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  1. .config/.last_opt_in_prompt.yaml +1 -0
  2. .config/.last_survey_prompt.yaml +1 -0
  3. .config/.last_update_check.json +1 -0
  4. .config/active_config +1 -0
  5. .config/config_sentinel +0 -0
  6. .config/configurations/config_default +6 -0
  7. .config/default_configs.db +0 -0
  8. .config/gce +1 -0
  9. .config/logs/2024.06.20/18.44.51.925580.log +534 -0
  10. .config/logs/2024.06.20/18.45.16.088421.log +5 -0
  11. .config/logs/2024.06.20/18.45.26.499835.log +169 -0
  12. .config/logs/2024.06.20/18.45.34.766844.log +5 -0
  13. .config/logs/2024.06.20/18.45.46.131261.log +8 -0
  14. .config/logs/2024.06.20/18.45.46.750529.log +8 -0
  15. .gitattributes +2 -0
  16. README.md +2 -8
  17. app.py +115 -0
  18. sample_data/README.md +19 -0
  19. sample_data/anscombe.json +49 -0
  20. sample_data/california_housing_test.csv +0 -0
  21. sample_data/california_housing_train.csv +0 -0
  22. sample_data/mnist_test.csv +3 -0
  23. sample_data/mnist_train_small.csv +3 -0
.config/.last_opt_in_prompt.yaml ADDED
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.config/.last_survey_prompt.yaml ADDED
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+ last_prompt_time: 1718909125.9264798
.config/.last_update_check.json ADDED
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+ {"last_update_check_time": 1718909134.3046124, "last_update_check_revision": 20240614142823, "notifications": [], "last_nag_times": {}}
.config/active_config ADDED
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.config/config_sentinel ADDED
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.config/configurations/config_default ADDED
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.config/default_configs.db ADDED
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.config/gce ADDED
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+ 2024-06-20 18:45:07,616 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
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+ 2024-06-20 18:45:07,616 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
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+ 2024-06-20 18:45:07,616 INFO ___FILE_ONLY___ ╚
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+ 2024-06-20 18:45:07,620 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
269
+ 2024-06-20 18:45:07,749 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-nix-20240106004423.tar.gz HTTP/1.1" 200 2026
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+ 2024-06-20 18:45:07,750 INFO ___FILE_ONLY___ ══════════════════════════════
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+ 2024-06-20 18:45:07,760 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
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+ 2024-06-20 18:45:07,760 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 ═╣
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+ 2024-06-20 18:45:07,765 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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+ 2024-06-20 18:45:07,767 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
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+ 2024-06-20 18:45:07,767 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 ═╣
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+ 2024-06-20 18:45:07,767 INFO ___FILE_ONLY___ ╚
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+ 2024-06-20 18:45:07,771 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
288
+ 2024-06-20 18:45:07,906 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bundled-python3-unix-linux-x86_64-20240510142152.tar.gz HTTP/1.1" 200 78697278
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+ 2024-06-20 18:45:11,365 INFO ___FILE_ONLY___ ═
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+ 2024-06-20 18:45:11,417 INFO ___FILE_ONLY___ ═
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+ 2024-06-20 18:45:11,616 INFO ___FILE_ONLY___ ═
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+ 2024-06-20 18:45:11,754 INFO ___FILE_ONLY___ ═
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+ 2024-06-20 18:45:11,793 INFO ___FILE_ONLY___ ═
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+ 2024-06-20 18:45:11,839 INFO ___FILE_ONLY___ ═
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+ 2024-06-20 18:45:11,960 INFO ___FILE_ONLY___ ═
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+ 2024-06-20 18:45:12,006 INFO ___FILE_ONLY___ ═
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+ 2024-06-20 18:45:13,125 INFO ___FILE_ONLY___ ═
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+ 2024-06-20 18:45:13,155 INFO ___FILE_ONLY___ ═
349
+ 2024-06-20 18:45:13,155 INFO ___FILE_ONLY___ ╝
350
+
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+ 2024-06-20 18:45:13,235 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
352
+
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+ 2024-06-20 18:45:13,235 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
354
+
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+ 2024-06-20 18:45:13,236 INFO ___FILE_ONLY___ ╚
356
+ 2024-06-20 18:45:13,239 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
357
+ 2024-06-20 18:45:13,377 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-20240614142823.tar.gz HTTP/1.1" 200 11883175
358
+ 2024-06-20 18:45:13,414 INFO ___FILE_ONLY___ ═
359
+ 2024-06-20 18:45:13,415 INFO ___FILE_ONLY___ ═
360
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361
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362
+ 2024-06-20 18:45:13,416 INFO ___FILE_ONLY___ ═
363
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+ 2024-06-20 18:45:13,417 INFO ___FILE_ONLY___ ═
365
+ 2024-06-20 18:45:13,418 INFO ___FILE_ONLY___ ═
366
+ 2024-06-20 18:45:13,418 INFO ___FILE_ONLY___ ═
367
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368
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369
+ 2024-06-20 18:45:13,420 INFO ___FILE_ONLY___ ═
370
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371
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372
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373
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374
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375
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376
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377
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378
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379
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380
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381
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382
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383
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384
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385
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386
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387
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388
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389
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390
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391
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392
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393
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394
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395
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396
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397
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398
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399
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400
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401
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402
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403
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404
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405
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406
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407
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408
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409
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410
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411
+ 2024-06-20 18:45:14,741 INFO ___FILE_ONLY___ ═
412
+ 2024-06-20 18:45:14,768 INFO ___FILE_ONLY___ ═
413
+ 2024-06-20 18:45:14,789 INFO ___FILE_ONLY___ ═
414
+ 2024-06-20 18:45:14,811 INFO ___FILE_ONLY___ ═
415
+ 2024-06-20 18:45:14,831 INFO ___FILE_ONLY___ ═
416
+ 2024-06-20 18:45:14,862 INFO ___FILE_ONLY___ ═
417
+ 2024-06-20 18:45:14,896 INFO ___FILE_ONLY___ ═
418
+ 2024-06-20 18:45:14,897 INFO ___FILE_ONLY___ ╝
419
+
420
+ 2024-06-20 18:45:14,951 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
421
+
422
+ 2024-06-20 18:45:14,952 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
423
+
424
+ 2024-06-20 18:45:14,952 INFO ___FILE_ONLY___ ╚
425
+ 2024-06-20 18:45:14,955 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
426
+ 2024-06-20 18:45:15,093 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-nix-20240106004423.tar.gz HTTP/1.1" 200 2042
427
+ 2024-06-20 18:45:15,093 INFO ___FILE_ONLY___ ══════════════════════════════
428
+ 2024-06-20 18:45:15,094 INFO ___FILE_ONLY___ ══════════════════════════════
429
+ 2024-06-20 18:45:15,095 INFO ___FILE_ONLY___ ╝
430
+
431
+ 2024-06-20 18:45:15,103 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
432
+
433
+ 2024-06-20 18:45:15,103 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
434
+
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+ 2024-06-20 18:45:15,103 INFO ___FILE_ONLY___ ╚
436
+ 2024-06-20 18:45:15,107 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
437
+ 2024-06-20 18:45:15,108 INFO ___FILE_ONLY___ ╝
438
+
439
+ 2024-06-20 18:45:15,109 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
440
+
441
+ 2024-06-20 18:45:15,109 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
442
+
443
+ 2024-06-20 18:45:15,110 INFO ___FILE_ONLY___ ╚
444
+ 2024-06-20 18:45:15,113 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
445
+ 2024-06-20 18:45:15,248 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-core-nix-20240106004423.tar.gz HTTP/1.1" 200 2410
446
+ 2024-06-20 18:45:15,249 INFO ___FILE_ONLY___ ══════════════════════════════
447
+ 2024-06-20 18:45:15,251 INFO ___FILE_ONLY___ ═══════════════
448
+ 2024-06-20 18:45:15,251 INFO ___FILE_ONLY___ ═══════════════
449
+ 2024-06-20 18:45:15,252 INFO ___FILE_ONLY___ ╝
450
+
451
+ 2024-06-20 18:45:15,260 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
452
+
453
+ 2024-06-20 18:45:15,260 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
454
+
455
+ 2024-06-20 18:45:15,260 INFO ___FILE_ONLY___ ╚
456
+ 2024-06-20 18:45:15,264 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
457
+ 2024-06-20 18:45:15,431 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-crc32c-linux-x86_64-20231215195722.tar.gz HTTP/1.1" 200 1287877
458
+ 2024-06-20 18:45:15,440 INFO ___FILE_ONLY___ ═
459
+ 2024-06-20 18:45:15,441 INFO ___FILE_ONLY___ ═
460
+ 2024-06-20 18:45:15,441 INFO ___FILE_ONLY___ ═
461
+ 2024-06-20 18:45:15,441 INFO ___FILE_ONLY___ ═
462
+ 2024-06-20 18:45:15,442 INFO ___FILE_ONLY___ ═
463
+ 2024-06-20 18:45:15,442 INFO ___FILE_ONLY___ ═
464
+ 2024-06-20 18:45:15,442 INFO ___FILE_ONLY___ ═
465
+ 2024-06-20 18:45:15,442 INFO ___FILE_ONLY___ ═
466
+ 2024-06-20 18:45:15,442 INFO ___FILE_ONLY___ ═
467
+ 2024-06-20 18:45:15,443 INFO ___FILE_ONLY___ ═
468
+ 2024-06-20 18:45:15,443 INFO ___FILE_ONLY___ ═
469
+ 2024-06-20 18:45:15,443 INFO ___FILE_ONLY___ ═
470
+ 2024-06-20 18:45:15,443 INFO ___FILE_ONLY___ ═
471
+ 2024-06-20 18:45:15,444 INFO ___FILE_ONLY___ ═
472
+ 2024-06-20 18:45:15,444 INFO ___FILE_ONLY___ ═
473
+ 2024-06-20 18:45:15,444 INFO ___FILE_ONLY___ ═
474
+ 2024-06-20 18:45:15,444 INFO ___FILE_ONLY___ ═
475
+ 2024-06-20 18:45:15,444 INFO ___FILE_ONLY___ ═
476
+ 2024-06-20 18:45:15,444 INFO ___FILE_ONLY___ ═
477
+ 2024-06-20 18:45:15,444 INFO ___FILE_ONLY___ ═
478
+ 2024-06-20 18:45:15,444 INFO ___FILE_ONLY___ ═
479
+ 2024-06-20 18:45:15,445 INFO ___FILE_ONLY___ ═
480
+ 2024-06-20 18:45:15,445 INFO ___FILE_ONLY___ ═
481
+ 2024-06-20 18:45:15,445 INFO ___FILE_ONLY___ ═
482
+ 2024-06-20 18:45:15,445 INFO ___FILE_ONLY___ ═
483
+ 2024-06-20 18:45:15,445 INFO ___FILE_ONLY___ ═
484
+ 2024-06-20 18:45:15,445 INFO ___FILE_ONLY___ ═
485
+ 2024-06-20 18:45:15,445 INFO ___FILE_ONLY___ ═
486
+ 2024-06-20 18:45:15,445 INFO ___FILE_ONLY___ ═
487
+ 2024-06-20 18:45:15,446 INFO ___FILE_ONLY___ ═
488
+ 2024-06-20 18:45:15,480 INFO ___FILE_ONLY___ ═══════════════
489
+ 2024-06-20 18:45:15,480 INFO ___FILE_ONLY___ ═══════════════
490
+ 2024-06-20 18:45:15,481 INFO ___FILE_ONLY___ ╝
491
+
492
+ 2024-06-20 18:45:15,489 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
493
+
494
+ 2024-06-20 18:45:15,489 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
495
+
496
+ 2024-06-20 18:45:15,489 INFO ___FILE_ONLY___ ╚
497
+ 2024-06-20 18:45:15,494 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
498
+ 2024-06-20 18:45:15,494 INFO ___FILE_ONLY___ ╝
499
+
500
+ 2024-06-20 18:45:15,496 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
501
+
502
+ 2024-06-20 18:45:15,496 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies ═╣
503
+
504
+ 2024-06-20 18:45:15,496 INFO ___FILE_ONLY___ ╚
505
+ 2024-06-20 18:45:15,500 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
506
+ 2024-06-20 18:45:15,636 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-deps-linux-x86_64-20210416153011.tar.gz HTTP/1.1" 200 104
507
+ 2024-06-20 18:45:15,637 INFO ___FILE_ONLY___ ══════════════════════════════
508
+ 2024-06-20 18:45:15,638 INFO ___FILE_ONLY___ ══════════════════════════════
509
+ 2024-06-20 18:45:15,638 INFO ___FILE_ONLY___ ╝
510
+
511
+ 2024-06-20 18:45:15,647 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
512
+
513
+ 2024-06-20 18:45:15,647 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
514
+
515
+ 2024-06-20 18:45:15,647 INFO ___FILE_ONLY___ ╚
516
+ 2024-06-20 18:45:15,647 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
517
+ 2024-06-20 18:45:15,647 INFO ___FILE_ONLY___ ══════════════════════════════
518
+ 2024-06-20 18:45:15,647 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
519
+ 2024-06-20 18:45:15,647 INFO ___FILE_ONLY___ ══════════════════════════════
520
+ 2024-06-20 18:45:15,647 INFO ___FILE_ONLY___ ╝
521
+
522
+ 2024-06-20 18:45:15,651 DEBUG root Updating notification cache...
523
+ 2024-06-20 18:45:15,651 INFO ___FILE_ONLY___
524
+
525
+ 2024-06-20 18:45:15,653 INFO ___FILE_ONLY___ Performing post processing steps...
526
+ 2024-06-20 18:45:15,654 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
527
+ 2024-06-20 18:45:25,832 DEBUG ___FILE_ONLY___
528
+ 2024-06-20 18:45:25,832 DEBUG ___FILE_ONLY___
529
+ 2024-06-20 18:45:25,920 INFO ___FILE_ONLY___
530
+ Update done!
531
+
532
+
533
+ 2024-06-20 18:45:25,925 DEBUG root Chosen display Format:none
534
+ 2024-06-20 18:45:25,925 INFO root Display format: "none"
.config/logs/2024.06.20/18.45.16.088421.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-06-20 18:45:16,089 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-06-20 18:45:16,091 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-06-20 18:45:16,093 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-06-20 18:45:25,736 DEBUG root Chosen display Format:none
5
+ 2024-06-20 18:45:25,737 INFO root Display format: "none"
.config/logs/2024.06.20/18.45.26.499835.log ADDED
@@ -0,0 +1,169 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-06-20 18:45:26,500 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-06-20 18:45:26,503 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2024-06-20 18:45:26,505 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2024-06-20 18:45:26,506 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2024-06-20 18:45:26,516 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2024-06-20 18:45:26,652 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 222658
8
+ 2024-06-20 18:45:26,670 WARNING root Component [compute] no longer exists.
9
+ 2024-06-20 18:45:26,671 WARNING root Component [preview] no longer exists.
10
+ 2024-06-20 18:45:26,672 INFO ___FILE_ONLY___
11
+
12
+ 2024-06-20 18:45:26,672 INFO ___FILE_ONLY___
13
+ Your current Google Cloud CLI version is: 481.0.0
14
+
15
+ 2024-06-20 18:45:26,673 INFO ___FILE_ONLY___ Installing components from version: 481.0.0
16
+
17
+ 2024-06-20 18:45:26,673 INFO ___FILE_ONLY___
18
+
19
+ 2024-06-20 18:45:26,673 DEBUG root Chosen display Format:table[box,title="These components will be removed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
20
+ 2024-06-20 18:45:26,674 DEBUG root Chosen display Format:table[box,title="These components will be updated."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
21
+ 2024-06-20 18:45:26,674 DEBUG root Chosen display Format:table[box,title="These components will be installed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
22
+ 2024-06-20 18:45:26,710 INFO ___FILE_ONLY___ ┌──────────────────────────────────────────────┐
23
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___
24
+
25
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___ │ These components will be installed. │
26
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___
27
+
28
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___ ├───────────────────────┬────────────┬─────────┤
29
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___
30
+
31
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
32
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___
33
+
34
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___ ├───────────────────────┼────────────┼─────────┤
35
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___
36
+
37
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___ │
38
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___ gcloud Alpha Commands
39
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___
40
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___ │
41
+ 2024-06-20 18:45:26,711 INFO ___FILE_ONLY___ 2024.06.14
42
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___
43
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___ │
44
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___ < 1 MiB
45
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___
46
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___ │
47
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___
48
+
49
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___ │
50
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___ gcloud Beta Commands
51
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___
52
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___ │
53
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___ 2024.06.14
54
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___
55
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___ │
56
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___ < 1 MiB
57
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___
58
+ 2024-06-20 18:45:26,712 INFO ___FILE_ONLY___ │
59
+ 2024-06-20 18:45:26,713 INFO ___FILE_ONLY___
60
+
61
+ 2024-06-20 18:45:26,713 INFO ___FILE_ONLY___ └───────────────────────┴────────────┴─────────┘
62
+ 2024-06-20 18:45:26,713 INFO ___FILE_ONLY___
63
+
64
+ 2024-06-20 18:45:26,713 INFO ___FILE_ONLY___
65
+
66
+ 2024-06-20 18:45:26,717 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
67
+ 2024-06-20 18:45:26,864 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1232275
68
+ 2024-06-20 18:45:26,901 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
69
+ https://cloud.google.com/sdk/release_notes
70
+
71
+
72
+ 2024-06-20 18:45:26,904 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
73
+
74
+ 2024-06-20 18:45:26,904 INFO ___FILE_ONLY___ ╠═ Creating update staging area ═╣
75
+
76
+ 2024-06-20 18:45:26,904 INFO ___FILE_ONLY___ ╚
77
+ 2024-06-20 18:45:26,904 INFO ___FILE_ONLY___ ══════
78
+ 2024-06-20 18:45:27,532 INFO ___FILE_ONLY___ ══════
79
+ 2024-06-20 18:45:27,533 INFO ___FILE_ONLY___ ══════
80
+ 2024-06-20 18:45:27,821 INFO ___FILE_ONLY___ ═
81
+ 2024-06-20 18:45:27,892 INFO ___FILE_ONLY___ ═
82
+ 2024-06-20 18:45:27,942 INFO ___FILE_ONLY___ ═
83
+ 2024-06-20 18:45:28,003 INFO ___FILE_ONLY___ ═
84
+ 2024-06-20 18:45:28,065 INFO ___FILE_ONLY___ ═
85
+ 2024-06-20 18:45:28,133 INFO ___FILE_ONLY___ ═
86
+ 2024-06-20 18:45:28,184 INFO ___FILE_ONLY___ ═
87
+ 2024-06-20 18:45:28,251 INFO ___FILE_ONLY___ ═
88
+ 2024-06-20 18:45:28,392 INFO ___FILE_ONLY___ ═
89
+ 2024-06-20 18:45:28,469 INFO ___FILE_ONLY___ ═
90
+ 2024-06-20 18:45:28,547 INFO ___FILE_ONLY___ ═
91
+ 2024-06-20 18:45:28,600 INFO ___FILE_ONLY___ ═
92
+ 2024-06-20 18:45:28,786 INFO ___FILE_ONLY___ ═
93
+ 2024-06-20 18:45:28,842 INFO ___FILE_ONLY___ ═
94
+ 2024-06-20 18:45:28,902 INFO ___FILE_ONLY___ ═
95
+ 2024-06-20 18:45:28,960 INFO ___FILE_ONLY___ ═
96
+ 2024-06-20 18:45:29,047 INFO ___FILE_ONLY___ ═
97
+ 2024-06-20 18:45:29,114 INFO ___FILE_ONLY___ ═
98
+ 2024-06-20 18:45:29,170 INFO ___FILE_ONLY___ ═
99
+ 2024-06-20 18:45:29,232 INFO ___FILE_ONLY___ ═
100
+ 2024-06-20 18:45:29,297 INFO ___FILE_ONLY___ ═
101
+ 2024-06-20 18:45:29,356 INFO ___FILE_ONLY___ ═
102
+ 2024-06-20 18:45:29,420 INFO ___FILE_ONLY___ ═
103
+ 2024-06-20 18:45:29,488 INFO ___FILE_ONLY___ ═
104
+ 2024-06-20 18:45:29,547 INFO ___FILE_ONLY___ ═
105
+ 2024-06-20 18:45:29,602 INFO ___FILE_ONLY___ ═
106
+ 2024-06-20 18:45:29,660 INFO ___FILE_ONLY___ ═
107
+ 2024-06-20 18:45:29,719 INFO ___FILE_ONLY___ ═
108
+ 2024-06-20 18:45:29,790 INFO ___FILE_ONLY___ ═
109
+ 2024-06-20 18:45:29,858 INFO ___FILE_ONLY___ ═
110
+ 2024-06-20 18:45:29,925 INFO ___FILE_ONLY___ ═
111
+ 2024-06-20 18:45:30,009 INFO ___FILE_ONLY___ ═
112
+ 2024-06-20 18:45:30,102 INFO ___FILE_ONLY___ ═
113
+ 2024-06-20 18:45:30,234 INFO ___FILE_ONLY___ ═
114
+ 2024-06-20 18:45:30,298 INFO ___FILE_ONLY___ ═
115
+ 2024-06-20 18:45:30,361 INFO ___FILE_ONLY___ ═
116
+ 2024-06-20 18:45:30,425 INFO ___FILE_ONLY___ ═
117
+ 2024-06-20 18:45:30,497 INFO ___FILE_ONLY___ ═
118
+ 2024-06-20 18:45:30,557 INFO ___FILE_ONLY___ ═
119
+ 2024-06-20 18:45:30,626 INFO ___FILE_ONLY___ ═
120
+ 2024-06-20 18:45:30,690 INFO ___FILE_ONLY___ ═
121
+ 2024-06-20 18:45:30,750 INFO ___FILE_ONLY___ ═
122
+ 2024-06-20 18:45:30,750 INFO ___FILE_ONLY___ ╝
123
+
124
+ 2024-06-20 18:45:34,065 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
125
+
126
+ 2024-06-20 18:45:34,065 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
127
+
128
+ 2024-06-20 18:45:34,065 INFO ___FILE_ONLY___ ╚
129
+ 2024-06-20 18:45:34,069 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
130
+ 2024-06-20 18:45:34,203 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20240614142823.tar.gz HTTP/1.1" 200 800
131
+ 2024-06-20 18:45:34,204 INFO ___FILE_ONLY___ ══════════════════════════════
132
+ 2024-06-20 18:45:34,205 INFO ___FILE_ONLY___ ══════════════════════════════
133
+ 2024-06-20 18:45:34,205 INFO ___FILE_ONLY___ ╝
134
+
135
+ 2024-06-20 18:45:34,213 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
136
+
137
+ 2024-06-20 18:45:34,213 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
138
+
139
+ 2024-06-20 18:45:34,214 INFO ___FILE_ONLY___ ╚
140
+ 2024-06-20 18:45:34,217 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
141
+ 2024-06-20 18:45:34,289 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20240614142823.tar.gz HTTP/1.1" 200 797
142
+ 2024-06-20 18:45:34,290 INFO ___FILE_ONLY___ ══════════════════════════════
143
+ 2024-06-20 18:45:34,291 INFO ___FILE_ONLY___ ══════════════════════════════
144
+ 2024-06-20 18:45:34,291 INFO ___FILE_ONLY___ ╝
145
+
146
+ 2024-06-20 18:45:34,300 INFO ___FILE_ONLY___ ��════════════════════════════════════════════════════════════╗
147
+
148
+ 2024-06-20 18:45:34,300 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
149
+
150
+ 2024-06-20 18:45:34,300 INFO ___FILE_ONLY___ ╚
151
+ 2024-06-20 18:45:34,300 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
152
+ 2024-06-20 18:45:34,300 INFO ___FILE_ONLY___ ══════════════════════════════
153
+ 2024-06-20 18:45:34,300 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
154
+ 2024-06-20 18:45:34,300 INFO ___FILE_ONLY___ ══════════════════════════════
155
+ 2024-06-20 18:45:34,300 INFO ___FILE_ONLY___ ╝
156
+
157
+ 2024-06-20 18:45:34,304 DEBUG root Updating notification cache...
158
+ 2024-06-20 18:45:34,305 INFO ___FILE_ONLY___
159
+
160
+ 2024-06-20 18:45:34,307 INFO ___FILE_ONLY___ Performing post processing steps...
161
+ 2024-06-20 18:45:34,307 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
162
+ 2024-06-20 18:45:45,377 DEBUG ___FILE_ONLY___
163
+ 2024-06-20 18:45:45,377 DEBUG ___FILE_ONLY___
164
+ 2024-06-20 18:45:45,573 INFO ___FILE_ONLY___
165
+ Update done!
166
+
167
+
168
+ 2024-06-20 18:45:45,576 DEBUG root Chosen display Format:none
169
+ 2024-06-20 18:45:45,577 INFO root Display format: "none"
.config/logs/2024.06.20/18.45.34.766844.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-06-20 18:45:34,767 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-06-20 18:45:34,769 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-06-20 18:45:34,771 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-06-20 18:45:45,271 DEBUG root Chosen display Format:none
5
+ 2024-06-20 18:45:45,271 INFO root Display format: "none"
.config/logs/2024.06.20/18.45.46.131261.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2024-06-20 18:45:46,133 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2024-06-20 18:45:46,184 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2024-06-20 18:45:46,187 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2024-06-20 18:45:46,188 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
5
+
6
+ 2024-06-20 18:45:46,189 DEBUG root Chosen display Format:default
7
+ 2024-06-20 18:45:46,189 INFO root Display format: "default"
8
+ 2024-06-20 18:45:46,190 DEBUG root SDK update checks are disabled.
.config/logs/2024.06.20/18.45.46.750529.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2024-06-20 18:45:46,752 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2024-06-20 18:45:46,802 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2024-06-20 18:45:46,805 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2024-06-20 18:45:46,806 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
6
+ 2024-06-20 18:45:46,806 DEBUG root Chosen display Format:default
7
+ 2024-06-20 18:45:46,807 INFO root Display format: "default"
8
+ 2024-06-20 18:45:46,808 DEBUG root SDK update checks are disabled.
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ sample_data/mnist_test.csv filter=lfs diff=lfs merge=lfs -text
37
+ sample_data/mnist_train_small.csv filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -1,12 +1,6 @@
1
  ---
2
- title: Chatbot Hello
3
- emoji: 🏃
4
- colorFrom: yellow
5
- colorTo: indigo
6
  sdk: gradio
7
  sdk_version: 4.36.1
8
- app_file: app.py
9
- pinned: false
10
  ---
11
-
12
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
1
  ---
2
+ title: chatbot_hello
3
+ app_file: ./app.py
 
 
4
  sdk: gradio
5
  sdk_version: 4.36.1
 
 
6
  ---
 
 
app.py ADDED
@@ -0,0 +1,115 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # -*- coding: utf-8 -*-
2
+ """llama3-chatbot.ipynb
3
+
4
+ Automatically generated by Colab.
5
+
6
+ Original file is located at
7
+ https://colab.research.google.com/drive/135s6JfFHtKhcOcp7xB3b6v6FOYLenQEM
8
+ """
9
+
10
+
11
+ !pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu121
12
+
13
+ !pip install -U "transformers==4.40.0"
14
+
15
+ !pip install --upgrade bitsandbytes
16
+
17
+ !pip install --upgrade accelerate
18
+
19
+ !pip install gradio
20
+
21
+ import transformers
22
+ import torch
23
+
24
+ model_id = "unsloth/llama-3-8b-Instruct-bnb-4bit"
25
+
26
+ pipeline = transformers.pipeline(
27
+ "text-generation",
28
+ model=model_id,
29
+ model_kwargs={
30
+ "torch_dtype": torch.float16,
31
+ "quantization_config": {"load_in_4bit": True},
32
+ "low_cpu_mem_usage": True,
33
+ },
34
+ )
35
+
36
+ messages = [
37
+ {"role": "system", "content": "You are a helpful assistant!"},
38
+ {"role": "user", "content": """Hey how are you doing today?"""},
39
+ ]
40
+
41
+ prompt = pipeline.tokenizer.apply_chat_template(
42
+ messages,
43
+ tokenize=False,
44
+ add_generation_prompt=True
45
+ )
46
+
47
+ terminators = [
48
+ pipeline.tokenizer.eos_token_id,
49
+ pipeline.tokenizer.convert_tokens_to_ids("<|eot_id|>")
50
+ ]
51
+
52
+ outputs = pipeline(
53
+ prompt,
54
+ max_new_tokens=256,
55
+ eos_token_id=terminators,
56
+ do_sample=True,
57
+ temperature=0.6,
58
+ top_p=0.9,
59
+ )
60
+
61
+ print(outputs[0]["generated_text"][len(prompt):])
62
+
63
+ import gradio as gr
64
+
65
+ messages = []
66
+
67
+ def add_text(history, text):
68
+ global messages
69
+ history = history + [(text,'')]
70
+ messages = messages + [{"role":'user', 'content': text}]
71
+ return history, text
72
+
73
+ def generate(history):
74
+ global messages
75
+ prompt = pipeline.tokenizer.apply_chat_template(
76
+ messages,
77
+ tokenize=False,
78
+ add_generation_prompt=True
79
+ )
80
+
81
+ terminators = [
82
+ pipeline.tokenizer.eos_token_id,
83
+ pipeline.tokenizer.convert_tokens_to_ids("<|eot_id|>")
84
+ ]
85
+
86
+ outputs = pipeline(
87
+ prompt,
88
+ max_new_tokens=256,
89
+ eos_token_id=terminators,
90
+ do_sample=True,
91
+ temperature=0.6,
92
+ top_p=0.9,
93
+ )
94
+ response_msg = outputs[0]["generated_text"][len(prompt):]
95
+ for char in response_msg:
96
+ history[-1][1] += char
97
+ yield history
98
+ pass
99
+
100
+ with gr.Blocks() as demo:
101
+
102
+ chatbot = gr.Chatbot(value=[], elem_id="chatbot")
103
+ with gr.Row():
104
+ txt = gr.Textbox(
105
+ show_label=False,
106
+ placeholder="Enter text and press enter",
107
+ )
108
+
109
+ txt.submit(add_text, [chatbot, txt], [chatbot, txt], queue=False).then(
110
+ generate, inputs =[chatbot,],outputs = chatbot,)
111
+
112
+ demo.queue()
113
+ demo.launch(debug=True)
114
+
115
+ !gradio deploy
sample_data/README.md ADDED
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1
+ This directory includes a few sample datasets to get you started.
2
+
3
+ * `california_housing_data*.csv` is California housing data from the 1990 US
4
+ Census; more information is available at:
5
+ https://developers.google.com/machine-learning/crash-course/california-housing-data-description
6
+
7
+ * `mnist_*.csv` is a small sample of the
8
+ [MNIST database](https://en.wikipedia.org/wiki/MNIST_database), which is
9
+ described at: http://yann.lecun.com/exdb/mnist/
10
+
11
+ * `anscombe.json` contains a copy of
12
+ [Anscombe's quartet](https://en.wikipedia.org/wiki/Anscombe%27s_quartet); it
13
+ was originally described in
14
+
15
+ Anscombe, F. J. (1973). 'Graphs in Statistical Analysis'. American
16
+ Statistician. 27 (1): 17-21. JSTOR 2682899.
17
+
18
+ and our copy was prepared by the
19
+ [vega_datasets library](https://github.com/altair-viz/vega_datasets/blob/4f67bdaad10f45e3549984e17e1b3088c731503d/vega_datasets/_data/anscombe.json).
sample_data/anscombe.json ADDED
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+ [
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+ {"Series":"I", "X":10.0, "Y":8.04},
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+ {"Series":"I", "X":8.0, "Y":6.95},
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+ {"Series":"I", "X":13.0, "Y":7.58},
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+ {"Series":"I", "X":11.0, "Y":8.33},
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+ {"Series":"I", "X":14.0, "Y":9.96},
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+ {"Series":"I", "X":6.0, "Y":7.24},
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+ {"Series":"I", "X":4.0, "Y":4.26},
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+ {"Series":"I", "X":12.0, "Y":10.84},
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+ {"Series":"I", "X":7.0, "Y":4.81},
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+ {"Series":"I", "X":5.0, "Y":5.68},
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+
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+ {"Series":"II", "X":10.0, "Y":9.14},
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+ {"Series":"II", "X":8.0, "Y":8.14},
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+ {"Series":"II", "X":13.0, "Y":8.74},
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+ {"Series":"II", "X":9.0, "Y":8.77},
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+ {"Series":"II", "X":11.0, "Y":9.26},
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+ {"Series":"II", "X":14.0, "Y":8.10},
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+ {"Series":"II", "X":6.0, "Y":6.13},
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+ {"Series":"II", "X":4.0, "Y":3.10},
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+ {"Series":"II", "X":12.0, "Y":9.13},
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+ {"Series":"II", "X":7.0, "Y":7.26},
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+ {"Series":"II", "X":5.0, "Y":4.74},
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+
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+ {"Series":"III", "X":10.0, "Y":7.46},
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+ {"Series":"III", "X":8.0, "Y":6.77},
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+ {"Series":"III", "X":13.0, "Y":12.74},
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+ {"Series":"III", "X":9.0, "Y":7.11},
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+ {"Series":"III", "X":11.0, "Y":7.81},
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+ {"Series":"III", "X":14.0, "Y":8.84},
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+ {"Series":"III", "X":6.0, "Y":6.08},
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+ {"Series":"III", "X":4.0, "Y":5.39},
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+ {"Series":"III", "X":12.0, "Y":8.15},
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+ {"Series":"III", "X":7.0, "Y":6.42},
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+ {"Series":"III", "X":5.0, "Y":5.73},
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+
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+ {"Series":"IV", "X":8.0, "Y":6.58},
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+ {"Series":"IV", "X":8.0, "Y":5.76},
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+ {"Series":"IV", "X":8.0, "Y":7.71},
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+ {"Series":"IV", "X":8.0, "Y":8.84},
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+ {"Series":"IV", "X":8.0, "Y":8.47},
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+ {"Series":"IV", "X":8.0, "Y":7.04},
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+ {"Series":"IV", "X":8.0, "Y":5.25},
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+ {"Series":"IV", "X":19.0, "Y":12.50},
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+ {"Series":"IV", "X":8.0, "Y":5.56},
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+ {"Series":"IV", "X":8.0, "Y":7.91},
48
+ {"Series":"IV", "X":8.0, "Y":6.89}
49
+ ]
sample_data/california_housing_test.csv ADDED
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sample_data/california_housing_train.csv ADDED
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