "bfloat16",
        "model_memory_footprint": 59914401792,
        "model_num_parameters": 29957200896,
        "model_is_loaded_in_4bit": false,
        "model_is_loaded_in_8bit": false,
        "model_is_quantized": null,
        "model_device": "cuda:0",
        "batch_size": 1,
        "max_length": 4096,
        "max_ctx_length": 4064,
        "max_gen_toks": 32,
        "model_name": "mosaicml/mpt-30b",
        "job_id": 119,
        "model_id": "mosaicml/mpt-30b_eval_request_False_bfloat16_Original",
        "model_base_model": "",
        "model_weight_type": "Original",
        "model_revision": "main",
        "model_private": false,
        "model_type": "🟢 : pretrained",
        "model_architectures": "MPTForCausalLM",
        "submitted_time": "2024-02-05T23:17:55Z",
        "lm_eval_model_type": "huggingface",
        "eval_version": "1.0.0"
    },
    "results": {
        "all_grouped_average": 0.40177710033367076,
        "all_grouped_npm": 0.15294685561724838,
        "all_grouped": {
            "enem_challenge": 0.43876836948915326,
            "bluex": 0.3657858136300417,
            "oab_exams": 0.35125284738041,
            "assin2_rte": 0.5531464415296898,
            "assin2_sts": 0.3439139332088446,
            "faquad_nli": 0.4396551724137931,
            "sparrow_pt": 0.31991712468376277
        },
        "all": {
            "harness|enem_challenge|enem_challenge|None|3": 0.43876836948915326,
            "harness|bluex|bluex|None|3": 0.3657858136300417,
            "harness|oab_exams|oab_exams|None|3": 0.35125284738041,
            "harness|assin2_rte|assin2_rte|None|15": 0.5531464415296898,
            "harness|assin2_sts|assin2_sts|None|15": 0.3439139332088446,
            "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931,
            "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.10544257584493585,
            "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3993313700050113,
            "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.4468983120976477,
            "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.3279962407874561
        },
        "harness|enem_challenge|enem_challenge|None|3": {
            "acc,all": 0.43876836948915326,
            "acc,exam_id__2023": 0.4444444444444444,
            "acc,exam_id__2009": 0.4434782608695652,
            "acc,exam_id__2013": 0.4537037037037037,
            "acc,exam_id__2011": 0.5042735042735043,
            "acc,exam_id__2014": 0.44036697247706424,
            "acc,exam_id__2016_2": 0.4715447154471545,
            "acc,exam_id__2022": 0.41353383458646614,
            "acc,exam_id__2017": 0.4827586206896552,
            "acc,exam_id__2016": 0.4214876033057851,
            "acc,exam_id__2015": 0.3949579831932773,
            "acc,exam_id__2012": 0.43103448275862066,
            "acc,exam_id__2010": 0.36752136752136755,
            "main_score": 0.43876836948915326
        },
        "harness|bluex|bluex|None|3": {
            "acc,all": 0.3657858136300417,
            "acc,exam_id__USP_2018": 0.2962962962962963,
            "acc,exam_id__USP_2024": 0.3902439024390244,
            "acc,exam_id__USP_2021": 0.36538461538461536,
            "acc,exam_id__UNICAMP_2021_1": 0.32608695652173914,
            "acc,exam_id__USP_2020": 0.44642857142857145,
            "acc,exam_id__USP_2022": 0.2857142857142857,
            "acc,exam_id__UNICAMP_2022": 0.46153846153846156,
            "acc,exam_id__UNICAMP_2020": 0.4,
            "acc,exam_id__USP_2023": 0.45454545454545453,
            "acc,exam_id__USP_2019": 0.325,
            "acc,exam_id__UNICAMP_2023": 0.37209302325581395,
            "acc,exam_id__UNICAMP_2024": 0.4444444444444444,
            "acc,exam_id__UNICAMP_2021_2": 0.35294117647058826,
            "acc,exam_id__UNICAMP_2019": 0.32,
            "acc,exam_id__UNICAMP_2018": 0.2777777777777778,
            "main_score": 0.3657858136300417
        },
        "harness|oab_exams|oab_exams|None|3": {
            "acc,all": 0.35125284738041,
            "acc,exam_id__2010-01": 0.2823529411764706,
            "acc,exam_id__2017-24": 0.425,
            "acc,exam_id__2016-21": 0.4125,
            "acc,exam_id__2016-19": 0.32051282051282054,
            "acc,exam_id__2013-12": 0.3875,
            "acc,exam_id__2015-17": 0.4358974358974359,
            "acc,exam_id__2012-09": 0.2857142857142857,
            "acc,exam_id__2014-14": 0.35,
            "acc,exam_id__2013-10": 0.275,
            "acc,exam_id__2012-06a": 0.4125,
            "acc,exam_id__2016-20a": 0.2875,
            "acc,exam_id__2018-25": 0.3625,
            "acc,exam_id__2011-04": 0.3,
            "acc,exam_id__2011-05": 0.3875,
            "acc,exam_id__2017-22": 0.3375,
            "acc,exam_id__2014-13": 0.2875,
            "acc,exam_id__2012-08": 0.35,
            "acc,exam_id__2013-11": 0.2625,
            "acc,exam_id__2011-03": 0.32323232323232326,
            "acc,exam_id__2012-07": 0.2875,
            "acc,exam_id__2015-16": 0.35,
            "acc,exam_id__2014-15": 0.41025641025641024,
            "acc,exam_id__2010-02": 0.45,
            "acc,exam_id__2016-20": 0.4625,
            "acc,exam_id__2017-23": 0.3875,
            "acc,exam_id__2012-06": 0.3125,
            "acc,exam_id__2015-18": 0.325,
            "main_score": 0.35125284738041
        },
        "harness|assin2_rte|assin2_rte|None|15": {
            "f1_macro,all": 0.5531464415296898,
            "acc,all": 0.6180555555555556,
            "main_score": 0.5531464415296898
        },
        "harness|assin2_sts|assin2_sts|None|15": {
            "pearson,all": 0.3439139332088446,
            "mse,all": 1.8723733660130717,
            "main_score": 0.3439139332088446
        },
        "harness|faquad_nli|faquad_nli|None|15": {
            "f1_macro,all": 0.4396551724137931,
            "acc,all": 0.7846153846153846,
            "main_score": 0.4396551724137931
        },
        "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
            "f1_macro,all": 0.10544257584493585,
            "acc,all": 0.158,
            "main_score": 0.10544257584493585
        },
        "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
            "f1_macro,all": 0.3993313700050113,
            "acc,all": 0.65,
            "main_score": 0.3993313700050113
        },
        "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
            "f1_macro,all": 0.4468983120976477,
            "acc,all": 0.696,
            "main_score": 0.4468983120976477
        },
        "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
            "f1_macro,all": 0.3279962407874561,
            "acc,all": 0.396,
            "main_score": 0.3279962407874561
        }
    },
    "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": 1542.0517844646606,
            "min_seq_length": 1291,
            "max_seq_length": 2503,
            "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": 1324.076495132128,
            "min_seq_length": 953,
            "max_seq_length": 2108,
            "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": 1324.5503416856493,
            "min_seq_length": 1061,
            "max_seq_length": 1789,
            "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": 1259.0061274509803,
            "min_seq_length": 1236,
            "max_seq_length": 1325,
            "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": 1392.0061274509803,
            "min_seq_length": 1369,
            "max_seq_length": 1458,
            "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": 1540.8153846153846,
            "min_seq_length": 1487,
            "max_seq_length": 1650,
            "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": 1744.524,
            "min_seq_length": 1723,
            "max_seq_length": 1777,
            "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": 1716.684,
            "min_seq_length": 1693,
            "max_seq_length": 1754,
            "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": 1425.294,
            "min_seq_length": 1408,
            "max_seq_length": 1461,
            "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": 1577.602,
            "min_seq_length": 1560,
            "max_seq_length": 1607,
            "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
    }
}