open-ko-llm-bot commited on
Commit
a20376e
1 Parent(s): 634f921

Add results for 2023-11-26 05:24:47

Browse files
etri-xainlp/llama2-ko-13b-instruct-v1.1/result_2023-11-26 05:24:47.json ADDED
@@ -0,0 +1,444 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "harness|ko_arc_challenge|25": {
4
+ "acc": 0.3447098976109215,
5
+ "acc_stderr": 0.013888816286782112,
6
+ "acc_norm": 0.39761092150170646,
7
+ "acc_norm_stderr": 0.014301752223279531
8
+ },
9
+ "harness|ko_hellaswag|10": {
10
+ "acc": 0.3676558454491137,
11
+ "acc_stderr": 0.004811815959388828,
12
+ "acc_norm": 0.46574387572196774,
13
+ "acc_norm_stderr": 0.004978056798794866
14
+ },
15
+ "harness|ko_mmlu_world_religions|5": {
16
+ "acc": 0.42105263157894735,
17
+ "acc_stderr": 0.037867207062342145,
18
+ "acc_norm": 0.42105263157894735,
19
+ "acc_norm_stderr": 0.037867207062342145
20
+ },
21
+ "harness|ko_mmlu_management|5": {
22
+ "acc": 0.4174757281553398,
23
+ "acc_stderr": 0.04882840548212238,
24
+ "acc_norm": 0.4174757281553398,
25
+ "acc_norm_stderr": 0.04882840548212238
26
+ },
27
+ "harness|ko_mmlu_miscellaneous|5": {
28
+ "acc": 0.4661558109833972,
29
+ "acc_stderr": 0.017838956009136802,
30
+ "acc_norm": 0.4661558109833972,
31
+ "acc_norm_stderr": 0.017838956009136802
32
+ },
33
+ "harness|ko_mmlu_anatomy|5": {
34
+ "acc": 0.2962962962962963,
35
+ "acc_stderr": 0.039446241625011175,
36
+ "acc_norm": 0.2962962962962963,
37
+ "acc_norm_stderr": 0.039446241625011175
38
+ },
39
+ "harness|ko_mmlu_abstract_algebra|5": {
40
+ "acc": 0.3,
41
+ "acc_stderr": 0.046056618647183814,
42
+ "acc_norm": 0.3,
43
+ "acc_norm_stderr": 0.046056618647183814
44
+ },
45
+ "harness|ko_mmlu_conceptual_physics|5": {
46
+ "acc": 0.33191489361702126,
47
+ "acc_stderr": 0.030783736757745647,
48
+ "acc_norm": 0.33191489361702126,
49
+ "acc_norm_stderr": 0.030783736757745647
50
+ },
51
+ "harness|ko_mmlu_virology|5": {
52
+ "acc": 0.3072289156626506,
53
+ "acc_stderr": 0.03591566797824665,
54
+ "acc_norm": 0.3072289156626506,
55
+ "acc_norm_stderr": 0.03591566797824665
56
+ },
57
+ "harness|ko_mmlu_philosophy|5": {
58
+ "acc": 0.40836012861736337,
59
+ "acc_stderr": 0.027917050748484627,
60
+ "acc_norm": 0.40836012861736337,
61
+ "acc_norm_stderr": 0.027917050748484627
62
+ },
63
+ "harness|ko_mmlu_human_aging|5": {
64
+ "acc": 0.3901345291479821,
65
+ "acc_stderr": 0.03273766725459157,
66
+ "acc_norm": 0.3901345291479821,
67
+ "acc_norm_stderr": 0.03273766725459157
68
+ },
69
+ "harness|ko_mmlu_human_sexuality|5": {
70
+ "acc": 0.4122137404580153,
71
+ "acc_stderr": 0.04317171194870255,
72
+ "acc_norm": 0.4122137404580153,
73
+ "acc_norm_stderr": 0.04317171194870255
74
+ },
75
+ "harness|ko_mmlu_medical_genetics|5": {
76
+ "acc": 0.42,
77
+ "acc_stderr": 0.049604496374885836,
78
+ "acc_norm": 0.42,
79
+ "acc_norm_stderr": 0.049604496374885836
80
+ },
81
+ "harness|ko_mmlu_high_school_geography|5": {
82
+ "acc": 0.43434343434343436,
83
+ "acc_stderr": 0.03531505879359183,
84
+ "acc_norm": 0.43434343434343436,
85
+ "acc_norm_stderr": 0.03531505879359183
86
+ },
87
+ "harness|ko_mmlu_electrical_engineering|5": {
88
+ "acc": 0.27586206896551724,
89
+ "acc_stderr": 0.037245636197746325,
90
+ "acc_norm": 0.27586206896551724,
91
+ "acc_norm_stderr": 0.037245636197746325
92
+ },
93
+ "harness|ko_mmlu_college_physics|5": {
94
+ "acc": 0.24509803921568626,
95
+ "acc_stderr": 0.042801058373643966,
96
+ "acc_norm": 0.24509803921568626,
97
+ "acc_norm_stderr": 0.042801058373643966
98
+ },
99
+ "harness|ko_mmlu_high_school_microeconomics|5": {
100
+ "acc": 0.37815126050420167,
101
+ "acc_stderr": 0.031499305777849054,
102
+ "acc_norm": 0.37815126050420167,
103
+ "acc_norm_stderr": 0.031499305777849054
104
+ },
105
+ "harness|ko_mmlu_high_school_macroeconomics|5": {
106
+ "acc": 0.3641025641025641,
107
+ "acc_stderr": 0.024396672985094778,
108
+ "acc_norm": 0.3641025641025641,
109
+ "acc_norm_stderr": 0.024396672985094778
110
+ },
111
+ "harness|ko_mmlu_computer_security|5": {
112
+ "acc": 0.45,
113
+ "acc_stderr": 0.05,
114
+ "acc_norm": 0.45,
115
+ "acc_norm_stderr": 0.05
116
+ },
117
+ "harness|ko_mmlu_global_facts|5": {
118
+ "acc": 0.38,
119
+ "acc_stderr": 0.04878317312145632,
120
+ "acc_norm": 0.38,
121
+ "acc_norm_stderr": 0.04878317312145632
122
+ },
123
+ "harness|ko_mmlu_jurisprudence|5": {
124
+ "acc": 0.46296296296296297,
125
+ "acc_stderr": 0.04820403072760626,
126
+ "acc_norm": 0.46296296296296297,
127
+ "acc_norm_stderr": 0.04820403072760626
128
+ },
129
+ "harness|ko_mmlu_high_school_chemistry|5": {
130
+ "acc": 0.270935960591133,
131
+ "acc_stderr": 0.031270907132976984,
132
+ "acc_norm": 0.270935960591133,
133
+ "acc_norm_stderr": 0.031270907132976984
134
+ },
135
+ "harness|ko_mmlu_high_school_biology|5": {
136
+ "acc": 0.36451612903225805,
137
+ "acc_stderr": 0.02737987122994324,
138
+ "acc_norm": 0.36451612903225805,
139
+ "acc_norm_stderr": 0.02737987122994324
140
+ },
141
+ "harness|ko_mmlu_marketing|5": {
142
+ "acc": 0.594017094017094,
143
+ "acc_stderr": 0.03217180182641087,
144
+ "acc_norm": 0.594017094017094,
145
+ "acc_norm_stderr": 0.03217180182641087
146
+ },
147
+ "harness|ko_mmlu_clinical_knowledge|5": {
148
+ "acc": 0.33584905660377357,
149
+ "acc_stderr": 0.029067220146644823,
150
+ "acc_norm": 0.33584905660377357,
151
+ "acc_norm_stderr": 0.029067220146644823
152
+ },
153
+ "harness|ko_mmlu_public_relations|5": {
154
+ "acc": 0.4909090909090909,
155
+ "acc_stderr": 0.04788339768702861,
156
+ "acc_norm": 0.4909090909090909,
157
+ "acc_norm_stderr": 0.04788339768702861
158
+ },
159
+ "harness|ko_mmlu_high_school_mathematics|5": {
160
+ "acc": 0.26666666666666666,
161
+ "acc_stderr": 0.026962424325073838,
162
+ "acc_norm": 0.26666666666666666,
163
+ "acc_norm_stderr": 0.026962424325073838
164
+ },
165
+ "harness|ko_mmlu_high_school_physics|5": {
166
+ "acc": 0.33112582781456956,
167
+ "acc_stderr": 0.038425817186598696,
168
+ "acc_norm": 0.33112582781456956,
169
+ "acc_norm_stderr": 0.038425817186598696
170
+ },
171
+ "harness|ko_mmlu_sociology|5": {
172
+ "acc": 0.4975124378109453,
173
+ "acc_stderr": 0.03535490150137289,
174
+ "acc_norm": 0.4975124378109453,
175
+ "acc_norm_stderr": 0.03535490150137289
176
+ },
177
+ "harness|ko_mmlu_college_medicine|5": {
178
+ "acc": 0.3179190751445087,
179
+ "acc_stderr": 0.03550683989165581,
180
+ "acc_norm": 0.3179190751445087,
181
+ "acc_norm_stderr": 0.03550683989165581
182
+ },
183
+ "harness|ko_mmlu_elementary_mathematics|5": {
184
+ "acc": 0.29894179894179895,
185
+ "acc_stderr": 0.02357760479165581,
186
+ "acc_norm": 0.29894179894179895,
187
+ "acc_norm_stderr": 0.02357760479165581
188
+ },
189
+ "harness|ko_mmlu_college_biology|5": {
190
+ "acc": 0.3541666666666667,
191
+ "acc_stderr": 0.039994111357535424,
192
+ "acc_norm": 0.3541666666666667,
193
+ "acc_norm_stderr": 0.039994111357535424
194
+ },
195
+ "harness|ko_mmlu_college_chemistry|5": {
196
+ "acc": 0.28,
197
+ "acc_stderr": 0.04512608598542128,
198
+ "acc_norm": 0.28,
199
+ "acc_norm_stderr": 0.04512608598542128
200
+ },
201
+ "harness|ko_mmlu_us_foreign_policy|5": {
202
+ "acc": 0.49,
203
+ "acc_stderr": 0.05024183937956911,
204
+ "acc_norm": 0.49,
205
+ "acc_norm_stderr": 0.05024183937956911
206
+ },
207
+ "harness|ko_mmlu_moral_disputes|5": {
208
+ "acc": 0.38439306358381503,
209
+ "acc_stderr": 0.026189666966272035,
210
+ "acc_norm": 0.38439306358381503,
211
+ "acc_norm_stderr": 0.026189666966272035
212
+ },
213
+ "harness|ko_mmlu_logical_fallacies|5": {
214
+ "acc": 0.3987730061349693,
215
+ "acc_stderr": 0.03847021420456023,
216
+ "acc_norm": 0.3987730061349693,
217
+ "acc_norm_stderr": 0.03847021420456023
218
+ },
219
+ "harness|ko_mmlu_prehistory|5": {
220
+ "acc": 0.4074074074074074,
221
+ "acc_stderr": 0.02733954664066273,
222
+ "acc_norm": 0.4074074074074074,
223
+ "acc_norm_stderr": 0.02733954664066273
224
+ },
225
+ "harness|ko_mmlu_college_mathematics|5": {
226
+ "acc": 0.31,
227
+ "acc_stderr": 0.04648231987117316,
228
+ "acc_norm": 0.31,
229
+ "acc_norm_stderr": 0.04648231987117316
230
+ },
231
+ "harness|ko_mmlu_high_school_government_and_politics|5": {
232
+ "acc": 0.47668393782383417,
233
+ "acc_stderr": 0.03604513672442206,
234
+ "acc_norm": 0.47668393782383417,
235
+ "acc_norm_stderr": 0.03604513672442206
236
+ },
237
+ "harness|ko_mmlu_econometrics|5": {
238
+ "acc": 0.2894736842105263,
239
+ "acc_stderr": 0.04266339443159395,
240
+ "acc_norm": 0.2894736842105263,
241
+ "acc_norm_stderr": 0.04266339443159395
242
+ },
243
+ "harness|ko_mmlu_high_school_psychology|5": {
244
+ "acc": 0.46972477064220186,
245
+ "acc_stderr": 0.021397988604936965,
246
+ "acc_norm": 0.46972477064220186,
247
+ "acc_norm_stderr": 0.021397988604936965
248
+ },
249
+ "harness|ko_mmlu_formal_logic|5": {
250
+ "acc": 0.30158730158730157,
251
+ "acc_stderr": 0.04104947269903394,
252
+ "acc_norm": 0.30158730158730157,
253
+ "acc_norm_stderr": 0.04104947269903394
254
+ },
255
+ "harness|ko_mmlu_nutrition|5": {
256
+ "acc": 0.3660130718954248,
257
+ "acc_stderr": 0.027582811415159596,
258
+ "acc_norm": 0.3660130718954248,
259
+ "acc_norm_stderr": 0.027582811415159596
260
+ },
261
+ "harness|ko_mmlu_business_ethics|5": {
262
+ "acc": 0.48,
263
+ "acc_stderr": 0.050211673156867795,
264
+ "acc_norm": 0.48,
265
+ "acc_norm_stderr": 0.050211673156867795
266
+ },
267
+ "harness|ko_mmlu_international_law|5": {
268
+ "acc": 0.5371900826446281,
269
+ "acc_stderr": 0.04551711196104218,
270
+ "acc_norm": 0.5371900826446281,
271
+ "acc_norm_stderr": 0.04551711196104218
272
+ },
273
+ "harness|ko_mmlu_astronomy|5": {
274
+ "acc": 0.35526315789473684,
275
+ "acc_stderr": 0.03894734487013316,
276
+ "acc_norm": 0.35526315789473684,
277
+ "acc_norm_stderr": 0.03894734487013316
278
+ },
279
+ "harness|ko_mmlu_professional_psychology|5": {
280
+ "acc": 0.30718954248366015,
281
+ "acc_stderr": 0.01866335967146367,
282
+ "acc_norm": 0.30718954248366015,
283
+ "acc_norm_stderr": 0.01866335967146367
284
+ },
285
+ "harness|ko_mmlu_professional_accounting|5": {
286
+ "acc": 0.30141843971631205,
287
+ "acc_stderr": 0.02737412888263115,
288
+ "acc_norm": 0.30141843971631205,
289
+ "acc_norm_stderr": 0.02737412888263115
290
+ },
291
+ "harness|ko_mmlu_machine_learning|5": {
292
+ "acc": 0.1875,
293
+ "acc_stderr": 0.0370468111477387,
294
+ "acc_norm": 0.1875,
295
+ "acc_norm_stderr": 0.0370468111477387
296
+ },
297
+ "harness|ko_mmlu_high_school_statistics|5": {
298
+ "acc": 0.3148148148148148,
299
+ "acc_stderr": 0.0316746870682898,
300
+ "acc_norm": 0.3148148148148148,
301
+ "acc_norm_stderr": 0.0316746870682898
302
+ },
303
+ "harness|ko_mmlu_moral_scenarios|5": {
304
+ "acc": 0.24692737430167597,
305
+ "acc_stderr": 0.014422292204808852,
306
+ "acc_norm": 0.24692737430167597,
307
+ "acc_norm_stderr": 0.014422292204808852
308
+ },
309
+ "harness|ko_mmlu_college_computer_science|5": {
310
+ "acc": 0.27,
311
+ "acc_stderr": 0.0446196043338474,
312
+ "acc_norm": 0.27,
313
+ "acc_norm_stderr": 0.0446196043338474
314
+ },
315
+ "harness|ko_mmlu_high_school_computer_science|5": {
316
+ "acc": 0.4,
317
+ "acc_stderr": 0.049236596391733084,
318
+ "acc_norm": 0.4,
319
+ "acc_norm_stderr": 0.049236596391733084
320
+ },
321
+ "harness|ko_mmlu_professional_medicine|5": {
322
+ "acc": 0.35294117647058826,
323
+ "acc_stderr": 0.029029422815681407,
324
+ "acc_norm": 0.35294117647058826,
325
+ "acc_norm_stderr": 0.029029422815681407
326
+ },
327
+ "harness|ko_mmlu_security_studies|5": {
328
+ "acc": 0.3673469387755102,
329
+ "acc_stderr": 0.030862144921087565,
330
+ "acc_norm": 0.3673469387755102,
331
+ "acc_norm_stderr": 0.030862144921087565
332
+ },
333
+ "harness|ko_mmlu_high_school_world_history|5": {
334
+ "acc": 0.5063291139240507,
335
+ "acc_stderr": 0.0325446201076786,
336
+ "acc_norm": 0.5063291139240507,
337
+ "acc_norm_stderr": 0.0325446201076786
338
+ },
339
+ "harness|ko_mmlu_professional_law|5": {
340
+ "acc": 0.35071707953063885,
341
+ "acc_stderr": 0.012187773370741523,
342
+ "acc_norm": 0.35071707953063885,
343
+ "acc_norm_stderr": 0.012187773370741523
344
+ },
345
+ "harness|ko_mmlu_high_school_us_history|5": {
346
+ "acc": 0.4166666666666667,
347
+ "acc_stderr": 0.0346022832723917,
348
+ "acc_norm": 0.4166666666666667,
349
+ "acc_norm_stderr": 0.0346022832723917
350
+ },
351
+ "harness|ko_mmlu_high_school_european_history|5": {
352
+ "acc": 0.503030303030303,
353
+ "acc_stderr": 0.03904272341431856,
354
+ "acc_norm": 0.503030303030303,
355
+ "acc_norm_stderr": 0.03904272341431856
356
+ },
357
+ "harness|ko_truthfulqa_mc|0": {
358
+ "mc1": 0.2594859241126071,
359
+ "mc1_stderr": 0.015345409485557956,
360
+ "mc2": 0.4195624279144106,
361
+ "mc2_stderr": 0.015536654449711767
362
+ },
363
+ "harness|ko_commongen_v2|2": {
364
+ "acc": 0.3541912632821724,
365
+ "acc_stderr": 0.016443175749214757,
366
+ "acc_norm": 0.39669421487603307,
367
+ "acc_norm_stderr": 0.016819438642971404
368
+ }
369
+ },
370
+ "versions": {
371
+ "all": 0,
372
+ "harness|ko_arc_challenge|25": 0,
373
+ "harness|ko_hellaswag|10": 0,
374
+ "harness|ko_mmlu_world_religions|5": 1,
375
+ "harness|ko_mmlu_management|5": 1,
376
+ "harness|ko_mmlu_miscellaneous|5": 1,
377
+ "harness|ko_mmlu_anatomy|5": 1,
378
+ "harness|ko_mmlu_abstract_algebra|5": 1,
379
+ "harness|ko_mmlu_conceptual_physics|5": 1,
380
+ "harness|ko_mmlu_virology|5": 1,
381
+ "harness|ko_mmlu_philosophy|5": 1,
382
+ "harness|ko_mmlu_human_aging|5": 1,
383
+ "harness|ko_mmlu_human_sexuality|5": 1,
384
+ "harness|ko_mmlu_medical_genetics|5": 1,
385
+ "harness|ko_mmlu_high_school_geography|5": 1,
386
+ "harness|ko_mmlu_electrical_engineering|5": 1,
387
+ "harness|ko_mmlu_college_physics|5": 1,
388
+ "harness|ko_mmlu_high_school_microeconomics|5": 1,
389
+ "harness|ko_mmlu_high_school_macroeconomics|5": 1,
390
+ "harness|ko_mmlu_computer_security|5": 1,
391
+ "harness|ko_mmlu_global_facts|5": 1,
392
+ "harness|ko_mmlu_jurisprudence|5": 1,
393
+ "harness|ko_mmlu_high_school_chemistry|5": 1,
394
+ "harness|ko_mmlu_high_school_biology|5": 1,
395
+ "harness|ko_mmlu_marketing|5": 1,
396
+ "harness|ko_mmlu_clinical_knowledge|5": 1,
397
+ "harness|ko_mmlu_public_relations|5": 1,
398
+ "harness|ko_mmlu_high_school_mathematics|5": 1,
399
+ "harness|ko_mmlu_high_school_physics|5": 1,
400
+ "harness|ko_mmlu_sociology|5": 1,
401
+ "harness|ko_mmlu_college_medicine|5": 1,
402
+ "harness|ko_mmlu_elementary_mathematics|5": 1,
403
+ "harness|ko_mmlu_college_biology|5": 1,
404
+ "harness|ko_mmlu_college_chemistry|5": 1,
405
+ "harness|ko_mmlu_us_foreign_policy|5": 1,
406
+ "harness|ko_mmlu_moral_disputes|5": 1,
407
+ "harness|ko_mmlu_logical_fallacies|5": 1,
408
+ "harness|ko_mmlu_prehistory|5": 1,
409
+ "harness|ko_mmlu_college_mathematics|5": 1,
410
+ "harness|ko_mmlu_high_school_government_and_politics|5": 1,
411
+ "harness|ko_mmlu_econometrics|5": 1,
412
+ "harness|ko_mmlu_high_school_psychology|5": 1,
413
+ "harness|ko_mmlu_formal_logic|5": 1,
414
+ "harness|ko_mmlu_nutrition|5": 1,
415
+ "harness|ko_mmlu_business_ethics|5": 1,
416
+ "harness|ko_mmlu_international_law|5": 1,
417
+ "harness|ko_mmlu_astronomy|5": 1,
418
+ "harness|ko_mmlu_professional_psychology|5": 1,
419
+ "harness|ko_mmlu_professional_accounting|5": 1,
420
+ "harness|ko_mmlu_machine_learning|5": 1,
421
+ "harness|ko_mmlu_high_school_statistics|5": 1,
422
+ "harness|ko_mmlu_moral_scenarios|5": 1,
423
+ "harness|ko_mmlu_college_computer_science|5": 1,
424
+ "harness|ko_mmlu_high_school_computer_science|5": 1,
425
+ "harness|ko_mmlu_professional_medicine|5": 1,
426
+ "harness|ko_mmlu_security_studies|5": 1,
427
+ "harness|ko_mmlu_high_school_world_history|5": 1,
428
+ "harness|ko_mmlu_professional_law|5": 1,
429
+ "harness|ko_mmlu_high_school_us_history|5": 1,
430
+ "harness|ko_mmlu_high_school_european_history|5": 1,
431
+ "harness|ko_truthfulqa_mc|0": 0,
432
+ "harness|ko_commongen_v2|2": 1
433
+ },
434
+ "config_general": {
435
+ "model_name": "etri-xainlp/llama2-ko-13b-instruct-v1.1",
436
+ "model_sha": "159f0e387cfaff0e87278a95af4803ae9dd8b718",
437
+ "model_dtype": "torch.float16",
438
+ "lighteval_sha": "",
439
+ "num_few_shot_default": 0,
440
+ "num_fewshot_seeds": 1,
441
+ "override_batch_size": 1,
442
+ "max_samples": null
443
+ }
444
+ }