File size: 17,940 Bytes
4315454
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
{
 "tag": "const_learned_l1_c",
 "chan": "const",
 "reader": "learned",
 "lam": 1.0,
 "ploss": "nce",
 "nll_own": [
  0.9066314101219177,
  1.7573214769363403,
  1.8607187271118164,
  1.9103676080703735,
  1.9380186796188354,
  1.9236325025558472,
  1.9482908248901367,
  1.9626258611679077
 ],
 "nll_foreign": [
  0.9066314101219177,
  1.85679292678833,
  1.9087836742401123,
  1.9543464183807373,
  1.9825915098190308,
  1.9723858833312988,
  1.9995744228363037,
  2.0108914375305176
 ],
 "nll_stale": [
  0.9066314101219177,
  1.7573214769363403,
  1.9166566133499146,
  1.9433807134628296,
  1.9745383262634277,
  1.962395429611206,
  1.9893847703933716,
  2.0016324520111084
 ],
 "bnd_own": 3.9929261207580566,
 "bnd_foreign": 4.392885208129883,
 "necessity_foreign": [
  0.054912298917770386,
  0.0012203415390104055
 ],
 "necessity_stale": [
  0.04072177782654762,
  0.0011492904741317034
 ],
 "S_cos": [
  0.9041312336921692,
  0.9225433468818665,
  0.923292338848114,
  0.9155594110488892,
  0.9152237772941589,
  0.9210723638534546,
  0.9172302484512329
 ],
 "R2": {
  "S": 0.7644665241241455,
  "persistence": -0.6493232250213623,
  "segment_mean": 0.021614670753479004
 },
 "collapse": 0.08215511590242386,
 "retrieval": {
  "S": 0.9857142908232552,
  "persistence": 0.014285713966403688,
  "chance": 0.0025
 },
 "identity_own": [
  0.12852738797664642,
  0.24431441724300385,
  0.3347770571708679,
  0.41146498918533325,
  0.4702221751213074
 ],
 "identity_donor": [
  0.8794351816177368,
  0.7330436110496521,
  0.6086723208427429,
  0.5037785172462463,
  0.41047248244285583
 ],
 "nll_corrupt": [
  0.9066314101219177,
  1.7573214769363403,
  1.8607187271118164,
  1.9543464183807373,
  1.9433808326721191,
  1.9275344610214233,
  1.9518342018127441,
  1.9654686450958252
 ],
 "track_fresh": [
  0.9127880334854126,
  0.918245255947113,
  0.9192537665367126,
  0.9175147414207458
 ],
 "track_stale": [
  0.14526711404323578,
  0.24004733562469482,
  0.32927170395851135,
  0.38500529527664185
 ],
 "observer_cos": [
  0.8980802297592163,
  0.9166558980941772,
  0.915850043296814,
  0.9089109301567078,
  0.9113166332244873,
  0.9172829985618591,
  0.9135491251945496
 ],
 "baselines": {
  "persistence": [
   0.1894218474626541,
   0.21796199679374695,
   0.21029981970787048,
   0.20732472836971283,
   0.24129211902618408,
   0.23056861758232117,
   0.2363065779209137
  ],
  "segment_mean": [
   0.21548640727996826,
   0.1783827543258667,
   0.16746534407138824,
   0.17131119966506958,
   0.18237286806106567,
   0.17225639522075653,
   0.17090824246406555
  ],
  "linear": [
   0.9238601038431224,
   0.9337300950608625,
   0.9338176472499475,
   0.9263463602935478,
   0.9285494316071017,
   0.9331582054067797,
   0.9302616621509197
  ]
 },
 "pr": 17.395628825339056,
 "words": {
  "reader_axes": {
   "0": {
    "pos": [
     "dummy",
     "effected",
     "hearty",
     "merely",
     "dealt",
     "lodging",
     "Accordingly",
     "your",
     "Change",
     "ppm"
    ],
    "neg": [
     "Maybe",
     "maybe",
     "Hmm",
     "perhaps",
     "mentions",
     "Wait",
     "mention",
     "yeah",
     "Perhaps",
     "reminds"
    ]
   },
   "1": {
    "pos": [
     "mention",
     "Mention",
     "mentioning",
     "highlight",
     "emphasize",
     "mentions",
     "Include",
     "Highlight",
     "highlighting",
     "recommending"
    ],
    "neg": [
     "isn",
     "yeah",
     "wait",
     "definitely",
     "Hmm",
     "comes",
     "seems",
     "maybe",
     "instrument",
     "reportedly"
    ]
   },
   "2": {
    "pos": [
     "might",
     "isn",
     "junction",
     "though",
     "qualify",
     "qualifies",
     "would",
     "per",
     "disrupt",
     "instead"
    ],
    "neg": [
     "Simpsons",
     "Helmet",
     "Buffy",
     "rugby",
     "Hou",
     "Cowboy",
     "bicycles",
     "Zack",
     "Bamboo",
     "Hogan"
    ]
   },
   "3": {
    "pos": [
     "Maybe",
     "maybe",
     "Perhaps",
     "explaining",
     "perhaps",
     "Yeah",
     "deterrent",
     "huh",
     "they",
     "Describe"
    ],
    "neg": [
     "recall",
     "remembers",
     "recalls",
     "remember",
     "memory",
     "recalled",
     "Recall",
     "remembered",
     "Memory",
     "confuse"
    ]
   },
   "4": {
    "pos": [
     "touchdowns",
     "wasted",
     "Luckily",
     "Fortunately",
     "Providing",
     "Taking",
     "Permissions",
     "Convenience",
     "Moreover",
     "Scholars"
    ],
    "neg": [
     "definitely",
     "categorized",
     "classified",
     "famous",
     "notable",
     "Definitely",
     "mention",
     "mentioned",
     "not",
     "classify"
    ]
   },
   "5": {
    "pos": [
     "fandom",
     "Deadpool",
     "Batman",
     "franchise",
     "Marvel",
     "franchises",
     "Mayweather",
     "titles",
     "title",
     "Blackhawks"
    ],
    "neg": [
     "heard",
     "shady",
     "might",
     "recalls",
     "remember",
     "believes",
     "should",
     "needs",
     "smelled",
     "learned"
    ]
   },
   "6": {
    "pos": [
     "Quite",
     "Playboy",
     "blockbuster",
     "Greatest",
     "Films",
     "Winning",
     "Rookie",
     "Fury",
     "reigning",
     "Lakers"
    ],
    "neg": [
     "instruments",
     "guitar",
     "instrument",
     "guitars",
     "chords",
     "chord",
     "musical",
     "Instruments",
     "musicians",
     "percussion"
    ]
   },
   "7": {
    "pos": [
     "they",
     "someone",
     "could",
     "their",
     "politicians",
     "some",
     "interpreting",
     "Loki",
     "isn",
     "may"
    ],
    "neg": [
     "Probably",
     "Definitely",
     "Certainly",
     "musical",
     "probable",
     "obvious",
     "definitely",
     "guitar",
     "staple",
     "violin"
    ]
   }
  },
  "write_mean": [
   "Anatomy",
   "Carb",
   "Nutrition",
   "Dietary",
   "Dairy",
   "Projectile",
   "Pasta",
   "yummy",
   "Marino",
   "Hydraulic"
  ],
  "write_pc0": {
   "pos": [
    "bathrooms",
    "Colbert",
    "Panthers",
    "ordinarily",
    "courteous",
    "Bathroom",
    "bothering",
    "pancreatic",
    "nausea",
    "Deferred"
   ],
   "neg": [
    "Stanley",
    "Stan",
    "Stewart",
    "acc",
    "out",
    "cons",
    "chief",
    "accused",
    "par",
    "Jack"
   ]
  },
  "write_pc1": {
   "pos": [
    "Annual",
    "Airways",
    "Sahara",
    "Airport",
    "budgets",
    "childcare",
    "trackers",
    "parachute",
    "Aviation",
    "annual"
   ],
   "neg": [
    "peppers",
    "tomatoes",
    "cooked",
    "todd",
    "boil",
    "soy",
    "tablespoon",
    "chromium",
    "inning",
    "dough"
   ]
  },
  "write_pc2": {
   "pos": [
    "autism",
    "livestock",
    "breeds",
    "android",
    "pandas",
    "animal",
    "prolific",
    "veterinary",
    "aquatic",
    "automotive"
   ],
   "neg": [
    "Fountain",
    "ejected",
    "Rotate",
    "Pickup",
    "Rotary",
    "Spit",
    "Desmond",
    "Jacket",
    "Stir",
    "Coffee"
   ]
  },
  "write_pc3": {
   "pos": [
    "mango",
    "catholic",
    "vegan",
    "pets",
    "Vegan",
    "veterinarian",
    "Catholics",
    "mammals",
    "Myanmar",
    "pundits"
   ],
   "neg": [
    "Building",
    "directional",
    "adding",
    "additions",
    "Winter",
    "winter",
    "individual",
    "Drill",
    "deadlines",
    "adds"
   ]
  }
 },
 "free": {
  "own": {
   "topic_own": [
    0.6704888939857483,
    0.03519228845834732,
    0.011904536746442318,
    0.006004796363413334,
    0.01650376245379448,
    0.018852606415748596,
    0.0028156237676739693,
    0.006228077225387096
   ],
   "topic_donor": [
    -0.010004443116486073,
    0.00016191531904041767,
    0.008137155324220657,
    0.014760090038180351,
    0.011008640751242638,
    0.0028583663515746593,
    0.0009048928041011095,
    0.008111203089356422
   ],
   "z_vs_own_run": [
    1.0,
    1.0,
    1.0,
    1.0,
    1.0,
    1.0,
    1.0,
    1.0
   ],
   "z_vs_donor_run": [
    0.07194475829601288,
    0.07311367988586426,
    0.046946875751018524,
    0.021034706383943558,
    -0.0037277918308973312,
    -0.007118687499314547,
    0.015688743442296982,
    0.05332723259925842
   ]
  },
  "corrupt": {
   "topic_own": [
    0.6704888939857483,
    0.03519228845834732,
    0.011904536746442318,
    0.008850092068314552,
    0.011077091097831726,
    0.012991526164114475,
    -0.0045171137899160385,
    -0.01372516993433237
   ],
   "topic_donor": [
    -0.010004443116486073,
    0.00016191531904041767,
    0.008137155324220657,
    0.012981051579117775,
    0.007049647159874439,
    0.0015569794923067093,
    0.02422182261943817,
    0.004443800542503595
   ],
   "z_vs_own_run": [
    1.0,
    1.0,
    1.0,
    0.03037262335419655,
    0.01995481364428997,
    0.016481585800647736,
    0.032087236642837524,
    0.06945867091417313
   ],
   "z_vs_donor_run": [
    0.07194475829601288,
    0.07311367988586426,
    0.046946875751018524,
    0.866201639175415,
    0.7532449960708618,
    0.6450405120849609,
    0.5652307271957397,
    0.48786401748657227
   ]
  },
  "S_cos_free": [
   0.8815005421638489,
   0.9062316417694092,
   0.9069890975952148,
   0.9197396636009216,
   0.8988279104232788,
   0.920184850692749,
   0.9118502140045166
  ],
  "examples": [
   {
    "trace_start": "<think>\nOkay, the user is asking about April Fools' Day. Let me start by recalling what I know. April Fools' Day is celebrated on April 1st, right? It's a day when people play pranks or jokes on each other. But I need to make sure I get the details",
    "donor_start": "<think>\nOkay, let me try to figure this out. The user is asking which of the car manufacturers Lila and Lincoln are Japanese or American. First, I need to check each name.\n\nStarting with \"Lila.\" I'm not sure about this one. I know that some car brands have names that might sound",
    "own": [
     " to be continued. \n\nWait, but the user might be looking for the final answer here. Let me check the initial question again. The user asked for the value of the expression, so I should present the final answer boxed. But the problem is that the expression is infinite, so maybe the user is referring to the",
     ". \"The reason for the change in the number of civil cases is because the number of civil cases in the first quarter of 2011 was unusually low due to a backlog that was resolved in the second quarter.\"\n\nI should also mention that the number of civil cases in the second quarter of 201",
     " the group of people who support the current government. Maybe they are not the majority, but they are the ones in power. So, the government could be authoritarian, and the opposition is the group that wants to change it. But the question is about the majority.\n\nWait, maybe the question is more straightforward. The user",
     ". Maybe the user is looking for a different approach. Let me think. Wait, maybe the user is confused about the notation. Let me check the original question again.\n\nWait, the user wrote \"the sum of the first 1000 even numbers.\" So the first even number is 2, the second"
    ],
    "corrupt": [
     " to be continued. \n\nWait, but the user might be looking for the final answer here. Let me check the initial question again. The user asked for the value of the expression, so I should present the final answer boxed. But the problem is that the expression is infinite, so maybe the user is referring to the",
     " the 1980s. The first question is about the general trend in the number of people who died from the disease. The answer is that the number of deaths decreased over time. Then, the second question is about the peak year of the disease's spread. The answer is 1982.",
     " But I think it's about the time to mention the traditional Japanese dishes. \n\nWait, but I should check if the user is asking for something else. Maybe they want to know about the history of Japanese cuisine, or the ingredients used in traditional dishes. \n\nAlternatively, they might be interested in the differences between Japanese and",
     " to be a team player, they need to have good communication skills. That's why it's important to teach them that from a young age. \n\nI should also mention how teamwork benefits them in the long run. Like, in school projects, or even in their future careers. Maybe use some examples of how the young"
    ]
   },
   {
    "trace_start": "<think>\nOkay, the user is asking where sloths live. Let me start by recalling what I know about sloths. There are two main types: two-toed and three-toed sloths. Both are arboreal, meaning they live in trees. They're found in Central and South America, right? But",
    "donor_start": "<think>\nOkay, the user is asking about April Fools' Day. Let me start by recalling what I know. April Fools' Day is celebrated on April 1st, right? It's a day when people play pranks or jokes on each other. But I need to make sure I get the details",
    "own": [
     " I should mention that the user is a student or someone who might be interested in learning more about the subject. Also, I need to make sure the information is accurate and up-to-date. I should check if there are any recent developments or changes in the field. Maybe include some key figures or notable works related to the",
     " example. The user might have a lot of different types of content, so it's important to be clear about what kind of content they're looking for. \n\nAlso, the user might be a new user, so I should make sure to explain the process clearly. Maybe they're not familiar with the platform or the specific",
     " groups. So, the answer would be the sum of the first n natural numbers. Wait, but the user is asking for the total number of ways, not the sum. Wait, no, maybe not. Let me think again.\n\nWait, the problem is about the number of ways to arrange the letters in \"ter",
     "1950s. So, the 1950s would be the 50s, but the 1950s is a decade, so the answer should be the 1950s. Wait, but the question is asking for the decade. So the answer is the"
    ],
    "corrupt": [
     " I should mention that the user is a student or someone who might be interested in learning more about the subject. Also, I need to make sure the information is accurate and up-to-date. I should check if there are any recent developments or changes in the field. Maybe include some key figures or notable works related to the",
     ". \n\nWait, maybe I should check if there's a standard name or if it's a trick question. But I don't recall a specific name for this particular term. Alternatively, maybe the user is referring to the concept of \"climax\" in a story, but that's more of a narrative term. \n\n",
     " But I need to check if the user is asking for a different type of solution, like a recipe or a method. Wait, the user mentioned \"solving the problem of making a cake.\" So the answer should be a step-by-step guide on how to make a cake. But the user might have meant the problem",
     " the goal is to create a sense of community and shared responsibility. \n\nAnother thing is that the term \"volunteer\" might be a bit misleading. While the volunteers are indeed unpaid, their role is crucial. They are the ones who often handle the day-to-day operations, from organizing events to providing direct services. I"
    ]
   },
   {
    "trace_start": "<think>\nOkay, the user is asking about the main areas of assembly in an automotive factory. Let me start by recalling what I know about automotive manufacturing processes. I remember that assembly lines are a big part of it, but there are several stages. Let me break it down step by step.\n\nFirst, there's the",
    "donor_start": "<think>\nOkay, the user is asking where sloths live. Let me start by recalling what I know about sloths. There are two main types: two-toed and three-toed sloths. Both are arboreal, meaning they live in trees. They're found in Central and South America, right? But",
    "own": [
     " advantages and disadvantages of different types of games, like cooperative vs. competitive, or digital vs. physical. Maybe also touch on the role of storytelling in games.\n\nI think that's a good start. Let me structure this into sections. First, define what a game is. Then, list the key elements. Then,",
     " a lot of them. So that's why I think that's important. \n\nI think the main thing is that people need to understand that the way to reduce the number of people who die from these diseases is to increase the number of people who are tested and get the right treatment. So, if they don't get",
     ". \n\nI need to make sure that I'm not missing any other types of sentences. Let me think. \n\nThere are also imperative sentences, like \"Come here.\" But the user didn't mention those. Also, exclamations like \"Wow, that's amazing!\" but again, not specified. \n\nSo,",
     " date. But I need to check if that's the case. Let me think. \n\nWait, the user is asking for the date of the first moon landing. I know that the Apollo 11 mission was the first manned mission to land on the Moon. The date is July 20, 19"
    ],
    "corrupt": [
     " advantages and disadvantages of different types of games, like cooperative vs. competitive, or digital vs. physical. Maybe also touch on the role of storytelling in games.\n\nI think that's a good start. Let me structure this into sections. First, define what a game is. Then, list the key elements. Then,",
     ": 0.003333333333333333333333333333333333333333333333333333333333",
     "4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.4.",
     " a lot of people might not know that the majority of the world's population is in the developing world. So, the majority of the people in the world are in the developing countries. That's something that's often overlooked. Then, the development of the developing countries is crucial for the global development. So, I need"
    ]
   }
  ]
 }
}