Hugging Face's logo

Spaces:
mohamedriazkhanm
/
Citizen_AI
Running

App Files Community
mohamedriazkhanm commited on
Commit
77fdf6a
·
verified ·
1 Parent(s): e2c2e3f

Upload Citizen_AI (3).ipynb

Browse files
Files changed (1) hide show
  1. Citizen_AI (3).ipynb +1260 -0
Citizen_AI (3).ipynb ADDED
@@ -0,0 +1,1260 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "nbformat": 4,
3
+ "nbformat_minor": 0,
4
+ "metadata": {
5
+ "colab": {
6
+ "provenance": [],
7
+ "gpuType": "T4"
8
+ },
9
+ "kernelspec": {
10
+ "name": "python3",
11
+ "display_name": "Python 3"
12
+ },
13
+ "language_info": {
14
+ "name": "python"
15
+ },
16
+ "accelerator": "GPU",
17
+ "widgets": {
18
+ "application/vnd.jupyter.widget-state+json": {
19
+ "ead6a92487cd48759e9f9681e0a6bafb": {
20
+ "model_module": "@jupyter-widgets/controls",
21
+ "model_name": "HBoxModel",
22
+ "model_module_version": "1.5.0",
23
+ "state": {
24
+ "_dom_classes": [],
25
+ "_model_module": "@jupyter-widgets/controls",
26
+ "_model_module_version": "1.5.0",
27
+ "_model_name": "HBoxModel",
28
+ "_view_count": null,
29
+ "_view_module": "@jupyter-widgets/controls",
30
+ "_view_module_version": "1.5.0",
31
+ "_view_name": "HBoxView",
32
+ "box_style": "",
33
+ "children": [
34
+ "IPY_MODEL_9408da504daa4f488ce1588a54d1163d",
35
+ "IPY_MODEL_b3309d8dc3b44b8697e49595ddc4b590",
36
+ "IPY_MODEL_22567721430d4843a3c8a745078cdef7"
37
+ ],
38
+ "layout": "IPY_MODEL_640197f87e8348a699ec75ea311043ac"
39
+ }
40
+ },
41
+ "9408da504daa4f488ce1588a54d1163d": {
42
+ "model_module": "@jupyter-widgets/controls",
43
+ "model_name": "HTMLModel",
44
+ "model_module_version": "1.5.0",
45
+ "state": {
46
+ "_dom_classes": [],
47
+ "_model_module": "@jupyter-widgets/controls",
48
+ "_model_module_version": "1.5.0",
49
+ "_model_name": "HTMLModel",
50
+ "_view_count": null,
51
+ "_view_module": "@jupyter-widgets/controls",
52
+ "_view_module_version": "1.5.0",
53
+ "_view_name": "HTMLView",
54
+ "description": "",
55
+ "description_tooltip": null,
56
+ "layout": "IPY_MODEL_b02f0b6ce7494a5592534b34522001d2",
57
+ "placeholder": "​",
58
+ "style": "IPY_MODEL_ccfd2e67f96e45f99575a02b127f35cb",
59
+ "value": "config.json: 100%"
60
+ }
61
+ },
62
+ "b3309d8dc3b44b8697e49595ddc4b590": {
63
+ "model_module": "@jupyter-widgets/controls",
64
+ "model_name": "FloatProgressModel",
65
+ "model_module_version": "1.5.0",
66
+ "state": {
67
+ "_dom_classes": [],
68
+ "_model_module": "@jupyter-widgets/controls",
69
+ "_model_module_version": "1.5.0",
70
+ "_model_name": "FloatProgressModel",
71
+ "_view_count": null,
72
+ "_view_module": "@jupyter-widgets/controls",
73
+ "_view_module_version": "1.5.0",
74
+ "_view_name": "ProgressView",
75
+ "bar_style": "success",
76
+ "description": "",
77
+ "description_tooltip": null,
78
+ "layout": "IPY_MODEL_3837a46e13914bd494366be76827c2a4",
79
+ "max": 554,
80
+ "min": 0,
81
+ "orientation": "horizontal",
82
+ "style": "IPY_MODEL_69ca386feaa247b39424aa9e1a10ed65",
83
+ "value": 554
84
+ }
85
+ },
86
+ "22567721430d4843a3c8a745078cdef7": {
87
+ "model_module": "@jupyter-widgets/controls",
88
+ "model_name": "HTMLModel",
89
+ "model_module_version": "1.5.0",
90
+ "state": {
91
+ "_dom_classes": [],
92
+ "_model_module": "@jupyter-widgets/controls",
93
+ "_model_module_version": "1.5.0",
94
+ "_model_name": "HTMLModel",
95
+ "_view_count": null,
96
+ "_view_module": "@jupyter-widgets/controls",
97
+ "_view_module_version": "1.5.0",
98
+ "_view_name": "HTMLView",
99
+ "description": "",
100
+ "description_tooltip": null,
101
+ "layout": "IPY_MODEL_95c01b66508b47598aee04eca85afe63",
102
+ "placeholder": "​",
103
+ "style": "IPY_MODEL_3cc95e79c0954c208412d615a2942c61",
104
+ "value": " 554/554 [00:00<00:00, 34.9kB/s]"
105
+ }
106
+ },
107
+ "640197f87e8348a699ec75ea311043ac": {
108
+ "model_module": "@jupyter-widgets/base",
109
+ "model_name": "LayoutModel",
110
+ "model_module_version": "1.2.0",
111
+ "state": {
112
+ "_model_module": "@jupyter-widgets/base",
113
+ "_model_module_version": "1.2.0",
114
+ "_model_name": "LayoutModel",
115
+ "_view_count": null,
116
+ "_view_module": "@jupyter-widgets/base",
117
+ "_view_module_version": "1.2.0",
118
+ "_view_name": "LayoutView",
119
+ "align_content": null,
120
+ "align_items": null,
121
+ "align_self": null,
122
+ "border": null,
123
+ "bottom": null,
124
+ "display": null,
125
+ "flex": null,
126
+ "flex_flow": null,
127
+ "grid_area": null,
128
+ "grid_auto_columns": null,
129
+ "grid_auto_flow": null,
130
+ "grid_auto_rows": null,
131
+ "grid_column": null,
132
+ "grid_gap": null,
133
+ "grid_row": null,
134
+ "grid_template_areas": null,
135
+ "grid_template_columns": null,
136
+ "grid_template_rows": null,
137
+ "height": null,
138
+ "justify_content": null,
139
+ "justify_items": null,
140
+ "left": null,
141
+ "margin": null,
142
+ "max_height": null,
143
+ "max_width": null,
144
+ "min_height": null,
145
+ "min_width": null,
146
+ "object_fit": null,
147
+ "object_position": null,
148
+ "order": null,
149
+ "overflow": null,
150
+ "overflow_x": null,
151
+ "overflow_y": null,
152
+ "padding": null,
153
+ "right": null,
154
+ "top": null,
155
+ "visibility": null,
156
+ "width": null
157
+ }
158
+ },
159
+ "b02f0b6ce7494a5592534b34522001d2": {
160
+ "model_module": "@jupyter-widgets/base",
161
+ "model_name": "LayoutModel",
162
+ "model_module_version": "1.2.0",
163
+ "state": {
164
+ "_model_module": "@jupyter-widgets/base",
165
+ "_model_module_version": "1.2.0",
166
+ "_model_name": "LayoutModel",
167
+ "_view_count": null,
168
+ "_view_module": "@jupyter-widgets/base",
169
+ "_view_module_version": "1.2.0",
170
+ "_view_name": "LayoutView",
171
+ "align_content": null,
172
+ "align_items": null,
173
+ "align_self": null,
174
+ "border": null,
175
+ "bottom": null,
176
+ "display": null,
177
+ "flex": null,
178
+ "flex_flow": null,
179
+ "grid_area": null,
180
+ "grid_auto_columns": null,
181
+ "grid_auto_flow": null,
182
+ "grid_auto_rows": null,
183
+ "grid_column": null,
184
+ "grid_gap": null,
185
+ "grid_row": null,
186
+ "grid_template_areas": null,
187
+ "grid_template_columns": null,
188
+ "grid_template_rows": null,
189
+ "height": null,
190
+ "justify_content": null,
191
+ "justify_items": null,
192
+ "left": null,
193
+ "margin": null,
194
+ "max_height": null,
195
+ "max_width": null,
196
+ "min_height": null,
197
+ "min_width": null,
198
+ "object_fit": null,
199
+ "object_position": null,
200
+ "order": null,
201
+ "overflow": null,
202
+ "overflow_x": null,
203
+ "overflow_y": null,
204
+ "padding": null,
205
+ "right": null,
206
+ "top": null,
207
+ "visibility": null,
208
+ "width": null
209
+ }
210
+ },
211
+ "ccfd2e67f96e45f99575a02b127f35cb": {
212
+ "model_module": "@jupyter-widgets/controls",
213
+ "model_name": "DescriptionStyleModel",
214
+ "model_module_version": "1.5.0",
215
+ "state": {
216
+ "_model_module": "@jupyter-widgets/controls",
217
+ "_model_module_version": "1.5.0",
218
+ "_model_name": "DescriptionStyleModel",
219
+ "_view_count": null,
220
+ "_view_module": "@jupyter-widgets/base",
221
+ "_view_module_version": "1.2.0",
222
+ "_view_name": "StyleView",
223
+ "description_width": ""
224
+ }
225
+ },
226
+ "3837a46e13914bd494366be76827c2a4": {
227
+ "model_module": "@jupyter-widgets/base",
228
+ "model_name": "LayoutModel",
229
+ "model_module_version": "1.2.0",
230
+ "state": {
231
+ "_model_module": "@jupyter-widgets/base",
232
+ "_model_module_version": "1.2.0",
233
+ "_model_name": "LayoutModel",
234
+ "_view_count": null,
235
+ "_view_module": "@jupyter-widgets/base",
236
+ "_view_module_version": "1.2.0",
237
+ "_view_name": "LayoutView",
238
+ "align_content": null,
239
+ "align_items": null,
240
+ "align_self": null,
241
+ "border": null,
242
+ "bottom": null,
243
+ "display": null,
244
+ "flex": null,
245
+ "flex_flow": null,
246
+ "grid_area": null,
247
+ "grid_auto_columns": null,
248
+ "grid_auto_flow": null,
249
+ "grid_auto_rows": null,
250
+ "grid_column": null,
251
+ "grid_gap": null,
252
+ "grid_row": null,
253
+ "grid_template_areas": null,
254
+ "grid_template_columns": null,
255
+ "grid_template_rows": null,
256
+ "height": null,
257
+ "justify_content": null,
258
+ "justify_items": null,
259
+ "left": null,
260
+ "margin": null,
261
+ "max_height": null,
262
+ "max_width": null,
263
+ "min_height": null,
264
+ "min_width": null,
265
+ "object_fit": null,
266
+ "object_position": null,
267
+ "order": null,
268
+ "overflow": null,
269
+ "overflow_x": null,
270
+ "overflow_y": null,
271
+ "padding": null,
272
+ "right": null,
273
+ "top": null,
274
+ "visibility": null,
275
+ "width": null
276
+ }
277
+ },
278
+ "69ca386feaa247b39424aa9e1a10ed65": {
279
+ "model_module": "@jupyter-widgets/controls",
280
+ "model_name": "ProgressStyleModel",
281
+ "model_module_version": "1.5.0",
282
+ "state": {
283
+ "_model_module": "@jupyter-widgets/controls",
284
+ "_model_module_version": "1.5.0",
285
+ "_model_name": "ProgressStyleModel",
286
+ "_view_count": null,
287
+ "_view_module": "@jupyter-widgets/base",
288
+ "_view_module_version": "1.2.0",
289
+ "_view_name": "StyleView",
290
+ "bar_color": null,
291
+ "description_width": ""
292
+ }
293
+ },
294
+ "95c01b66508b47598aee04eca85afe63": {
295
+ "model_module": "@jupyter-widgets/base",
296
+ "model_name": "LayoutModel",
297
+ "model_module_version": "1.2.0",
298
+ "state": {
299
+ "_model_module": "@jupyter-widgets/base",
300
+ "_model_module_version": "1.2.0",
301
+ "_model_name": "LayoutModel",
302
+ "_view_count": null,
303
+ "_view_module": "@jupyter-widgets/base",
304
+ "_view_module_version": "1.2.0",
305
+ "_view_name": "LayoutView",
306
+ "align_content": null,
307
+ "align_items": null,
308
+ "align_self": null,
309
+ "border": null,
310
+ "bottom": null,
311
+ "display": null,
312
+ "flex": null,
313
+ "flex_flow": null,
314
+ "grid_area": null,
315
+ "grid_auto_columns": null,
316
+ "grid_auto_flow": null,
317
+ "grid_auto_rows": null,
318
+ "grid_column": null,
319
+ "grid_gap": null,
320
+ "grid_row": null,
321
+ "grid_template_areas": null,
322
+ "grid_template_columns": null,
323
+ "grid_template_rows": null,
324
+ "height": null,
325
+ "justify_content": null,
326
+ "justify_items": null,
327
+ "left": null,
328
+ "margin": null,
329
+ "max_height": null,
330
+ "max_width": null,
331
+ "min_height": null,
332
+ "min_width": null,
333
+ "object_fit": null,
334
+ "object_position": null,
335
+ "order": null,
336
+ "overflow": null,
337
+ "overflow_x": null,
338
+ "overflow_y": null,
339
+ "padding": null,
340
+ "right": null,
341
+ "top": null,
342
+ "visibility": null,
343
+ "width": null
344
+ }
345
+ },
346
+ "3cc95e79c0954c208412d615a2942c61": {
347
+ "model_module": "@jupyter-widgets/controls",
348
+ "model_name": "DescriptionStyleModel",
349
+ "model_module_version": "1.5.0",
350
+ "state": {
351
+ "_model_module": "@jupyter-widgets/controls",
352
+ "_model_module_version": "1.5.0",
353
+ "_model_name": "DescriptionStyleModel",
354
+ "_view_count": null,
355
+ "_view_module": "@jupyter-widgets/base",
356
+ "_view_module_version": "1.2.0",
357
+ "_view_name": "StyleView",
358
+ "description_width": ""
359
+ }
360
+ },
361
+ "b2a254b92e144219a332674d1f160c56": {
362
+ "model_module": "@jupyter-widgets/controls",
363
+ "model_name": "HBoxModel",
364
+ "model_module_version": "1.5.0",
365
+ "state": {
366
+ "_dom_classes": [],
367
+ "_model_module": "@jupyter-widgets/controls",
368
+ "_model_module_version": "1.5.0",
369
+ "_model_name": "HBoxModel",
370
+ "_view_count": null,
371
+ "_view_module": "@jupyter-widgets/controls",
372
+ "_view_module_version": "1.5.0",
373
+ "_view_name": "HBoxView",
374
+ "box_style": "",
375
+ "children": [
376
+ "IPY_MODEL_e1c58989afe54c548bac666ba313b599",
377
+ "IPY_MODEL_eaf45ad03f0e4af9897b04b5b936f450",
378
+ "IPY_MODEL_1b5591f769ac46afae5f571a21ae9842"
379
+ ],
380
+ "layout": "IPY_MODEL_ef48acb254514c879ac0a2cc1ea5429a"
381
+ }
382
+ },
383
+ "e1c58989afe54c548bac666ba313b599": {
384
+ "model_module": "@jupyter-widgets/controls",
385
+ "model_name": "HTMLModel",
386
+ "model_module_version": "1.5.0",
387
+ "state": {
388
+ "_dom_classes": [],
389
+ "_model_module": "@jupyter-widgets/controls",
390
+ "_model_module_version": "1.5.0",
391
+ "_model_name": "HTMLModel",
392
+ "_view_count": null,
393
+ "_view_module": "@jupyter-widgets/controls",
394
+ "_view_module_version": "1.5.0",
395
+ "_view_name": "HTMLView",
396
+ "description": "",
397
+ "description_tooltip": null,
398
+ "layout": "IPY_MODEL_d02b4231562a41fc8e9ee40824b806e4",
399
+ "placeholder": "​",
400
+ "style": "IPY_MODEL_ebf4f612f78c4eaeb0a3d8a95712c805",
401
+ "value": "fleurs.py: "
402
+ }
403
+ },
404
+ "eaf45ad03f0e4af9897b04b5b936f450": {
405
+ "model_module": "@jupyter-widgets/controls",
406
+ "model_name": "FloatProgressModel",
407
+ "model_module_version": "1.5.0",
408
+ "state": {
409
+ "_dom_classes": [],
410
+ "_model_module": "@jupyter-widgets/controls",
411
+ "_model_module_version": "1.5.0",
412
+ "_model_name": "FloatProgressModel",
413
+ "_view_count": null,
414
+ "_view_module": "@jupyter-widgets/controls",
415
+ "_view_module_version": "1.5.0",
416
+ "_view_name": "ProgressView",
417
+ "bar_style": "success",
418
+ "description": "",
419
+ "description_tooltip": null,
420
+ "layout": "IPY_MODEL_01691a4594484affae0ffd65903c5f77",
421
+ "max": 1,
422
+ "min": 0,
423
+ "orientation": "horizontal",
424
+ "style": "IPY_MODEL_7f5f0a38a7fe4d849f40f210f7a1cc7d",
425
+ "value": 1
426
+ }
427
+ },
428
+ "1b5591f769ac46afae5f571a21ae9842": {
429
+ "model_module": "@jupyter-widgets/controls",
430
+ "model_name": "HTMLModel",
431
+ "model_module_version": "1.5.0",
432
+ "state": {
433
+ "_dom_classes": [],
434
+ "_model_module": "@jupyter-widgets/controls",
435
+ "_model_module_version": "1.5.0",
436
+ "_model_name": "HTMLModel",
437
+ "_view_count": null,
438
+ "_view_module": "@jupyter-widgets/controls",
439
+ "_view_module_version": "1.5.0",
440
+ "_view_name": "HTMLView",
441
+ "description": "",
442
+ "description_tooltip": null,
443
+ "layout": "IPY_MODEL_3f3719d162e24062a553062be6ec053c",
444
+ "placeholder": "​",
445
+ "style": "IPY_MODEL_ec448f9fef7a4b0986a8522ef47062ae",
446
+ "value": " 12.5k/? [00:00<00:00, 1.34MB/s]"
447
+ }
448
+ },
449
+ "ef48acb254514c879ac0a2cc1ea5429a": {
450
+ "model_module": "@jupyter-widgets/base",
451
+ "model_name": "LayoutModel",
452
+ "model_module_version": "1.2.0",
453
+ "state": {
454
+ "_model_module": "@jupyter-widgets/base",
455
+ "_model_module_version": "1.2.0",
456
+ "_model_name": "LayoutModel",
457
+ "_view_count": null,
458
+ "_view_module": "@jupyter-widgets/base",
459
+ "_view_module_version": "1.2.0",
460
+ "_view_name": "LayoutView",
461
+ "align_content": null,
462
+ "align_items": null,
463
+ "align_self": null,
464
+ "border": null,
465
+ "bottom": null,
466
+ "display": null,
467
+ "flex": null,
468
+ "flex_flow": null,
469
+ "grid_area": null,
470
+ "grid_auto_columns": null,
471
+ "grid_auto_flow": null,
472
+ "grid_auto_rows": null,
473
+ "grid_column": null,
474
+ "grid_gap": null,
475
+ "grid_row": null,
476
+ "grid_template_areas": null,
477
+ "grid_template_columns": null,
478
+ "grid_template_rows": null,
479
+ "height": null,
480
+ "justify_content": null,
481
+ "justify_items": null,
482
+ "left": null,
483
+ "margin": null,
484
+ "max_height": null,
485
+ "max_width": null,
486
+ "min_height": null,
487
+ "min_width": null,
488
+ "object_fit": null,
489
+ "object_position": null,
490
+ "order": null,
491
+ "overflow": null,
492
+ "overflow_x": null,
493
+ "overflow_y": null,
494
+ "padding": null,
495
+ "right": null,
496
+ "top": null,
497
+ "visibility": null,
498
+ "width": null
499
+ }
500
+ },
501
+ "d02b4231562a41fc8e9ee40824b806e4": {
502
+ "model_module": "@jupyter-widgets/base",
503
+ "model_name": "LayoutModel",
504
+ "model_module_version": "1.2.0",
505
+ "state": {
506
+ "_model_module": "@jupyter-widgets/base",
507
+ "_model_module_version": "1.2.0",
508
+ "_model_name": "LayoutModel",
509
+ "_view_count": null,
510
+ "_view_module": "@jupyter-widgets/base",
511
+ "_view_module_version": "1.2.0",
512
+ "_view_name": "LayoutView",
513
+ "align_content": null,
514
+ "align_items": null,
515
+ "align_self": null,
516
+ "border": null,
517
+ "bottom": null,
518
+ "display": null,
519
+ "flex": null,
520
+ "flex_flow": null,
521
+ "grid_area": null,
522
+ "grid_auto_columns": null,
523
+ "grid_auto_flow": null,
524
+ "grid_auto_rows": null,
525
+ "grid_column": null,
526
+ "grid_gap": null,
527
+ "grid_row": null,
528
+ "grid_template_areas": null,
529
+ "grid_template_columns": null,
530
+ "grid_template_rows": null,
531
+ "height": null,
532
+ "justify_content": null,
533
+ "justify_items": null,
534
+ "left": null,
535
+ "margin": null,
536
+ "max_height": null,
537
+ "max_width": null,
538
+ "min_height": null,
539
+ "min_width": null,
540
+ "object_fit": null,
541
+ "object_position": null,
542
+ "order": null,
543
+ "overflow": null,
544
+ "overflow_x": null,
545
+ "overflow_y": null,
546
+ "padding": null,
547
+ "right": null,
548
+ "top": null,
549
+ "visibility": null,
550
+ "width": null
551
+ }
552
+ },
553
+ "ebf4f612f78c4eaeb0a3d8a95712c805": {
554
+ "model_module": "@jupyter-widgets/controls",
555
+ "model_name": "DescriptionStyleModel",
556
+ "model_module_version": "1.5.0",
557
+ "state": {
558
+ "_model_module": "@jupyter-widgets/controls",
559
+ "_model_module_version": "1.5.0",
560
+ "_model_name": "DescriptionStyleModel",
561
+ "_view_count": null,
562
+ "_view_module": "@jupyter-widgets/base",
563
+ "_view_module_version": "1.2.0",
564
+ "_view_name": "StyleView",
565
+ "description_width": ""
566
+ }
567
+ },
568
+ "01691a4594484affae0ffd65903c5f77": {
569
+ "model_module": "@jupyter-widgets/base",
570
+ "model_name": "LayoutModel",
571
+ "model_module_version": "1.2.0",
572
+ "state": {
573
+ "_model_module": "@jupyter-widgets/base",
574
+ "_model_module_version": "1.2.0",
575
+ "_model_name": "LayoutModel",
576
+ "_view_count": null,
577
+ "_view_module": "@jupyter-widgets/base",
578
+ "_view_module_version": "1.2.0",
579
+ "_view_name": "LayoutView",
580
+ "align_content": null,
581
+ "align_items": null,
582
+ "align_self": null,
583
+ "border": null,
584
+ "bottom": null,
585
+ "display": null,
586
+ "flex": null,
587
+ "flex_flow": null,
588
+ "grid_area": null,
589
+ "grid_auto_columns": null,
590
+ "grid_auto_flow": null,
591
+ "grid_auto_rows": null,
592
+ "grid_column": null,
593
+ "grid_gap": null,
594
+ "grid_row": null,
595
+ "grid_template_areas": null,
596
+ "grid_template_columns": null,
597
+ "grid_template_rows": null,
598
+ "height": null,
599
+ "justify_content": null,
600
+ "justify_items": null,
601
+ "left": null,
602
+ "margin": null,
603
+ "max_height": null,
604
+ "max_width": null,
605
+ "min_height": null,
606
+ "min_width": null,
607
+ "object_fit": null,
608
+ "object_position": null,
609
+ "order": null,
610
+ "overflow": null,
611
+ "overflow_x": null,
612
+ "overflow_y": null,
613
+ "padding": null,
614
+ "right": null,
615
+ "top": null,
616
+ "visibility": null,
617
+ "width": "20px"
618
+ }
619
+ },
620
+ "7f5f0a38a7fe4d849f40f210f7a1cc7d": {
621
+ "model_module": "@jupyter-widgets/controls",
622
+ "model_name": "ProgressStyleModel",
623
+ "model_module_version": "1.5.0",
624
+ "state": {
625
+ "_model_module": "@jupyter-widgets/controls",
626
+ "_model_module_version": "1.5.0",
627
+ "_model_name": "ProgressStyleModel",
628
+ "_view_count": null,
629
+ "_view_module": "@jupyter-widgets/base",
630
+ "_view_module_version": "1.2.0",
631
+ "_view_name": "StyleView",
632
+ "bar_color": null,
633
+ "description_width": ""
634
+ }
635
+ },
636
+ "3f3719d162e24062a553062be6ec053c": {
637
+ "model_module": "@jupyter-widgets/base",
638
+ "model_name": "LayoutModel",
639
+ "model_module_version": "1.2.0",
640
+ "state": {
641
+ "_model_module": "@jupyter-widgets/base",
642
+ "_model_module_version": "1.2.0",
643
+ "_model_name": "LayoutModel",
644
+ "_view_count": null,
645
+ "_view_module": "@jupyter-widgets/base",
646
+ "_view_module_version": "1.2.0",
647
+ "_view_name": "LayoutView",
648
+ "align_content": null,
649
+ "align_items": null,
650
+ "align_self": null,
651
+ "border": null,
652
+ "bottom": null,
653
+ "display": null,
654
+ "flex": null,
655
+ "flex_flow": null,
656
+ "grid_area": null,
657
+ "grid_auto_columns": null,
658
+ "grid_auto_flow": null,
659
+ "grid_auto_rows": null,
660
+ "grid_column": null,
661
+ "grid_gap": null,
662
+ "grid_row": null,
663
+ "grid_template_areas": null,
664
+ "grid_template_columns": null,
665
+ "grid_template_rows": null,
666
+ "height": null,
667
+ "justify_content": null,
668
+ "justify_items": null,
669
+ "left": null,
670
+ "margin": null,
671
+ "max_height": null,
672
+ "max_width": null,
673
+ "min_height": null,
674
+ "min_width": null,
675
+ "object_fit": null,
676
+ "object_position": null,
677
+ "order": null,
678
+ "overflow": null,
679
+ "overflow_x": null,
680
+ "overflow_y": null,
681
+ "padding": null,
682
+ "right": null,
683
+ "top": null,
684
+ "visibility": null,
685
+ "width": null
686
+ }
687
+ },
688
+ "ec448f9fef7a4b0986a8522ef47062ae": {
689
+ "model_module": "@jupyter-widgets/controls",
690
+ "model_name": "DescriptionStyleModel",
691
+ "model_module_version": "1.5.0",
692
+ "state": {
693
+ "_model_module": "@jupyter-widgets/controls",
694
+ "_model_module_version": "1.5.0",
695
+ "_model_name": "DescriptionStyleModel",
696
+ "_view_count": null,
697
+ "_view_module": "@jupyter-widgets/base",
698
+ "_view_module_version": "1.2.0",
699
+ "_view_name": "StyleView",
700
+ "description_width": ""
701
+ }
702
+ },
703
+ "35975bf8a85644abbebfadac97928811": {
704
+ "model_module": "@jupyter-widgets/controls",
705
+ "model_name": "HBoxModel",
706
+ "model_module_version": "1.5.0",
707
+ "state": {
708
+ "_dom_classes": [],
709
+ "_model_module": "@jupyter-widgets/controls",
710
+ "_model_module_version": "1.5.0",
711
+ "_model_name": "HBoxModel",
712
+ "_view_count": null,
713
+ "_view_module": "@jupyter-widgets/controls",
714
+ "_view_module_version": "1.5.0",
715
+ "_view_name": "HBoxView",
716
+ "box_style": "",
717
+ "children": [
718
+ "IPY_MODEL_4775e71c4e3e4537a248d114efd78ae5",
719
+ "IPY_MODEL_40934d3e4e2446b39bdf313999708df1",
720
+ "IPY_MODEL_ff22db14b0284535b6adc3311b39f890"
721
+ ],
722
+ "layout": "IPY_MODEL_64e271e0cb154dc1bad9de01cb6b5148"
723
+ }
724
+ },
725
+ "4775e71c4e3e4537a248d114efd78ae5": {
726
+ "model_module": "@jupyter-widgets/controls",
727
+ "model_name": "HTMLModel",
728
+ "model_module_version": "1.5.0",
729
+ "state": {
730
+ "_dom_classes": [],
731
+ "_model_module": "@jupyter-widgets/controls",
732
+ "_model_module_version": "1.5.0",
733
+ "_model_name": "HTMLModel",
734
+ "_view_count": null,
735
+ "_view_module": "@jupyter-widgets/controls",
736
+ "_view_module_version": "1.5.0",
737
+ "_view_name": "HTMLView",
738
+ "description": "",
739
+ "description_tooltip": null,
740
+ "layout": "IPY_MODEL_f44a740dbc8d4d38ac87a5b4a632cbac",
741
+ "placeholder": "​",
742
+ "style": "IPY_MODEL_c001cab90a074bc286ce53a00547819a",
743
+ "value": "Loading checkpoint shards: 100%"
744
+ }
745
+ },
746
+ "40934d3e4e2446b39bdf313999708df1": {
747
+ "model_module": "@jupyter-widgets/controls",
748
+ "model_name": "FloatProgressModel",
749
+ "model_module_version": "1.5.0",
750
+ "state": {
751
+ "_dom_classes": [],
752
+ "_model_module": "@jupyter-widgets/controls",
753
+ "_model_module_version": "1.5.0",
754
+ "_model_name": "FloatProgressModel",
755
+ "_view_count": null,
756
+ "_view_module": "@jupyter-widgets/controls",
757
+ "_view_module_version": "1.5.0",
758
+ "_view_name": "ProgressView",
759
+ "bar_style": "success",
760
+ "description": "",
761
+ "description_tooltip": null,
762
+ "layout": "IPY_MODEL_32e0e0a416b845888dac3aa37c53a7b5",
763
+ "max": 2,
764
+ "min": 0,
765
+ "orientation": "horizontal",
766
+ "style": "IPY_MODEL_9984c12c17c44aebaabc412529c6c4f9",
767
+ "value": 2
768
+ }
769
+ },
770
+ "ff22db14b0284535b6adc3311b39f890": {
771
+ "model_module": "@jupyter-widgets/controls",
772
+ "model_name": "HTMLModel",
773
+ "model_module_version": "1.5.0",
774
+ "state": {
775
+ "_dom_classes": [],
776
+ "_model_module": "@jupyter-widgets/controls",
777
+ "_model_module_version": "1.5.0",
778
+ "_model_name": "HTMLModel",
779
+ "_view_count": null,
780
+ "_view_module": "@jupyter-widgets/controls",
781
+ "_view_module_version": "1.5.0",
782
+ "_view_name": "HTMLView",
783
+ "description": "",
784
+ "description_tooltip": null,
785
+ "layout": "IPY_MODEL_9d308904ac8d4579abd6ccf8b7875f0c",
786
+ "placeholder": "​",
787
+ "style": "IPY_MODEL_ad2de457a60e4647bf104b970eeef3d0",
788
+ "value": " 2/2 [00:01<00:00,  1.93s/it]"
789
+ }
790
+ },
791
+ "64e271e0cb154dc1bad9de01cb6b5148": {
792
+ "model_module": "@jupyter-widgets/base",
793
+ "model_name": "LayoutModel",
794
+ "model_module_version": "1.2.0",
795
+ "state": {
796
+ "_model_module": "@jupyter-widgets/base",
797
+ "_model_module_version": "1.2.0",
798
+ "_model_name": "LayoutModel",
799
+ "_view_count": null,
800
+ "_view_module": "@jupyter-widgets/base",
801
+ "_view_module_version": "1.2.0",
802
+ "_view_name": "LayoutView",
803
+ "align_content": null,
804
+ "align_items": null,
805
+ "align_self": null,
806
+ "border": null,
807
+ "bottom": null,
808
+ "display": null,
809
+ "flex": null,
810
+ "flex_flow": null,
811
+ "grid_area": null,
812
+ "grid_auto_columns": null,
813
+ "grid_auto_flow": null,
814
+ "grid_auto_rows": null,
815
+ "grid_column": null,
816
+ "grid_gap": null,
817
+ "grid_row": null,
818
+ "grid_template_areas": null,
819
+ "grid_template_columns": null,
820
+ "grid_template_rows": null,
821
+ "height": null,
822
+ "justify_content": null,
823
+ "justify_items": null,
824
+ "left": null,
825
+ "margin": null,
826
+ "max_height": null,
827
+ "max_width": null,
828
+ "min_height": null,
829
+ "min_width": null,
830
+ "object_fit": null,
831
+ "object_position": null,
832
+ "order": null,
833
+ "overflow": null,
834
+ "overflow_x": null,
835
+ "overflow_y": null,
836
+ "padding": null,
837
+ "right": null,
838
+ "top": null,
839
+ "visibility": null,
840
+ "width": null
841
+ }
842
+ },
843
+ "f44a740dbc8d4d38ac87a5b4a632cbac": {
844
+ "model_module": "@jupyter-widgets/base",
845
+ "model_name": "LayoutModel",
846
+ "model_module_version": "1.2.0",
847
+ "state": {
848
+ "_model_module": "@jupyter-widgets/base",
849
+ "_model_module_version": "1.2.0",
850
+ "_model_name": "LayoutModel",
851
+ "_view_count": null,
852
+ "_view_module": "@jupyter-widgets/base",
853
+ "_view_module_version": "1.2.0",
854
+ "_view_name": "LayoutView",
855
+ "align_content": null,
856
+ "align_items": null,
857
+ "align_self": null,
858
+ "border": null,
859
+ "bottom": null,
860
+ "display": null,
861
+ "flex": null,
862
+ "flex_flow": null,
863
+ "grid_area": null,
864
+ "grid_auto_columns": null,
865
+ "grid_auto_flow": null,
866
+ "grid_auto_rows": null,
867
+ "grid_column": null,
868
+ "grid_gap": null,
869
+ "grid_row": null,
870
+ "grid_template_areas": null,
871
+ "grid_template_columns": null,
872
+ "grid_template_rows": null,
873
+ "height": null,
874
+ "justify_content": null,
875
+ "justify_items": null,
876
+ "left": null,
877
+ "margin": null,
878
+ "max_height": null,
879
+ "max_width": null,
880
+ "min_height": null,
881
+ "min_width": null,
882
+ "object_fit": null,
883
+ "object_position": null,
884
+ "order": null,
885
+ "overflow": null,
886
+ "overflow_x": null,
887
+ "overflow_y": null,
888
+ "padding": null,
889
+ "right": null,
890
+ "top": null,
891
+ "visibility": null,
892
+ "width": null
893
+ }
894
+ },
895
+ "c001cab90a074bc286ce53a00547819a": {
896
+ "model_module": "@jupyter-widgets/controls",
897
+ "model_name": "DescriptionStyleModel",
898
+ "model_module_version": "1.5.0",
899
+ "state": {
900
+ "_model_module": "@jupyter-widgets/controls",
901
+ "_model_module_version": "1.5.0",
902
+ "_model_name": "DescriptionStyleModel",
903
+ "_view_count": null,
904
+ "_view_module": "@jupyter-widgets/base",
905
+ "_view_module_version": "1.2.0",
906
+ "_view_name": "StyleView",
907
+ "description_width": ""
908
+ }
909
+ },
910
+ "32e0e0a416b845888dac3aa37c53a7b5": {
911
+ "model_module": "@jupyter-widgets/base",
912
+ "model_name": "LayoutModel",
913
+ "model_module_version": "1.2.0",
914
+ "state": {
915
+ "_model_module": "@jupyter-widgets/base",
916
+ "_model_module_version": "1.2.0",
917
+ "_model_name": "LayoutModel",
918
+ "_view_count": null,
919
+ "_view_module": "@jupyter-widgets/base",
920
+ "_view_module_version": "1.2.0",
921
+ "_view_name": "LayoutView",
922
+ "align_content": null,
923
+ "align_items": null,
924
+ "align_self": null,
925
+ "border": null,
926
+ "bottom": null,
927
+ "display": null,
928
+ "flex": null,
929
+ "flex_flow": null,
930
+ "grid_area": null,
931
+ "grid_auto_columns": null,
932
+ "grid_auto_flow": null,
933
+ "grid_auto_rows": null,
934
+ "grid_column": null,
935
+ "grid_gap": null,
936
+ "grid_row": null,
937
+ "grid_template_areas": null,
938
+ "grid_template_columns": null,
939
+ "grid_template_rows": null,
940
+ "height": null,
941
+ "justify_content": null,
942
+ "justify_items": null,
943
+ "left": null,
944
+ "margin": null,
945
+ "max_height": null,
946
+ "max_width": null,
947
+ "min_height": null,
948
+ "min_width": null,
949
+ "object_fit": null,
950
+ "object_position": null,
951
+ "order": null,
952
+ "overflow": null,
953
+ "overflow_x": null,
954
+ "overflow_y": null,
955
+ "padding": null,
956
+ "right": null,
957
+ "top": null,
958
+ "visibility": null,
959
+ "width": null
960
+ }
961
+ },
962
+ "9984c12c17c44aebaabc412529c6c4f9": {
963
+ "model_module": "@jupyter-widgets/controls",
964
+ "model_name": "ProgressStyleModel",
965
+ "model_module_version": "1.5.0",
966
+ "state": {
967
+ "_model_module": "@jupyter-widgets/controls",
968
+ "_model_module_version": "1.5.0",
969
+ "_model_name": "ProgressStyleModel",
970
+ "_view_count": null,
971
+ "_view_module": "@jupyter-widgets/base",
972
+ "_view_module_version": "1.2.0",
973
+ "_view_name": "StyleView",
974
+ "bar_color": null,
975
+ "description_width": ""
976
+ }
977
+ },
978
+ "9d308904ac8d4579abd6ccf8b7875f0c": {
979
+ "model_module": "@jupyter-widgets/base",
980
+ "model_name": "LayoutModel",
981
+ "model_module_version": "1.2.0",
982
+ "state": {
983
+ "_model_module": "@jupyter-widgets/base",
984
+ "_model_module_version": "1.2.0",
985
+ "_model_name": "LayoutModel",
986
+ "_view_count": null,
987
+ "_view_module": "@jupyter-widgets/base",
988
+ "_view_module_version": "1.2.0",
989
+ "_view_name": "LayoutView",
990
+ "align_content": null,
991
+ "align_items": null,
992
+ "align_self": null,
993
+ "border": null,
994
+ "bottom": null,
995
+ "display": null,
996
+ "flex": null,
997
+ "flex_flow": null,
998
+ "grid_area": null,
999
+ "grid_auto_columns": null,
1000
+ "grid_auto_flow": null,
1001
+ "grid_auto_rows": null,
1002
+ "grid_column": null,
1003
+ "grid_gap": null,
1004
+ "grid_row": null,
1005
+ "grid_template_areas": null,
1006
+ "grid_template_columns": null,
1007
+ "grid_template_rows": null,
1008
+ "height": null,
1009
+ "justify_content": null,
1010
+ "justify_items": null,
1011
+ "left": null,
1012
+ "margin": null,
1013
+ "max_height": null,
1014
+ "max_width": null,
1015
+ "min_height": null,
1016
+ "min_width": null,
1017
+ "object_fit": null,
1018
+ "object_position": null,
1019
+ "order": null,
1020
+ "overflow": null,
1021
+ "overflow_x": null,
1022
+ "overflow_y": null,
1023
+ "padding": null,
1024
+ "right": null,
1025
+ "top": null,
1026
+ "visibility": null,
1027
+ "width": null
1028
+ }
1029
+ },
1030
+ "ad2de457a60e4647bf104b970eeef3d0": {
1031
+ "model_module": "@jupyter-widgets/controls",
1032
+ "model_name": "DescriptionStyleModel",
1033
+ "model_module_version": "1.5.0",
1034
+ "state": {
1035
+ "_model_module": "@jupyter-widgets/controls",
1036
+ "_model_module_version": "1.5.0",
1037
+ "_model_name": "DescriptionStyleModel",
1038
+ "_view_count": null,
1039
+ "_view_module": "@jupyter-widgets/base",
1040
+ "_view_module_version": "1.2.0",
1041
+ "_view_name": "StyleView",
1042
+ "description_width": ""
1043
+ }
1044
+ }
1045
+ }
1046
+ }
1047
+ },
1048
+ "cells": [
1049
+ {
1050
+ "cell_type": "code",
1051
+ "execution_count": 4,
1052
+ "metadata": {
1053
+ "colab": {
1054
+ "base_uri": "https://localhost:8080/",
1055
+ "height": 707,
1056
+ "referenced_widgets": [
1057
+ "ead6a92487cd48759e9f9681e0a6bafb",
1058
+ "9408da504daa4f488ce1588a54d1163d",
1059
+ "b3309d8dc3b44b8697e49595ddc4b590",
1060
+ "22567721430d4843a3c8a745078cdef7",
1061
+ "640197f87e8348a699ec75ea311043ac",
1062
+ "b02f0b6ce7494a5592534b34522001d2",
1063
+ "ccfd2e67f96e45f99575a02b127f35cb",
1064
+ "3837a46e13914bd494366be76827c2a4",
1065
+ "69ca386feaa247b39424aa9e1a10ed65",
1066
+ "95c01b66508b47598aee04eca85afe63",
1067
+ "3cc95e79c0954c208412d615a2942c61",
1068
+ "b2a254b92e144219a332674d1f160c56",
1069
+ "e1c58989afe54c548bac666ba313b599",
1070
+ "eaf45ad03f0e4af9897b04b5b936f450",
1071
+ "1b5591f769ac46afae5f571a21ae9842",
1072
+ "ef48acb254514c879ac0a2cc1ea5429a",
1073
+ "d02b4231562a41fc8e9ee40824b806e4",
1074
+ "ebf4f612f78c4eaeb0a3d8a95712c805",
1075
+ "01691a4594484affae0ffd65903c5f77",
1076
+ "7f5f0a38a7fe4d849f40f210f7a1cc7d",
1077
+ "3f3719d162e24062a553062be6ec053c",
1078
+ "ec448f9fef7a4b0986a8522ef47062ae",
1079
+ "35975bf8a85644abbebfadac97928811",
1080
+ "4775e71c4e3e4537a248d114efd78ae5",
1081
+ "40934d3e4e2446b39bdf313999708df1",
1082
+ "ff22db14b0284535b6adc3311b39f890",
1083
+ "64e271e0cb154dc1bad9de01cb6b5148",
1084
+ "f44a740dbc8d4d38ac87a5b4a632cbac",
1085
+ "c001cab90a074bc286ce53a00547819a",
1086
+ "32e0e0a416b845888dac3aa37c53a7b5",
1087
+ "9984c12c17c44aebaabc412529c6c4f9",
1088
+ "9d308904ac8d4579abd6ccf8b7875f0c",
1089
+ "ad2de457a60e4647bf104b970eeef3d0"
1090
+ ]
1091
+ },
1092
+ "id": "VULGcN_CSCnk",
1093
+ "outputId": "8b48cfae-64f8-449d-d023-135fbc1ef0cc"
1094
+ },
1095
+ "outputs": [
1096
+ {
1097
+ "output_type": "display_data",
1098
+ "data": {
1099
+ "text/plain": [
1100
+ "config.json: 0%| | 0.00/554 [00:00<?, ?B/s]"
1101
+ ],
1102
+ "application/vnd.jupyter.widget-view+json": {
1103
+ "version_major": 2,
1104
+ "version_minor": 0,
1105
+ "model_id": "ead6a92487cd48759e9f9681e0a6bafb"
1106
+ }
1107
+ },
1108
+ "metadata": {}
1109
+ },
1110
+ {
1111
+ "output_type": "display_data",
1112
+ "data": {
1113
+ "text/plain": [
1114
+ "fleurs.py: 0.00B [00:00, ?B/s]"
1115
+ ],
1116
+ "application/vnd.jupyter.widget-view+json": {
1117
+ "version_major": 2,
1118
+ "version_minor": 0,
1119
+ "model_id": "b2a254b92e144219a332674d1f160c56"
1120
+ }
1121
+ },
1122
+ "metadata": {}
1123
+ },
1124
+ {
1125
+ "output_type": "display_data",
1126
+ "data": {
1127
+ "text/plain": [
1128
+ "Loading checkpoint shards: 0%| | 0/2 [00:00<?, ?it/s]"
1129
+ ],
1130
+ "application/vnd.jupyter.widget-view+json": {
1131
+ "version_major": 2,
1132
+ "version_minor": 0,
1133
+ "model_id": "35975bf8a85644abbebfadac97928811"
1134
+ }
1135
+ },
1136
+ "metadata": {}
1137
+ },
1138
+ {
1139
+ "output_type": "stream",
1140
+ "name": "stdout",
1141
+ "text": [
1142
+ "Colab notebook detected. To show errors in colab notebook, set debug=True in launch()\n",
1143
+ "* Running on public URL: https://cd69cf175cfdf8f595.gradio.live\n",
1144
+ "\n",
1145
+ "This share link expires in 1 week. For free permanent hosting and GPU upgrades, run `gradio deploy` from the terminal in the working directory to deploy to Hugging Face Spaces (https://huggingface.co/spaces)\n"
1146
+ ]
1147
+ },
1148
+ {
1149
+ "output_type": "display_data",
1150
+ "data": {
1151
+ "text/plain": [
1152
+ "<IPython.core.display.HTML object>"
1153
+ ],
1154
+ "text/html": [
1155
+ "<div><iframe src=\"https://cd69cf175cfdf8f595.gradio.live\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
1156
+ ]
1157
+ },
1158
+ "metadata": {}
1159
+ },
1160
+ {
1161
+ "output_type": "execute_result",
1162
+ "data": {
1163
+ "text/plain": []
1164
+ },
1165
+ "metadata": {},
1166
+ "execution_count": 4
1167
+ }
1168
+ ],
1169
+ "source": [
1170
+ "!pip install transformers torch gradio -q\n",
1171
+ "from huggingface_hub import hf_hub_download\n",
1172
+ "hf_hub_download(repo_id=\"lysandre/arxiv-nlp\", filename=\"config.json\")\n",
1173
+ "\n",
1174
+ "hf_hub_download(repo_id=\"google/fleurs\", filename=\"fleurs.py\", repo_type=\"dataset\")\n",
1175
+ "\n",
1176
+ "import gradio as gr\n",
1177
+ "import torch\n",
1178
+ "from transformers import AutoTokenizer, AutoModelForCausalLM\n",
1179
+ "\n",
1180
+ "# Load model and tokenizer\n",
1181
+ "model_name = \"ibm-granite/granite-3.2-2b-instruct\"\n",
1182
+ "tokenizer = AutoTokenizer.from_pretrained(model_name)\n",
1183
+ "model = AutoModelForCausalLM.from_pretrained(\n",
1184
+ " model_name,\n",
1185
+ " torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32,\n",
1186
+ " device_map=\"auto\" if torch.cuda.is_available() else None\n",
1187
+ ")\n",
1188
+ "\n",
1189
+ "if tokenizer.pad_token is None:\n",
1190
+ " tokenizer.pad_token = tokenizer.eos_token\n",
1191
+ "\n",
1192
+ "def generate_response(prompt, max_length=1024):\n",
1193
+ " inputs = tokenizer(prompt, return_tensors=\"pt\", truncation=True, max_length=512)\n",
1194
+ "\n",
1195
+ " if torch.cuda.is_available():\n",
1196
+ " inputs = {k: v.to(model.device) for k, v in inputs.items()}\n",
1197
+ "\n",
1198
+ " with torch.no_grad():\n",
1199
+ " outputs = model.generate(\n",
1200
+ " **inputs,\n",
1201
+ " max_length=max_length,\n",
1202
+ " temperature=0.7,\n",
1203
+ " do_sample=True,\n",
1204
+ " pad_token_id=tokenizer.eos_token_id\n",
1205
+ " )\n",
1206
+ "\n",
1207
+ " response = tokenizer.decode(outputs[0], skip_special_tokens=True)\n",
1208
+ " response = response.replace(prompt, \"\").strip()\n",
1209
+ " return response\n",
1210
+ "\n",
1211
+ "def city_analysis(city_name):\n",
1212
+ " prompt = f\"Provide a detailed analysis of {city_name} including:\\n1. Crime Index and safety statistics\\n2. Accident rates and traffic safety information\\n3. Overall safety assessment\\n\\nCity: {city_name}\\nAnalysis:\"\n",
1213
+ " return generate_response(prompt, max_length=1000)\n",
1214
+ "\n",
1215
+ "def citizen_interaction(query):\n",
1216
+ " prompt = f\"As a government assistant, provide accurate and helpful information about the following citizen query related to public services, government policies, or civic issues:\\n\\nQuery: {query}\\nResponse:\"\n",
1217
+ " return generate_response(prompt, max_length=1000)\n",
1218
+ "\n",
1219
+ "# Create Gradio interface\n",
1220
+ "with gr.Blocks() as app:\n",
1221
+ " gr.Markdown(\"# City Analysis & Citizen Services AI\")\n",
1222
+ "\n",
1223
+ " with gr.Tabs():\n",
1224
+ " with gr.TabItem(\"City Analysis\"):\n",
1225
+ " with gr.Row():\n",
1226
+ " with gr.Column():\n",
1227
+ " city_input = gr.Textbox(\n",
1228
+ " label=\"Enter City Name\",\n",
1229
+ " placeholder=\"e.g., New York, London, Mumbai...\",\n",
1230
+ " lines=1\n",
1231
+ " )\n",
1232
+ " analyze_btn = gr.Button(\"Analyze City\")\n",
1233
+ "\n",
1234
+ " with gr.Column():\n",
1235
+ " city_output = gr.Textbox(label=\"City Analysis (Crime Index & Accidents)\", lines=15)\n",
1236
+ "\n",
1237
+ " analyze_btn.click(city_analysis, inputs=city_input, outputs=city_output)\n",
1238
+ "\n",
1239
+ " with gr.TabItem(\"Citizen Services\"):\n",
1240
+ " with gr.Row():\n",
1241
+ " with gr.Column():\n",
1242
+ " citizen_query = gr.Textbox(\n",
1243
+ " label=\"Your Query\",\n",
1244
+ " placeholder=\"Ask about public services, government policies, civic issues...\",\n",
1245
+ " lines=4\n",
1246
+ " )\n",
1247
+ " query_btn = gr.Button(\"Get Information\")\n",
1248
+ "\n",
1249
+ " with gr.Column():\n",
1250
+ " citizen_output = gr.Textbox(label=\"Government Response\", lines=15)\n",
1251
+ "\n",
1252
+ " query_btn.click(citizen_interaction, inputs=citizen_query, outputs=citizen_output)\n",
1253
+ "\n",
1254
+ "app.launch(share=True)\n",
1255
+ "\n",
1256
+ "\n"
1257
+ ]
1258
+ }
1259
+ ]
1260
+ }