File size: 12,258 Bytes
25044e6
5f92f29
25044e6
5f92f29
 
 
 
 
 
 
25044e6
5f92f29
 
 
 
 
25044e6
5f92f29
 
 
 
 
 
 
 
 
25044e6
5f92f29
 
 
 
 
 
 
 
 
25044e6
5f92f29
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
25044e6
 
5f92f29
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
25044e6
 
 
5f92f29
 
 
25044e6
 
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
5f92f29
 
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
 
 
25044e6
 
 
 
5f92f29
25044e6
 
 
5f92f29
25044e6
 
 
5f92f29
25044e6
 
 
5f92f29
25044e6
 
 
5f92f29
25044e6
 
 
5f92f29
25044e6
 
 
 
 
 
 
5f92f29
 
25044e6
 
 
 
5f92f29
 
 
25044e6
 
 
5f92f29
25044e6
5f92f29
 
25044e6
 
 
5f92f29
 
25044e6
5f92f29
25044e6
 
 
 
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
{
  "step": 105500,
  "crystallization": {
    "slot0_ce": 1.6622225046157837,
    "slot0_ppl": 5.27101268595611,
    "slot0_acc": 0.595507800579071,
    "causal_lm_ce": 1.5311720550060273,
    "causal_lm_ppl": 4.623592752827325,
    "causal_lm_acc": 0.611477792263031,
    "mean_plan_pause": 0.5485862284898758,
    "per_slot_acc": [
      0.595507800579071,
      0.4371093809604645,
      0.3169921934604645,
      0.23476561903953552,
      0.18203124403953552,
      0.13750000298023224,
      0.05156249925494194,
      0.05546874925494194,
      0.06875000149011612,
      0.05917968600988388,
      0.05234374850988388,
      0.05996093899011612,
      0.06523437798023224,
      0.0546875,
      0.0458984375,
      0.07988281548023224,
      0.05820312350988388,
      0.0625,
      0.06621094048023224,
      0.06718750298023224,
      0.06171875074505806,
      0.068359375,
      0.06113281100988388,
      0.06035156175494194,
      0.06640625,
      0.07089843600988388,
      0.06093750149011612,
      0.06230468675494194,
      0.06798943132162094,
      0.06371356546878815,
      0.068232960999012,
      0.0657910630106926,
      0.065426304936409,
      0.06768668442964554,
      0.0659736767411232,
      0.07201062887907028,
      0.07096768170595169,
      0.0682436004281044,
      0.07242675870656967,
      0.07701095193624496,
      0.076072558760643,
      0.07489804923534393,
      0.07112248986959457,
      0.06749451160430908,
      0.07228265702724457,
      0.0816536694765091,
      0.06897489726543427,
      0.07450846582651138,
      0.0674772560596466,
      0.06346741318702698,
      0.06750796735286713,
      0.06961502134799957,
      0.06840070337057114,
      0.05763889476656914,
      0.06445814669132233,
      0.07262647897005081,
      0.05406894534826279,
      0.06724672764539719,
      0.070048026740551,
      0.06905129551887512,
      0.06587334722280502,
      0.06987018138170242,
      0.05123468488454819,
      0.0578719861805439,
      0.059157419949769974,
      0.049347348511219025,
      0.053371310234069824,
      0.047219909727573395,
      0.05238068848848343,
      0.06489019095897675,
      0.0609363317489624,
      0.05877644568681717,
      0.07479767501354218,
      0.0562639944255352,
      0.04465726017951965,
      0.044268302619457245,
      0.047840412706136703,
      0.05366982892155647,
      0.04312526807188988,
      0.05177409201860428,
      0.04654914140701294,
      0.05816614627838135,
      0.052413154393434525,
      0.045634377747774124,
      0.04146602377295494,
      0.04622279852628708,
      0.05330605432391167,
      0.05263037607073784,
      0.04560557380318642,
      0.03866346925497055,
      0.05465855449438095,
      0.043680835515260696,
      0.03889264911413193,
      0.025178994983434677,
      0.03811141476035118,
      0.03958333283662796
    ],
    "per_slot_entropy": [
      0.4674500524997711,
      0.7802783250808716,
      1.0742617845535278,
      1.3449093103408813,
      1.5819367170333862,
      2.184095621109009,
      3.922560214996338,
      4.224471092224121,
      4.306208610534668,
      4.356972694396973,
      4.438023567199707,
      4.515223503112793,
      4.571393966674805,
      4.668587684631348,
      4.735049724578857,
      4.2593464851379395,
      4.853049278259277,
      4.91046142578125,
      4.888455867767334,
      5.010046005249023,
      5.053281784057617,
      5.085631370544434,
      5.137650489807129,
      5.184286594390869,
      5.218418598175049,
      5.265626907348633,
      5.3011674880981445,
      5.348525047302246,
      5.383389949798584,
      5.4296746253967285,
      5.4691548347473145,
      5.507866859436035,
      5.54647159576416,
      5.58273458480835,
      5.6498918533325195,
      5.65679407119751,
      5.464327335357666,
      5.03488826751709,
      5.0812788009643555,
      5.130118370056152,
      5.1806721687316895,
      5.2379255294799805,
      5.291325092315674,
      5.337025165557861,
      5.3868303298950195,
      5.43253755569458,
      5.477930545806885,
      5.523505210876465,
      5.577084541320801,
      5.620858192443848,
      5.66721773147583,
      5.712264060974121,
      5.75246000289917,
      5.796233177185059,
      5.838044166564941,
      5.881399154663086,
      5.922351837158203,
      5.967439651489258,
      6.005418300628662,
      6.043013095855713,
      6.089051246643066,
      6.130578994750977,
      6.172563552856445,
      6.218247413635254,
      6.254241943359375,
      6.296483993530273,
      6.336541175842285,
      6.369558811187744,
      6.403321743011475,
      6.444928169250488,
      6.493714809417725,
      6.5418291091918945,
      6.589001655578613,
      6.620169639587402,
      6.671649932861328,
      6.692941188812256,
      6.7116851806640625,
      6.733679294586182,
      6.764509677886963,
      6.778643608093262,
      6.8155837059021,
      6.829553127288818,
      6.846144199371338,
      6.893029689788818,
      6.917045593261719,
      6.964493751525879,
      7.074467658996582,
      7.11127233505249,
      7.145449161529541,
      7.160573482513428,
      7.165871620178223,
      7.1802978515625,
      7.197512626647949,
      7.201399803161621,
      7.223245143890381,
      7.237560272216797
    ]
  },
  "commonsense": {
    "commonsense_lm_acc": 0.9375,
    "commonsense_slot0_acc": 0.875,
    "mean_logprob_margin": 2.349940698593855,
    "num_pairs": 16,
    "details": [
      {
        "category": "emotion_cause",
        "correct": true,
        "logprob_good": -1.229,
        "logprob_bad": -3.342
      },
      {
        "category": "emotion_cause",
        "correct": true,
        "logprob_good": -0.904,
        "logprob_bad": -5.241
      },
      {
        "category": "physical_weight",
        "correct": true,
        "logprob_good": -1.881,
        "logprob_bad": -3.79
      },
      {
        "category": "physical_temperature",
        "correct": true,
        "logprob_good": -0.897,
        "logprob_bad": -2.812
      },
      {
        "category": "physical_temperature",
        "correct": true,
        "logprob_good": -2.745,
        "logprob_bad": -4.798
      },
      {
        "category": "physical_fragile",
        "correct": true,
        "logprob_good": -2.413,
        "logprob_bad": -4.861
      },
      {
        "category": "object_use",
        "correct": true,
        "logprob_good": -3.11,
        "logprob_bad": -4.776
      },
      {
        "category": "object_use",
        "correct": true,
        "logprob_good": -1.955,
        "logprob_bad": -4.411
      },
      {
        "category": "biological_need",
        "correct": true,
        "logprob_good": -1.401,
        "logprob_bad": -3.418
      },
      {
        "category": "biological_need",
        "correct": false,
        "logprob_good": -3.454,
        "logprob_bad": -3.383
      },
      {
        "category": "entity_tracking",
        "correct": true,
        "logprob_good": -0.597,
        "logprob_bad": -5.734
      },
      {
        "category": "entity_tracking",
        "correct": true,
        "logprob_good": -2.245,
        "logprob_bad": -4.326
      },
      {
        "category": "danger_reaction",
        "correct": true,
        "logprob_good": -1.211,
        "logprob_bad": -5.542
      },
      {
        "category": "social_repair",
        "correct": true,
        "logprob_good": -1.214,
        "logprob_bad": -3.966
      },
      {
        "category": "spatial_logic",
        "correct": true,
        "logprob_good": -1.894,
        "logprob_bad": -3.414
      },
      {
        "category": "weather_visibility",
        "correct": true,
        "logprob_good": -2.234,
        "logprob_bad": -3.167
      }
    ]
  },
  "generation_quality": {
    "prefix_word_order_kl": 4.045264522234599,
    "distinct_2": 0.8936134700745502,
    "distinct_3": 0.9851329961647938,
    "repeat_4gram_rate": 0.0024509803921568627,
    "prompt_entity_retention": 1.0,
    "samples": [
      {
        "prompt": "Once upon a time, Lily and a little bunny walked into the green forest to find the golden key near the locked treasure chest. Suddenly a big lion",
        "continuation": "appeared and said, \"Hello, little bunny! I have a special key to help you find the treasure. The key is very important to help, and it's to be kind to others. I will help you, but you must be very kind and help others too.\" The little bunny was very excited, so he listened to the little bunny's help. He followed the key to the treasure and"
      },
      {
        "prompt": "Once upon a time, there was a little robot named Beep who lived in a noisy workshop. One rainy morning, Beep found a tiny lost kitten by the door. Beep",
        "continuation": "wanted to help the kitten, so he decided to help it. Beep said, \"Don't worry, little kitten. I will help you find your way home and help you.\" BeBe be very kind and let the kitten follow him. The little kitten was a little scared, so they walked and walked until they found the little kitten. The little puppy was very happy and said, \"Thank"
      },
      {
        "prompt": "Sam and his sister Mia built a huge sandcastle on the beach near the waves. Suddenly, a big wave splashed toward their castle. Sam quickly",
        "continuation": "ran to Mia and said, \ufffdLet\ufffdThat\ufffd go!\ufffd. Mia was so excited to see the wave that she ran towards the waves. She jumped into the sand and splashed in it. It was so hard that it was too hard and too hard. Sam\ufffd was getting hurt, so he ran to Mia\ufffd He was in pain. Mia hugged him and said, \ufffdDon\ufffd"
      },
      {
        "prompt": "In a quiet village, an old baker dropped his round loaf of bread and it rolled out the door down the hill. A hungry puppy saw the bread and",
        "continuation": "ran towards it. He was so excited to have the bread, but he was also very hungry. The old one day, the puppy decided to eat the bread with a little bit of his little. He ate it and it was so sweet that he could not stop eating it. The old, old one day, the little puppy had to go home. He was so hungry that he forgot about eating"
      },
      {
        "prompt": "Lucy had a box of bright crayons, but she could not find the blue crayon to color the sky. She looked under her bed and",
        "continuation": "in her toy box, but it was not there. She looked under her bed, in the toy box, and in the living room. She could not find her crayon anywhere. She started to cry. Mommy heard her cry and came to see. She saw Lucy crying and asked, \"What's wrong, Lucy?\" Lucy showed her the red crayon. Mommy said,"
      },
      {
        "prompt": "One winter day, Max made a snowman in the yard with a carrot nose. When the warm sun came out in the afternoon, the snowman began to",
        "continuation": "melt. Max was so sad that he had to find a way to make the snowman melt. Max looked around and saw a big tree with a hole in it. He had an idea! He ran to the tree and got a big stick. He threw the stick into the hole and it made a big snowman! The snowman was so happy that he had made the snowman melt."
      }
    ]
  },
  "closed_loop": [
    {
      "bake_steps": 16,
      "prompt_overlap": 0,
      "first_token_acc": 0.34375,
      "token_acc": 0.045572916666666664,
      "exact_seq_acc": 0.0
    },
    {
      "bake_steps": 16,
      "prompt_overlap": 16,
      "first_token_acc": 0.09375,
      "token_acc": 0.02734375,
      "exact_seq_acc": 0.0
    },
    {
      "bake_steps": 96,
      "prompt_overlap": 0,
      "first_token_acc": 0.59375,
      "token_acc": 0.10677083333333333,
      "exact_seq_acc": 0.0
    },
    {
      "bake_steps": 96,
      "prompt_overlap": 16,
      "first_token_acc": 0.6875,
      "token_acc": 0.12239583333333333,
      "exact_seq_acc": 0.0
    }
  ]
}