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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/2023.10.17/13.24.03.416863.log +596 -0
  10. .config/logs/2023.10.17/13.24.29.399392.log +5 -0
  11. .config/logs/2023.10.17/13.24.38.790922.log +169 -0
  12. .config/logs/2023.10.17/13.24.46.939238.log +5 -0
  13. .config/logs/2023.10.17/13.24.56.320893.log +8 -0
  14. .config/logs/2023.10.17/13.24.57.081204.log +8 -0
  15. .gitattributes +2 -0
  16. .github/workflows/update_space.yml +28 -0
  17. README.md +3 -9
  18. llama_chat_bot.py +103 -0
  19. sample_data/README.md +19 -0
  20. sample_data/anscombe.json +49 -0
  21. sample_data/california_housing_test.csv +0 -0
  22. sample_data/california_housing_train.csv +0 -0
  23. sample_data/mnist_test.csv +3 -0
  24. 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: 1697549078.0672433
.config/.last_update_check.json ADDED
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+ {"last_update_check_time": 1697549086.3381124, "last_update_check_revision": 20231006153333, "notifications": [], "last_nag_times": {}}
.config/active_config ADDED
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+ default
.config/config_sentinel ADDED
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.config/configurations/config_default ADDED
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+ [component_manager]
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+ disable_update_check = true
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+ [compute]
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+ gce_metadata_read_timeout_sec = 0
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.config/default_configs.db ADDED
Binary file (12.3 kB). View file
 
.config/gce ADDED
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.config/logs/2023.10.17/13.24.03.416863.log ADDED
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+ 2023-10-17 13:24:19,033 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
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+ 2023-10-17 13:24:19,037 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
281
+ 2023-10-17 13:24:19,120 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-nix-20230915145114.tar.gz HTTP/1.1" 200 1943
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+ 2023-10-17 13:24:19,121 INFO ___FILE_ONLY___ ══════════════════════════════
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+ 2023-10-17 13:24:19,132 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.9 ═╣
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+ 2023-10-17 13:24:19,132 INFO ___FILE_ONLY___ ╚
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+ 2023-10-17 13:24:19,136 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2023-10-17 13:24:19,226 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bundled-python3-unix-linux-x86_64-20230707144938.tar.gz HTTP/1.1" 200 66719069
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+ 2023-10-17 13:24:23,437 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.9 ═╣
358
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366
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368
+ 2023-10-17 13:24:23,449 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
369
+ 2023-10-17 13:24:23,543 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-20231002150006.tar.gz HTTP/1.1" 200 11838390
370
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415
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416
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429
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430
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432
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433
+
434
+ 2023-10-17 13:24:25,343 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
435
+
436
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437
+ 2023-10-17 13:24:25,347 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
438
+ 2023-10-17 13:24:25,431 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-nix-20230915145114.tar.gz HTTP/1.1" 200 1955
439
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440
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441
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442
+
443
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444
+
445
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446
+
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448
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449
+ 2023-10-17 13:24:25,448 INFO ___FILE_ONLY___ ╝
450
+
451
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452
+
453
+ 2023-10-17 13:24:25,450 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
454
+
455
+ 2023-10-17 13:24:25,450 INFO ___FILE_ONLY___ ╚
456
+ 2023-10-17 13:24:25,454 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
457
+ 2023-10-17 13:24:25,539 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-core-nix-20230915145114.tar.gz HTTP/1.1" 200 2319
458
+ 2023-10-17 13:24:25,540 INFO ___FILE_ONLY___ ══════════════════════════════
459
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460
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461
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+
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464
+
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+ 2023-10-17 13:24:25,552 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
466
+
467
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468
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469
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472
+
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+ 2023-10-17 13:24:25,560 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
474
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476
+ 2023-10-17 13:24:25,564 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
477
+ 2023-10-17 13:24:25,658 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-crc32c-linux-x86_64-20230922151743.tar.gz HTTP/1.1" 200 1288666
478
+ 2023-10-17 13:24:25,668 INFO ___FILE_ONLY___ ═
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480
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481
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482
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483
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484
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485
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486
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487
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488
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489
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490
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491
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492
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493
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494
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495
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496
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497
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498
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499
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500
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501
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502
+ 2023-10-17 13:24:25,672 INFO ___FILE_ONLY___ ═
503
+ 2023-10-17 13:24:25,672 INFO ___FILE_ONLY___ ═
504
+ 2023-10-17 13:24:25,672 INFO ___FILE_ONLY___ ═
505
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506
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507
+ 2023-10-17 13:24:25,673 INFO ___FILE_ONLY___ ═
508
+ 2023-10-17 13:24:25,708 INFO ___FILE_ONLY___ ═══════════════
509
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510
+ 2023-10-17 13:24:25,708 INFO ___FILE_ONLY___ ╝
511
+
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513
+
514
+ 2023-10-17 13:24:25,719 INFO ___FILE_ONLY___ ╠═ Installing: anthoscli ═╣
515
+
516
+ 2023-10-17 13:24:25,719 INFO ___FILE_ONLY___ ╚
517
+ 2023-10-17 13:24:25,723 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
518
+ 2023-10-17 13:24:25,819 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-anthoscli-linux-x86_64-20230915145114.tar.gz HTTP/1.1" 200 72006203
519
+ 2023-10-17 13:24:26,305 INFO ___FILE_ONLY___ ═
520
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521
+ 2023-10-17 13:24:26,311 INFO ___FILE_ONLY___ ═
522
+ 2023-10-17 13:24:26,314 INFO ___FILE_ONLY___ ═
523
+ 2023-10-17 13:24:26,317 INFO ___FILE_ONLY___ ═
524
+ 2023-10-17 13:24:26,320 INFO ___FILE_ONLY___ ═
525
+ 2023-10-17 13:24:26,323 INFO ___FILE_ONLY___ ═
526
+ 2023-10-17 13:24:26,326 INFO ___FILE_ONLY___ ═
527
+ 2023-10-17 13:24:26,329 INFO ___FILE_ONLY___ ═
528
+ 2023-10-17 13:24:26,333 INFO ___FILE_ONLY___ ═
529
+ 2023-10-17 13:24:26,336 INFO ___FILE_ONLY___ ═
530
+ 2023-10-17 13:24:26,339 INFO ___FILE_ONLY___ ═
531
+ 2023-10-17 13:24:26,341 INFO ___FILE_ONLY___ ═
532
+ 2023-10-17 13:24:26,344 INFO ___FILE_ONLY___ ═
533
+ 2023-10-17 13:24:26,348 INFO ___FILE_ONLY___ ═
534
+ 2023-10-17 13:24:26,351 INFO ___FILE_ONLY___ ═
535
+ 2023-10-17 13:24:26,354 INFO ___FILE_ONLY___ ═
536
+ 2023-10-17 13:24:26,357 INFO ___FILE_ONLY___ ═
537
+ 2023-10-17 13:24:26,360 INFO ___FILE_ONLY___ ═
538
+ 2023-10-17 13:24:26,363 INFO ___FILE_ONLY___ ═
539
+ 2023-10-17 13:24:26,366 INFO ___FILE_ONLY___ ═
540
+ 2023-10-17 13:24:26,369 INFO ___FILE_ONLY___ ═
541
+ 2023-10-17 13:24:26,372 INFO ___FILE_ONLY___ ═
542
+ 2023-10-17 13:24:26,375 INFO ___FILE_ONLY___ ═
543
+ 2023-10-17 13:24:26,378 INFO ___FILE_ONLY___ ═
544
+ 2023-10-17 13:24:26,381 INFO ___FILE_ONLY___ ═
545
+ 2023-10-17 13:24:26,384 INFO ___FILE_ONLY___ ═
546
+ 2023-10-17 13:24:26,387 INFO ___FILE_ONLY___ ═
547
+ 2023-10-17 13:24:26,391 INFO ___FILE_ONLY___ ═
548
+ 2023-10-17 13:24:26,394 INFO ___FILE_ONLY___ ═
549
+ 2023-10-17 13:24:28,626 INFO ___FILE_ONLY___ ══════════
550
+ 2023-10-17 13:24:28,631 INFO ___FILE_ONLY___ ═════════
551
+ 2023-10-17 13:24:28,659 INFO ___FILE_ONLY___ ═══════════
552
+ 2023-10-17 13:24:28,659 INFO ___FILE_ONLY___ ╝
553
+
554
+ 2023-10-17 13:24:28,683 INFO ___FILE_ONLY___ ╔═════════════════════════════════��══════════════════════════╗
555
+
556
+ 2023-10-17 13:24:28,683 INFO ___FILE_ONLY___ ╠═ Installing: anthoscli ═╣
557
+
558
+ 2023-10-17 13:24:28,683 INFO ___FILE_ONLY___ ╚
559
+ 2023-10-17 13:24:28,688 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
560
+ 2023-10-17 13:24:28,688 INFO ___FILE_ONLY___ ╝
561
+
562
+ 2023-10-17 13:24:28,690 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
563
+
564
+ 2023-10-17 13:24:28,690 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies ═╣
565
+
566
+ 2023-10-17 13:24:28,691 INFO ___FILE_ONLY___ ╚
567
+ 2023-10-17 13:24:28,695 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
568
+ 2023-10-17 13:24:28,780 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
569
+ 2023-10-17 13:24:28,780 INFO ___FILE_ONLY___ ══════════════════════════════
570
+ 2023-10-17 13:24:28,781 INFO ___FILE_ONLY___ ══════════════════════════════
571
+ 2023-10-17 13:24:28,781 INFO ___FILE_ONLY___ ╝
572
+
573
+ 2023-10-17 13:24:28,790 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
574
+
575
+ 2023-10-17 13:24:28,790 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
576
+
577
+ 2023-10-17 13:24:28,790 INFO ___FILE_ONLY___ ╚
578
+ 2023-10-17 13:24:28,790 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
579
+ 2023-10-17 13:24:28,790 INFO ___FILE_ONLY___ ══════════════════════════════
580
+ 2023-10-17 13:24:28,791 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
581
+ 2023-10-17 13:24:28,791 INFO ___FILE_ONLY___ ══════════════════════════════
582
+ 2023-10-17 13:24:28,791 INFO ___FILE_ONLY___ ╝
583
+
584
+ 2023-10-17 13:24:28,795 DEBUG root Updating notification cache...
585
+ 2023-10-17 13:24:28,795 INFO ___FILE_ONLY___
586
+
587
+ 2023-10-17 13:24:28,797 INFO ___FILE_ONLY___ Performing post processing steps...
588
+ 2023-10-17 13:24:28,798 DEBUG root Executing command: ['python3', '-S', '/tools/google-cloud-sdk/lib/gcloud.py', 'components', 'post-process']
589
+ 2023-10-17 13:24:37,931 DEBUG ___FILE_ONLY___
590
+ 2023-10-17 13:24:37,931 DEBUG ___FILE_ONLY___
591
+ 2023-10-17 13:24:38,061 INFO ___FILE_ONLY___
592
+ Update done!
593
+
594
+
595
+ 2023-10-17 13:24:38,066 DEBUG root Chosen display Format:none
596
+ 2023-10-17 13:24:38,066 INFO root Display format: "none"
.config/logs/2023.10.17/13.24.29.399392.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2023-10-17 13:24:29,400 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2023-10-17 13:24:29,402 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2023-10-17 13:24:29,405 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2023-10-17 13:24:37,814 DEBUG root Chosen display Format:none
5
+ 2023-10-17 13:24:37,815 INFO root Display format: "none"
.config/logs/2023.10.17/13.24.38.790922.log ADDED
@@ -0,0 +1,169 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2023-10-17 13:24:38,792 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2023-10-17 13:24:38,794 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2023-10-17 13:24:38,797 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2023-10-17 13:24:38,798 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2023-10-17 13:24:38,803 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2023-10-17 13:24:38,882 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 209941
8
+ 2023-10-17 13:24:38,902 WARNING root Component [compute] no longer exists.
9
+ 2023-10-17 13:24:38,902 WARNING root Component [preview] no longer exists.
10
+ 2023-10-17 13:24:38,903 INFO ___FILE_ONLY___
11
+
12
+ 2023-10-17 13:24:38,904 INFO ___FILE_ONLY___
13
+ Your current Google Cloud CLI version is: 450.0.0
14
+
15
+ 2023-10-17 13:24:38,904 INFO ___FILE_ONLY___ Installing components from version: 450.0.0
16
+
17
+ 2023-10-17 13:24:38,904 INFO ___FILE_ONLY___
18
+
19
+ 2023-10-17 13:24:38,904 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
+ 2023-10-17 13:24:38,905 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
+ 2023-10-17 13:24:38,905 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
+ 2023-10-17 13:24:38,907 INFO ___FILE_ONLY___ ┌──────────────────────────────────────────────┐
23
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___
24
+
25
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___ │ These components will be installed. │
26
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___
27
+
28
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___ ├───────────────────────┬────────────┬─────────┤
29
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___
30
+
31
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
32
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___
33
+
34
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___ ├───────────────────────┼────────────┼─────────┤
35
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___
36
+
37
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___ │
38
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___ gcloud Alpha Commands
39
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___
40
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___ │
41
+ 2023-10-17 13:24:38,908 INFO ___FILE_ONLY___ 2023.10.06
42
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___
43
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___ │
44
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___ < 1 MiB
45
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___
46
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___ │
47
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___
48
+
49
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___ │
50
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___ gcloud Beta Commands
51
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___
52
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___ │
53
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___ 2023.10.06
54
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___
55
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___ │
56
+ 2023-10-17 13:24:38,909 INFO ___FILE_ONLY___ < 1 MiB
57
+ 2023-10-17 13:24:38,910 INFO ___FILE_ONLY___
58
+ 2023-10-17 13:24:38,910 INFO ___FILE_ONLY___ │
59
+ 2023-10-17 13:24:38,910 INFO ___FILE_ONLY___
60
+
61
+ 2023-10-17 13:24:38,910 INFO ___FILE_ONLY___ └───────────────────────┴────────────┴─────────┘
62
+ 2023-10-17 13:24:38,910 INFO ___FILE_ONLY___
63
+
64
+ 2023-10-17 13:24:38,910 INFO ___FILE_ONLY___
65
+
66
+ 2023-10-17 13:24:38,916 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
67
+ 2023-10-17 13:24:39,006 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1089789
68
+ 2023-10-17 13:24:39,071 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
69
+ https://cloud.google.com/sdk/release_notes
70
+
71
+
72
+ 2023-10-17 13:24:39,074 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
73
+
74
+ 2023-10-17 13:24:39,074 INFO ___FILE_ONLY___ ╠═ Creating update staging area ═╣
75
+
76
+ 2023-10-17 13:24:39,074 INFO ___FILE_ONLY___ ╚
77
+ 2023-10-17 13:24:39,074 INFO ___FILE_ONLY___ ══════
78
+ 2023-10-17 13:24:39,740 INFO ___FILE_ONLY___ ══════
79
+ 2023-10-17 13:24:39,741 INFO ___FILE_ONLY___ ══════
80
+ 2023-10-17 13:24:40,127 INFO ___FILE_ONLY___ ═
81
+ 2023-10-17 13:24:40,255 INFO ___FILE_ONLY___ ═
82
+ 2023-10-17 13:24:40,362 INFO ___FILE_ONLY___ ═
83
+ 2023-10-17 13:24:40,663 INFO ___FILE_ONLY___ ═
84
+ 2023-10-17 13:24:40,742 INFO ___FILE_ONLY___ ═
85
+ 2023-10-17 13:24:40,839 INFO ___FILE_ONLY___ ═
86
+ 2023-10-17 13:24:40,919 INFO ___FILE_ONLY___ ═
87
+ 2023-10-17 13:24:41,030 INFO ___FILE_ONLY___ ═
88
+ 2023-10-17 13:24:41,122 INFO ___FILE_ONLY___ ═
89
+ 2023-10-17 13:24:41,235 INFO ___FILE_ONLY___ ═
90
+ 2023-10-17 13:24:41,307 INFO ___FILE_ONLY___ ═
91
+ 2023-10-17 13:24:41,413 INFO ___FILE_ONLY___ ═
92
+ 2023-10-17 13:24:41,573 INFO ___FILE_ONLY___ ═
93
+ 2023-10-17 13:24:41,656 INFO ___FILE_ONLY___ ═
94
+ 2023-10-17 13:24:41,722 INFO ___FILE_ONLY___ ═
95
+ 2023-10-17 13:24:41,914 INFO ___FILE_ONLY___ ═
96
+ 2023-10-17 13:24:41,967 INFO ___FILE_ONLY___ ═
97
+ 2023-10-17 13:24:42,024 INFO ___FILE_ONLY___ ═
98
+ 2023-10-17 13:24:42,090 INFO ___FILE_ONLY___ ═
99
+ 2023-10-17 13:24:42,155 INFO ___FILE_ONLY___ ═
100
+ 2023-10-17 13:24:42,228 INFO ___FILE_ONLY___ ═
101
+ 2023-10-17 13:24:42,298 INFO ___FILE_ONLY___ ═
102
+ 2023-10-17 13:24:42,354 INFO ___FILE_ONLY___ ═
103
+ 2023-10-17 13:24:42,402 INFO ___FILE_ONLY___ ═
104
+ 2023-10-17 13:24:42,455 INFO ___FILE_ONLY___ ═
105
+ 2023-10-17 13:24:42,517 INFO ___FILE_ONLY___ ═
106
+ 2023-10-17 13:24:42,569 INFO ___FILE_ONLY___ ═
107
+ 2023-10-17 13:24:42,625 INFO ___FILE_ONLY___ ═
108
+ 2023-10-17 13:24:42,679 INFO ___FILE_ONLY___ ═
109
+ 2023-10-17 13:24:42,731 INFO ___FILE_ONLY___ ═
110
+ 2023-10-17 13:24:42,798 INFO ___FILE_ONLY___ ═
111
+ 2023-10-17 13:24:42,866 INFO ___FILE_ONLY___ ═
112
+ 2023-10-17 13:24:42,912 INFO ___FILE_ONLY___ ═
113
+ 2023-10-17 13:24:42,976 INFO ___FILE_ONLY___ ═
114
+ 2023-10-17 13:24:43,039 INFO ___FILE_ONLY___ ═
115
+ 2023-10-17 13:24:43,094 INFO ___FILE_ONLY___ ═
116
+ 2023-10-17 13:24:43,149 INFO ___FILE_ONLY___ ═
117
+ 2023-10-17 13:24:43,235 INFO ___FILE_ONLY___ ═
118
+ 2023-10-17 13:24:43,409 INFO ___FILE_ONLY___ ═
119
+ 2023-10-17 13:24:43,501 INFO ___FILE_ONLY___ ═
120
+ 2023-10-17 13:24:43,561 INFO ___FILE_ONLY___ ═
121
+ 2023-10-17 13:24:43,623 INFO ___FILE_ONLY___ ═
122
+ 2023-10-17 13:24:43,623 INFO ___FILE_ONLY___ ╝
123
+
124
+ 2023-10-17 13:24:46,140 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
125
+
126
+ 2023-10-17 13:24:46,141 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
127
+
128
+ 2023-10-17 13:24:46,141 INFO ___FILE_ONLY___ ╚
129
+ 2023-10-17 13:24:46,145 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
130
+ 2023-10-17 13:24:46,227 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20231006153333.tar.gz HTTP/1.1" 200 800
131
+ 2023-10-17 13:24:46,228 INFO ___FILE_ONLY___ ══════════════════════════════
132
+ 2023-10-17 13:24:46,229 INFO ___FILE_ONLY___ ══════════════════════════════
133
+ 2023-10-17 13:24:46,229 INFO ___FILE_ONLY___ ╝
134
+
135
+ 2023-10-17 13:24:46,238 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
136
+
137
+ 2023-10-17 13:24:46,238 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
138
+
139
+ 2023-10-17 13:24:46,238 INFO ___FILE_ONLY___ ╚
140
+ 2023-10-17 13:24:46,242 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
141
+ 2023-10-17 13:24:46,322 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20231006153333.tar.gz HTTP/1.1" 200 797
142
+ 2023-10-17 13:24:46,323 INFO ___FILE_ONLY___ ══════════════════════════════
143
+ 2023-10-17 13:24:46,324 INFO ___FILE_ONLY___ ══════════════════════════════
144
+ 2023-10-17 13:24:46,324 INFO ___FILE_ONLY___ ╝
145
+
146
+ 2023-10-17 13:24:46,332 INFO ___FILE_ONLY___ ��════════════════════════════════════════════════════════════╗
147
+
148
+ 2023-10-17 13:24:46,332 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
149
+
150
+ 2023-10-17 13:24:46,332 INFO ___FILE_ONLY___ ╚
151
+ 2023-10-17 13:24:46,333 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
152
+ 2023-10-17 13:24:46,333 INFO ___FILE_ONLY___ ══════════════════════════════
153
+ 2023-10-17 13:24:46,333 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
154
+ 2023-10-17 13:24:46,333 INFO ___FILE_ONLY___ ══════════════════════════════
155
+ 2023-10-17 13:24:46,333 INFO ___FILE_ONLY___ ╝
156
+
157
+ 2023-10-17 13:24:46,337 DEBUG root Updating notification cache...
158
+ 2023-10-17 13:24:46,338 INFO ___FILE_ONLY___
159
+
160
+ 2023-10-17 13:24:46,340 INFO ___FILE_ONLY___ Performing post processing steps...
161
+ 2023-10-17 13:24:46,340 DEBUG root Executing command: ['python3', '-S', '/tools/google-cloud-sdk/lib/gcloud.py', 'components', 'post-process']
162
+ 2023-10-17 13:24:55,534 DEBUG ___FILE_ONLY___
163
+ 2023-10-17 13:24:55,534 DEBUG ___FILE_ONLY___
164
+ 2023-10-17 13:24:55,604 INFO ___FILE_ONLY___
165
+ Update done!
166
+
167
+
168
+ 2023-10-17 13:24:55,608 DEBUG root Chosen display Format:none
169
+ 2023-10-17 13:24:55,608 INFO root Display format: "none"
.config/logs/2023.10.17/13.24.46.939238.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2023-10-17 13:24:46,940 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2023-10-17 13:24:46,942 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2023-10-17 13:24:46,944 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2023-10-17 13:24:55,414 DEBUG root Chosen display Format:none
5
+ 2023-10-17 13:24:55,415 INFO root Display format: "none"
.config/logs/2023.10.17/13.24.56.320893.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2023-10-17 13:24:56,323 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2023-10-17 13:24:56,351 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2023-10-17 13:24:56,354 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2023-10-17 13:24:56,355 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
5
+
6
+ 2023-10-17 13:24:56,356 DEBUG root Chosen display Format:default
7
+ 2023-10-17 13:24:56,357 INFO root Display format: "default"
8
+ 2023-10-17 13:24:56,357 DEBUG root SDK update checks are disabled.
.config/logs/2023.10.17/13.24.57.081204.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2023-10-17 13:24:57,083 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2023-10-17 13:24:57,111 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2023-10-17 13:24:57,114 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2023-10-17 13:24:57,114 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
6
+ 2023-10-17 13:24:57,115 DEBUG root Chosen display Format:default
7
+ 2023-10-17 13:24:57,116 INFO root Display format: "default"
8
+ 2023-10-17 13:24:57,117 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
.github/workflows/update_space.yml ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: Run Python script
2
+
3
+ on:
4
+ push:
5
+ branches:
6
+ - main
7
+
8
+ jobs:
9
+ build:
10
+ runs-on: ubuntu-latest
11
+
12
+ steps:
13
+ - name: Checkout
14
+ uses: actions/checkout@v2
15
+
16
+ - name: Set up Python
17
+ uses: actions/setup-python@v2
18
+ with:
19
+ python-version: '3.9'
20
+
21
+ - name: Install Gradio
22
+ run: python -m pip install gradio
23
+
24
+ - name: Log in to Hugging Face
25
+ run: python -c 'import huggingface_hub; huggingface_hub.login(token="${{ secrets.hf_token }}")'
26
+
27
+ - name: Deploy to Spaces
28
+ run: gradio deploy
README.md CHANGED
@@ -1,12 +1,6 @@
1
  ---
2
- title: Simplellamaapp
3
- emoji: 🐠
4
- colorFrom: indigo
5
- colorTo: pink
6
  sdk: gradio
7
- sdk_version: 3.50.0
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: simplellamaapp
3
+ app_file: llama_chat_bot.py
 
 
4
  sdk: gradio
5
+ sdk_version: 3.49.0
 
 
6
  ---
 
 
llama_chat_bot.py ADDED
@@ -0,0 +1,103 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # -*- coding: utf-8 -*-
2
+ """Llama chat bot
3
+
4
+ Automatically generated by Colaboratory.
5
+
6
+ Original file is located at
7
+ https://colab.research.google.com/drive/1BBWPVOOR0790ZALdTJy_pYV5bFf8KaGp
8
+ """
9
+
10
+ !pip install transformers torch accelerate
11
+ !pip install --upgrade gradio
12
+
13
+ !huggingface-cli login
14
+
15
+ !huggingface-cli whoami
16
+
17
+ from transformers import AutoTokenizer
18
+
19
+ model = "meta-llama/Llama-2-7b-chat-hf"
20
+ tokenizer = AutoTokenizer.from_pretrained(model, use_auth_token=True)
21
+
22
+ !pip3 install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cpu
23
+
24
+ from transformers import pipeline
25
+
26
+ llama_pipeline = pipeline(
27
+ "text-generation",
28
+ model=model,
29
+ torch_dtype="auto",
30
+ # torch_dtype=torch.float16,
31
+ device_map="auto",
32
+ )
33
+
34
+ SYSTEM_PROMPT = """<s>[INST] <<SYS>>
35
+ You are a helpful bot. Your answers are clear and concise.
36
+ <</SYS>>
37
+
38
+ """
39
+
40
+ # Formatting function for message and history
41
+ def format_message(message: str, history: list, memory_limit: int = 3) -> str:
42
+ """
43
+ Formats the message and history for the Llama model.
44
+
45
+ Parameters:
46
+ message (str): Current message to send.
47
+ history (list): Past conversation history.
48
+ memory_limit (int): Limit on how many past interactions to consider.
49
+
50
+ Returns:
51
+ str: Formatted message string
52
+ """
53
+ # always keep len(history) <= memory_limit
54
+ if len(history) > memory_limit:
55
+ history = history[-memory_limit:]
56
+
57
+ if len(history) == 0:
58
+ return SYSTEM_PROMPT + f"{message} [/INST]"
59
+
60
+ formatted_message = SYSTEM_PROMPT + f"{history[0][0]} [/INST] {history[0][1]} </s>"
61
+
62
+ # Handle conversation history
63
+ for user_msg, model_answer in history[1:]:
64
+ formatted_message += f"<s>[INST] {user_msg} [/INST] {model_answer} </s>"
65
+
66
+ # Handle the current message
67
+ formatted_message += f"<s>[INST] {message} [/INST]"
68
+
69
+ return formatted_message
70
+
71
+ # Generate a response from the Llama model
72
+ def get_llama_response(message: str, history: list) -> str:
73
+ """
74
+ Generates a conversational response from the Llama model.
75
+
76
+ Parameters:
77
+ message (str): User's input message.
78
+ history (list): Past conversation history.
79
+
80
+ Returns:
81
+ str: Generated response from the Llama model.
82
+ """
83
+ query = format_message(message, history)
84
+ response = ""
85
+
86
+ sequences = llama_pipeline(
87
+ query,
88
+ do_sample=True,
89
+ top_k=10,
90
+ num_return_sequences=1,
91
+ eos_token_id=tokenizer.eos_token_id,
92
+ max_length=1024,
93
+ )
94
+
95
+ generated_text = sequences[0]['generated_text']
96
+ response = generated_text[len(query):] # Remove the prompt from the output
97
+
98
+ print("Chatbot:", response.strip())
99
+ return response.strip()
100
+
101
+ import gradio as gr
102
+
103
+ gr.ChatInterface(get_llama_response).launch()
sample_data/README.md ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [
2
+ {"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":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":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},
37
+
38
+ {"Series":"IV", "X":8.0, "Y":6.58},
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+ {"Series":"IV", "X":8.0, "Y":5.76},
40
+ {"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},
43
+ {"Series":"IV", "X":8.0, "Y":7.04},
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+ {"Series":"IV", "X":8.0, "Y":5.25},
45
+ {"Series":"IV", "X":19.0, "Y":12.50},
46
+ {"Series":"IV", "X":8.0, "Y":5.56},
47
+ {"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
The diff for this file is too large to render. See raw diff
 
sample_data/mnist_test.csv ADDED
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