File size: 13,226 Bytes
d102afb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "2024-02-19T17-53-35.586754",
        "start_time": 1708365216.1539004,
        "end_time": 1708432319.1991496,
        "total_evaluation_time_seconds": 67103.04524922371,
        "has_chat_template": true,
        "chat_type": "system_user_assistant",
        "n_gpus": 2,
        "accelerate_num_process": null,
        "model_sha": "cc2f19f5bc9ad693d4447e42e9844d9931ab8e81",
        "model_dtype": "bfloat16",
        "model_memory_footprint": 145918038016,
        "model_num_parameters": 72287920128,
        "model_is_loaded_in_4bit": null,
        "model_is_loaded_in_8bit": null,
        "model_is_quantized": null,
        "model_device": "cuda:0",
        "batch_size": 1,
        "max_length": 2048,
        "max_ctx_length": 2016,
        "max_gen_toks": 32,
        "model_name": "Qwen/Qwen1.5-72B",
        "job_id": 253,
        "model_id": "Qwen/Qwen1.5-72B_eval_request_False_bfloat16_Original",
        "model_base_model": "",
        "model_weight_type": "Original",
        "model_revision": "main",
        "model_private": false,
        "model_type": "🟢 : pretrained",
        "model_architectures": "Qwen2ForCausalLM",
        "submitted_time": "2024-02-17T03:45:34Z",
        "lm_eval_model_type": "huggingface",
        "eval_version": "1.1.0"
    },
    "results": {
        "all_grouped_average": 0.6741558078246019,
        "all_grouped_npm": 0.5339373221484036,
        "all_grouped": {
            "enem_challenge": 0.33030090972708187,
            "bluex": 0.5299026425591099,
            "oab_exams": 0.4865603644646925,
            "assin2_rte": 0.9188128244863994,
            "assin2_sts": 0.7167709775420129,
            "faquad_nli": 0.7593729655207628,
            "hatebr_offensive": 0.8761395878040701,
            "portuguese_hate_speech": 0.7414977372760523,
            "tweetsentbr": 0.7080442610412353
        },
        "all": {
            "harness|enem_challenge|enem_challenge|None|3": 0.33030090972708187,
            "harness|bluex|bluex|None|3": 0.5299026425591099,
            "harness|oab_exams|oab_exams|None|3": 0.4865603644646925,
            "harness|assin2_rte|assin2_rte|None|15": 0.9188128244863994,
            "harness|assin2_sts|assin2_sts|None|15": 0.7167709775420129,
            "harness|faquad_nli|faquad_nli|None|15": 0.7593729655207628,
            "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8761395878040701,
            "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7414977372760523,
            "harness|tweetsentbr|tweetsentbr|None|25": 0.7080442610412353
        },
        "harness|enem_challenge|enem_challenge|None|3": {
            "acc,all": 0.33030090972708187,
            "acc,exam_id__2013": 0.25,
            "acc,exam_id__2015": 0.2689075630252101,
            "acc,exam_id__2016_2": 0.37398373983739835,
            "acc,exam_id__2011": 0.2905982905982906,
            "acc,exam_id__2009": 0.2608695652173913,
            "acc,exam_id__2016": 0.2975206611570248,
            "acc,exam_id__2022": 0.45864661654135336,
            "acc,exam_id__2014": 0.3211009174311927,
            "acc,exam_id__2010": 0.28205128205128205,
            "acc,exam_id__2023": 0.5259259259259259,
            "acc,exam_id__2012": 0.3103448275862069,
            "acc,exam_id__2017": 0.2672413793103448,
            "main_score": 0.33030090972708187
        },
        "harness|bluex|bluex|None|3": {
            "acc,all": 0.5299026425591099,
            "acc,exam_id__USP_2020": 0.48214285714285715,
            "acc,exam_id__USP_2018": 0.37037037037037035,
            "acc,exam_id__USP_2022": 0.5306122448979592,
            "acc,exam_id__USP_2021": 0.6153846153846154,
            "acc,exam_id__USP_2024": 0.6097560975609756,
            "acc,exam_id__UNICAMP_2022": 0.48717948717948717,
            "acc,exam_id__UNICAMP_2024": 0.4888888888888889,
            "acc,exam_id__USP_2019": 0.425,
            "acc,exam_id__UNICAMP_2019": 0.52,
            "acc,exam_id__UNICAMP_2020": 0.5454545454545454,
            "acc,exam_id__UNICAMP_2021_1": 0.6086956521739131,
            "acc,exam_id__UNICAMP_2023": 0.5581395348837209,
            "acc,exam_id__UNICAMP_2021_2": 0.5294117647058824,
            "acc,exam_id__UNICAMP_2018": 0.6296296296296297,
            "acc,exam_id__USP_2023": 0.5454545454545454,
            "main_score": 0.5299026425591099
        },
        "harness|oab_exams|oab_exams|None|3": {
            "acc,all": 0.4865603644646925,
            "acc,exam_id__2015-17": 0.5256410256410257,
            "acc,exam_id__2015-18": 0.4625,
            "acc,exam_id__2017-23": 0.375,
            "acc,exam_id__2013-11": 0.45,
            "acc,exam_id__2014-14": 0.6125,
            "acc,exam_id__2017-22": 0.5,
            "acc,exam_id__2018-25": 0.475,
            "acc,exam_id__2014-13": 0.475,
            "acc,exam_id__2014-15": 0.5769230769230769,
            "acc,exam_id__2016-19": 0.5384615384615384,
            "acc,exam_id__2011-05": 0.5,
            "acc,exam_id__2015-16": 0.5125,
            "acc,exam_id__2013-12": 0.5125,
            "acc,exam_id__2012-06": 0.475,
            "acc,exam_id__2013-10": 0.5,
            "acc,exam_id__2016-20a": 0.375,
            "acc,exam_id__2012-09": 0.4155844155844156,
            "acc,exam_id__2011-03": 0.47474747474747475,
            "acc,exam_id__2012-06a": 0.475,
            "acc,exam_id__2010-01": 0.4235294117647059,
            "acc,exam_id__2017-24": 0.4875,
            "acc,exam_id__2010-02": 0.51,
            "acc,exam_id__2012-08": 0.475,
            "acc,exam_id__2016-21": 0.4375,
            "acc,exam_id__2016-20": 0.6,
            "acc,exam_id__2011-04": 0.475,
            "acc,exam_id__2012-07": 0.5,
            "main_score": 0.4865603644646925
        },
        "harness|assin2_rte|assin2_rte|None|15": {
            "f1_macro,all": 0.9188128244863994,
            "acc,all": 0.9191176470588235,
            "main_score": 0.9188128244863994
        },
        "harness|assin2_sts|assin2_sts|None|15": {
            "pearson,all": 0.7167709775420129,
            "mse,all": 0.7575787222222221,
            "main_score": 0.7167709775420129
        },
        "harness|faquad_nli|faquad_nli|None|15": {
            "f1_macro,all": 0.7593729655207628,
            "acc,all": 0.8661538461538462,
            "main_score": 0.7593729655207628
        },
        "harness|hatebr_offensive|hatebr_offensive|None|25": {
            "f1_macro,all": 0.8761395878040701,
            "acc,all": 0.8771428571428571,
            "main_score": 0.8761395878040701
        },
        "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
            "f1_macro,all": 0.7414977372760523,
            "acc,all": 0.7696827262044653,
            "main_score": 0.7414977372760523
        },
        "harness|tweetsentbr|tweetsentbr|None|25": {
            "f1_macro,all": 0.7080442610412353,
            "acc,all": 0.7393034825870647,
            "main_score": 0.7080442610412353
        }
    },
    "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": 2,
            "non_truncated": 1427,
            "padded": 0,
            "non_padded": 1429,
            "fewshots_truncated": 3,
            "mean_seq_length": 1415.7809657102869,
            "min_seq_length": 1185,
            "max_seq_length": 2376,
            "max_ctx_length": 2016,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 3.0,
            "mean_effective_fewshot_size": 2.9979006298110566
        },
        "harness|bluex|bluex|None|3": {
            "sample_size": 719,
            "truncated": 4,
            "non_truncated": 715,
            "padded": 0,
            "non_padded": 719,
            "fewshots_truncated": 5,
            "mean_seq_length": 1495.2378303198886,
            "min_seq_length": 1175,
            "max_seq_length": 2146,
            "max_ctx_length": 2016,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 3.0,
            "mean_effective_fewshot_size": 2.9930458970792766
        },
        "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": 1203.888382687927,
            "min_seq_length": 974,
            "max_seq_length": 1617,
            "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": 1307.2818627450981,
            "min_seq_length": 1288,
            "max_seq_length": 1369,
            "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": 1498.2818627450981,
            "min_seq_length": 1479,
            "max_seq_length": 1560,
            "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": 1438.6876923076923,
            "min_seq_length": 1394,
            "max_seq_length": 1534,
            "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": 1245.6992857142857,
            "min_seq_length": 1227,
            "max_seq_length": 1466,
            "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": 1688.62044653349,
            "min_seq_length": 1658,
            "max_seq_length": 1722,
            "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": 1539.0567164179104,
            "min_seq_length": 1521,
            "max_seq_length": 1587,
            "max_ctx_length": 2016,
            "max_gen_toks": 32,
            "mean_original_fewshots_size": 25.0,
            "mean_effective_fewshot_size": 25.0
        }
    },
    "summary_general": {
        "truncated": 6,
        "non_truncated": 14144,
        "padded": 0,
        "non_padded": 14150,
        "fewshots_truncated": 8
    }
}