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ntyazh/llm-course-hw2-reward-model

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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
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  10. .config/logs/2025.03.06/14.28.23.979271.log +765 -0
  11. .config/logs/2025.03.06/14.28.44.811499.log +5 -0
  12. .config/logs/2025.03.06/14.28.53.350004.log +153 -0
  13. .config/logs/2025.03.06/14.28.54.467455.log +5 -0
  14. .config/logs/2025.03.06/14.29.02.658299.log +8 -0
  15. .config/logs/2025.03.06/14.29.03.284363.log +8 -0
  16. .gitattributes +3 -0
  17. README.md +59 -0
  18. config.json +31 -0
  19. merges.txt +0 -0
  20. model.safetensors +3 -0
  21. sample_data/README.md +19 -0
  22. sample_data/anscombe.json +49 -0
  23. sample_data/california_housing_test.csv +0 -0
  24. sample_data/california_housing_train.csv +0 -0
  25. sample_data/mnist_test.csv +3 -0
  26. sample_data/mnist_train_small.csv +3 -0
  27. special_tokens_map.json +28 -0
  28. tokenizer.json +0 -0
  29. tokenizer_config.json +155 -0
  30. training_args.bin +3 -0
  31. vocab.json +0 -0
  32. wandb/debug-internal.log +22 -0
  33. wandb/debug.log +51 -0
  34. wandb/run-20250308_171545-7fko8ii0/files/config.yaml +50 -0
  35. wandb/run-20250308_171545-7fko8ii0/files/output.log +0 -0
  36. wandb/run-20250308_171545-7fko8ii0/files/requirements.txt +614 -0
  37. wandb/run-20250308_171545-7fko8ii0/files/wandb-metadata.json +37 -0
  38. wandb/run-20250308_171545-7fko8ii0/files/wandb-summary.json +1 -0
  39. wandb/run-20250308_171545-7fko8ii0/logs/debug-core.log +13 -0
  40. wandb/run-20250308_171545-7fko8ii0/logs/debug-internal.log +16 -0
  41. wandb/run-20250308_171545-7fko8ii0/logs/debug.log +48 -0
  42. wandb/run-20250308_171545-7fko8ii0/run-7fko8ii0.wandb +0 -0
  43. wandb/run-20250308_171757-n8xih8yp/files/config.yaml +50 -0
  44. wandb/run-20250308_171757-n8xih8yp/files/output.log +0 -0
  45. wandb/run-20250308_171757-n8xih8yp/files/requirements.txt +614 -0
  46. wandb/run-20250308_171757-n8xih8yp/files/wandb-metadata.json +37 -0
  47. wandb/run-20250308_171757-n8xih8yp/files/wandb-summary.json +1 -0
  48. wandb/run-20250308_171757-n8xih8yp/logs/debug-core.log +13 -0
  49. wandb/run-20250308_171757-n8xih8yp/logs/debug-internal.log +16 -0
  50. wandb/run-20250308_171757-n8xih8yp/logs/debug.log +48 -0
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+ 2025-03-06 14:28:36,715 INFO ___FILE_ONLY___ ╠═ Downloading: BigQuery Command Line Tool (Platform Spe... ═╣
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+ 2025-03-06 14:28:36,762 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-nix-20240830134514.tar.gz HTTP/11" 200 1914
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+ 2025-03-06 14:28:36,767 INFO ___FILE_ONLY___ ╠═ Downloading: Bundled Python 3.12 (Platform Specific) ═╣
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+ 2025-03-06 14:28:36,786 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bundled-python3-unix-linux-x86_64-20250131143518.tar.gz HTTP/11" 200 93520256
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+ 2025-03-06 14:28:37,401 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-nix-20240830134514.tar.gz HTTP/11" 200 1928
377
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+ 2025-03-06 14:28:37,405 INFO ___FILE_ONLY___ ╠═ Downloading: Google Cloud CLI Core Libraries (Platfor... ═╣
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394
+ 2025-03-06 14:28:37,422 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-core-nix-20240830134514.tar.gz HTTP/11" 200 2306
395
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+ 2025-03-06 14:28:37,427 INFO ___FILE_ONLY___ ╠═ Downloading: Google Cloud CRC32C Hash Tool (Platform ... ═╣
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+ 2025-03-06 14:28:37,461 INFO ___FILE_ONLY___ ╝
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+
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+ 2025-03-06 14:28:37,462 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
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+ 2025-03-06 14:28:37,462 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud cli dependencies (Platform Specific) ═╣
478
+
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+ 2025-03-06 14:28:37,463 INFO ___FILE_ONLY___ ╚
480
+ 2025-03-06 14:28:37,465 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
481
+ 2025-03-06 14:28:37,484 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/11" 200 104
482
+ 2025-03-06 14:28:37,485 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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+ 2025-03-06 14:28:37,485 INFO ___FILE_ONLY___ ╝
484
+
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+
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+ 2025-03-06 14:28:37,487 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool ═╣
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+
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490
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491
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492
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493
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495
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508
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509
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518
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519
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520
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521
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522
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523
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524
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525
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526
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527
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528
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529
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530
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531
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532
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533
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534
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535
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536
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537
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538
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539
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540
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541
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542
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543
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544
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545
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546
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547
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548
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549
+ 2025-03-06 14:28:37,713 INFO ___FILE_ONLY___ ═
550
+ 2025-03-06 14:28:37,713 INFO ___FILE_ONLY___ ╝
551
+
552
+ 2025-03-06 14:28:37,721 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
553
+
554
+ 2025-03-06 14:28:37,721 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
555
+
556
+ 2025-03-06 14:28:37,721 INFO ___FILE_ONLY___ ╚
557
+ 2025-03-06 14:28:37,722 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
558
+ 2025-03-06 14:28:37,722 INFO ___FILE_ONLY___ ╝
559
+
560
+ 2025-03-06 14:28:37,726 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
561
+
562
+ 2025-03-06 14:28:37,726 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.12 ═╣
563
+
564
+ 2025-03-06 14:28:37,726 INFO ___FILE_ONLY___ ╚
565
+ 2025-03-06 14:28:37,730 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
566
+ 2025-03-06 14:28:37,730 INFO ___FILE_ONLY___ ╝
567
+
568
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569
+
570
+ 2025-03-06 14:28:37,732 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.12 (Platform Specific) ═╣
571
+
572
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573
+ 2025-03-06 14:28:40,766 INFO ___FILE_ONLY___ ═
574
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575
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576
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577
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578
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579
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580
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582
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583
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586
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588
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592
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595
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601
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602
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603
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604
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605
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606
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607
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608
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609
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610
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611
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612
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613
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614
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615
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616
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617
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618
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619
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620
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621
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622
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623
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624
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625
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626
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627
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628
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629
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630
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631
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632
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633
+ 2025-03-06 14:28:42,899 INFO ___FILE_ONLY___ ╝
634
+
635
+ 2025-03-06 14:28:42,953 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
636
+
637
+ 2025-03-06 14:28:42,953 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
638
+
639
+ 2025-03-06 14:28:42,953 INFO ___FILE_ONLY___ ╚
640
+ 2025-03-06 14:28:43,476 INFO ___FILE_ONLY___ ═
641
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642
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643
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644
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645
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646
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647
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648
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649
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650
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651
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654
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655
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657
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658
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659
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660
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661
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662
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663
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664
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665
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666
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667
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668
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669
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670
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671
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672
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673
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674
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675
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676
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677
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678
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679
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680
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681
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682
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683
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684
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685
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686
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687
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688
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689
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690
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691
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692
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693
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694
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695
+ 2025-03-06 14:28:44,182 INFO ___FILE_ONLY___ ═
696
+ 2025-03-06 14:28:44,191 INFO ___FILE_ONLY___ ═
697
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698
+ 2025-03-06 14:28:44,213 INFO ___FILE_ONLY___ ═
699
+ 2025-03-06 14:28:44,227 INFO ___FILE_ONLY___ ═
700
+ 2025-03-06 14:28:44,228 INFO ___FILE_ONLY___ ╝
701
+
702
+ 2025-03-06 14:28:44,257 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
703
+
704
+ 2025-03-06 14:28:44,258 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
705
+
706
+ 2025-03-06 14:28:44,258 INFO ___FILE_ONLY___ ╚
707
+ 2025-03-06 14:28:44,258 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
708
+ 2025-03-06 14:28:44,258 INFO ___FILE_ONLY___ ╝
709
+
710
+ 2025-03-06 14:28:44,262 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
711
+
712
+ 2025-03-06 14:28:44,263 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
713
+
714
+ 2025-03-06 14:28:44,263 INFO ___FILE_ONLY___ ╚
715
+ 2025-03-06 14:28:44,265 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
716
+ 2025-03-06 14:28:44,265 INFO ___FILE_ONLY___ ╝
717
+
718
+ 2025-03-06 14:28:44,266 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
719
+
720
+ 2025-03-06 14:28:44,267 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
721
+
722
+ 2025-03-06 14:28:44,267 INFO ___FILE_ONLY___ ╚
723
+ 2025-03-06 14:28:44,267 INFO ___FILE_ONLY___ ══════════════════════════════
724
+ 2025-03-06 14:28:44,268 INFO ___FILE_ONLY___ ══════════════════════════════
725
+ 2025-03-06 14:28:44,268 INFO ___FILE_ONLY___ ╝
726
+
727
+ 2025-03-06 14:28:44,271 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
728
+
729
+ 2025-03-06 14:28:44,272 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
730
+
731
+ 2025-03-06 14:28:44,272 INFO ___FILE_ONLY___ ╚
732
+ 2025-03-06 14:28:44,274 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
733
+ 2025-03-06 14:28:44,274 INFO ___FILE_ONLY___ ╝
734
+
735
+ 2025-03-06 14:28:44,275 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
736
+
737
+ 2025-03-06 14:28:44,275 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
738
+
739
+ 2025-03-06 14:28:44,276 INFO ___FILE_ONLY___ ╚
740
+ 2025-03-06 14:28:44,312 INFO ___FILE_ONLY___ ══════════════════════════════
741
+ 2025-03-06 14:28:44,312 INFO ___FILE_ONLY___ ══════════════════════════════
742
+ 2025-03-06 14:28:44,312 INFO ___FILE_ONLY___ ╝
743
+
744
+ 2025-03-06 14:28:44,317 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
745
+
746
+ 2025-03-06 14:28:44,317 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
747
+
748
+ 2025-03-06 14:28:44,317 INFO ___FILE_ONLY___ ╚
749
+ 2025-03-06 14:28:44,317 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
750
+ 2025-03-06 14:28:44,317 INFO ___FILE_ONLY___ ╝
751
+
752
+ 2025-03-06 14:28:44,322 DEBUG root Updating notification cache...
753
+ 2025-03-06 14:28:44,322 INFO ___FILE_ONLY___
754
+
755
+ 2025-03-06 14:28:44,324 INFO ___FILE_ONLY___ Performing post processing steps...
756
+ 2025-03-06 14:28:44,324 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
757
+ 2025-03-06 14:28:52,354 DEBUG ___FILE_ONLY___
758
+ 2025-03-06 14:28:52,354 DEBUG ___FILE_ONLY___
759
+ 2025-03-06 14:28:52,755 INFO root descriptor_list: [{'universeDomain': 'googleapis.com', 'universeShortName': '', 'authenticationDomain': 'auth.cloud.google.com', 'projectPrefix': '', 'cloudWebDomain': 'cloud.google.com', 'documentationDomain': 'cloud.google.com', 'version': '1.0.0', 'state': 'primary', 'artifactRegistryDomain': 'pkg.dev'}]
760
+ 2025-03-06 14:28:52,755 INFO ___FILE_ONLY___
761
+ Update done!
762
+
763
+
764
+ 2025-03-06 14:28:52,758 DEBUG root Chosen display Format:none
765
+ 2025-03-06 14:28:52,759 INFO root Display format: "none"
.config/logs/2025.03.06/14.28.44.811499.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2025-03-06 14:28:44,812 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-03-06 14:28:44,813 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2025-03-06 14:28:44,815 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2025-03-06 14:28:52,257 DEBUG root Chosen display Format:none
5
+ 2025-03-06 14:28:52,257 INFO root Display format: "none"
.config/logs/2025.03.06/14.28.53.350004.log ADDED
@@ -0,0 +1,153 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2025-03-06 14:28:53,350 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-03-06 14:28:53,352 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2025-03-06 14:28:53,354 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2025-03-06 14:28:53,355 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
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+ 2025-03-06 14:28:53,856 INFO ___FILE_ONLY___ Performing in place update...
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+ 2025-03-06 14:28:53,975 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
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@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ sample_data/mnist_test.csv filter=lfs diff=lfs merge=lfs -text
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+ sample_data/mnist_train_small.csv filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: HuggingFaceTB/SmolLM-135M-Instruct
3
+ datasets: HumanLLMs/Human-Like-DPO-Dataset
4
+ library_name: transformers
5
+ model_name: ''
6
+ tags:
7
+ - generated_from_trainer
8
+ - trl
9
+ - reward-trainer
10
+ licence: license
11
+ ---
12
+
13
+ # Model Card for
14
+
15
+ This model is a fine-tuned version of [HuggingFaceTB/SmolLM-135M-Instruct](https://huggingface.co/HuggingFaceTB/SmolLM-135M-Instruct) on the [HumanLLMs/Human-Like-DPO-Dataset](https://huggingface.co/datasets/HumanLLMs/Human-Like-DPO-Dataset) dataset.
16
+ It has been trained using [TRL](https://github.com/huggingface/trl).
17
+
18
+ ## Quick start
19
+
20
+ ```python
21
+ from transformers import pipeline
22
+
23
+ question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
24
+ generator = pipeline("text-generation", model="ntyazh/content", device="cuda")
25
+ output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
26
+ print(output["generated_text"])
27
+ ```
28
+
29
+ ## Training procedure
30
+
31
+ [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/ntyazh-team/huggingface/runs/791795t2)
32
+
33
+
34
+ This model was trained with Reward.
35
+
36
+ ### Framework versions
37
+
38
+ - TRL: 0.15.2
39
+ - Transformers: 4.48.3
40
+ - Pytorch: 2.5.1+cu124
41
+ - Datasets: 3.3.2
42
+ - Tokenizers: 0.21.0
43
+
44
+ ## Citations
45
+
46
+
47
+
48
+ Cite TRL as:
49
+
50
+ ```bibtex
51
+ @misc{vonwerra2022trl,
52
+ title = {{TRL: Transformer Reinforcement Learning}},
53
+ author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallouédec},
54
+ year = 2020,
55
+ journal = {GitHub repository},
56
+ publisher = {GitHub},
57
+ howpublished = {\url{https://github.com/huggingface/trl}}
58
+ }
59
+ ```
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+ "vocab_size": 49152
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+ }
merges.txt ADDED
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+ version https://git-lfs.github.com/spec/v1
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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://docs.google.com/document/d/e/2PACX-1vRhYtsvc5eOR2FWNCwaBiKL6suIOrxJig8LcSBbmCbyYsayia_DvPOOBlXZ4CAlQ5nlDD8kTaIDRwrN/pub
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+
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).
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31
+ 2025-03-08 18:57:38,577 INFO MainThread:25308 [wandb_run.py:_config_callback():1261] config_cb None None {'vocab_size': 49152, 'max_position_embeddings': 2048, 'hidden_size': 576, 'intermediate_size': 1536, 'num_hidden_layers': 30, 'num_attention_heads': 9, 'num_key_value_heads': 3, 'hidden_act': 'silu', 'initializer_range': 0.02, 'rms_norm_eps': 1e-05, 'pretraining_tp': 1, 'use_cache': True, 'rope_theta': 10000.0, 'rope_scaling': None, 'attention_bias': False, 'attention_dropout': 0.0, 'mlp_bias': False, 'head_dim': 64, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'bfloat16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 1024, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['LlamaForCausalLM'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 1, 'pad_token_id': 0, 'eos_token_id': 2, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'HuggingFaceTB/SmolLM-135M-Instruct', '_attn_implementation_autoset': True, 'transformers_version': '4.48.3', 'model_type': 'llama', 'output_dir': '.', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': False, 'do_predict': False, 'eval_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 2, 'per_device_eval_batch_size': 2, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 8, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 0.0003, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 1, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': './runs/Mar08_18-56-53_6529432414cb', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 25, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '.', 'disable_tqdm': False, 'remove_unused_columns': False, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': None, 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False, 'disable_dropout': True, 'dataset_num_proc': None, 'center_rewards_coefficient': None}
32
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33
+ 2025-03-08 18:57:38,580 INFO MainThread:25308 [wandb_run.py:_config_callback():1261] config_cb model/num_parameters 134516160 None
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165
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187
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223
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+ {"time":"2025-03-08T17:16:35.551515235Z","level":"INFO","msg":"handler: closed","stream_id":"7fko8ii0"}
14
+ {"time":"2025-03-08T17:16:35.551544364Z","level":"INFO","msg":"writer: Close: closed","stream_id":"7fko8ii0"}
15
+ {"time":"2025-03-08T17:16:35.551598933Z","level":"INFO","msg":"sender: closed","stream_id":"7fko8ii0"}
16
+ {"time":"2025-03-08T17:16:35.551616897Z","level":"INFO","msg":"stream: closed","id":"7fko8ii0"}
wandb/run-20250308_171545-7fko8ii0/logs/debug.log ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2025-03-08 17:15:45,587 INFO MainThread:255 [wandb_setup.py:_flush():67] Current SDK version is 0.19.7
2
+ 2025-03-08 17:15:45,587 INFO MainThread:255 [wandb_setup.py:_flush():67] Configure stats pid to 255
3
+ 2025-03-08 17:15:45,587 INFO MainThread:255 [wandb_setup.py:_flush():67] Loading settings from /root/.config/wandb/settings
4
+ 2025-03-08 17:15:45,587 INFO MainThread:255 [wandb_setup.py:_flush():67] Loading settings from /content/wandb/settings
5
+ 2025-03-08 17:15:45,587 INFO MainThread:255 [wandb_setup.py:_flush():67] Loading settings from environment variables
6
+ 2025-03-08 17:15:45,587 INFO MainThread:255 [wandb_init.py:setup_run_log_directory():647] Logging user logs to /content/wandb/run-20250308_171545-7fko8ii0/logs/debug.log
7
+ 2025-03-08 17:15:45,587 INFO MainThread:255 [wandb_init.py:setup_run_log_directory():648] Logging internal logs to /content/wandb/run-20250308_171545-7fko8ii0/logs/debug-internal.log
8
+ 2025-03-08 17:15:45,587 INFO MainThread:255 [wandb_init.py:monkeypatch_ipython():599] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7dc69f504d10>
9
+ 2025-03-08 17:15:45,588 INFO MainThread:255 [wandb_init.py:init():761] calling init triggers
10
+ 2025-03-08 17:15:45,588 INFO MainThread:255 [wandb_init.py:init():766] wandb.init called with sweep_config: {}
11
+ config: {'_wandb': {}}
12
+ 2025-03-08 17:15:45,588 INFO MainThread:255 [wandb_init.py:init():784] starting backend
13
+ 2025-03-08 17:15:45,588 INFO MainThread:255 [wandb_init.py:init():788] sending inform_init request
14
+ 2025-03-08 17:15:45,606 INFO MainThread:255 [backend.py:_multiprocessing_setup():97] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
15
+ 2025-03-08 17:15:45,606 INFO MainThread:255 [wandb_init.py:init():803] backend started and connected
16
+ 2025-03-08 17:15:45,630 INFO MainThread:255 [wandb_run.py:_label_probe_notebook():1204] probe notebook
17
+ 2025-03-08 17:15:46,012 INFO MainThread:255 [wandb_init.py:init():896] updated telemetry
18
+ 2025-03-08 17:15:46,013 INFO MainThread:255 [wandb_init.py:init():920] communicating run to backend with 90.0 second timeout
19
+ 2025-03-08 17:15:46,206 INFO MainThread:255 [wandb_init.py:init():995] starting run threads in backend
20
+ 2025-03-08 17:15:46,869 INFO MainThread:255 [wandb_run.py:_console_start():2377] atexit reg
21
+ 2025-03-08 17:15:46,869 INFO MainThread:255 [wandb_run.py:_redirect():2227] redirect: wrap_raw
22
+ 2025-03-08 17:15:46,869 INFO MainThread:255 [wandb_run.py:_redirect():2292] Wrapping output streams.
23
+ 2025-03-08 17:15:46,869 INFO MainThread:255 [wandb_run.py:_redirect():2317] Redirects installed.
24
+ 2025-03-08 17:15:46,876 INFO MainThread:255 [wandb_init.py:init():1037] run started, returning control to user process
25
+ 2025-03-08 17:16:07,728 INFO MainThread:255 [jupyter.py:save_ipynb():386] not saving jupyter notebook
26
+ 2025-03-08 17:16:07,728 INFO MainThread:255 [wandb_init.py:_pause_backend():564] pausing backend
27
+ 2025-03-08 17:16:35,121 WARNING MsgRouterThr:255 [router.py:message_loop():77] message_loop has been closed
28
+ Traceback (most recent call last):
29
+ File "/usr/local/lib/python3.11/dist-packages/wandb/sdk/interface/router_sock.py", line 28, in _read_message
30
+ resp = self._sock_client.read_server_response(timeout=1)
31
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
32
+ File "/usr/local/lib/python3.11/dist-packages/wandb/sdk/lib/sock_client.py", line 285, in read_server_response
33
+ data = self._read_packet_bytes(timeout=timeout)
34
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
35
+ File "/usr/local/lib/python3.11/dist-packages/wandb/sdk/lib/sock_client.py", line 270, in _read_packet_bytes
36
+ raise SockClientClosedError
37
+ wandb.sdk.lib.sock_client.SockClientClosedError
38
+
39
+ The above exception was the direct cause of the following exception:
40
+
41
+ Traceback (most recent call last):
42
+ File "/usr/local/lib/python3.11/dist-packages/wandb/sdk/interface/router.py", line 70, in message_loop
43
+ msg = self._read_message()
44
+ ^^^^^^^^^^^^^^^^^^^^
45
+ File "/usr/local/lib/python3.11/dist-packages/wandb/sdk/interface/router_sock.py", line 30, in _read_message
46
+ raise MessageRouterClosedError from e
47
+ wandb.sdk.interface.router.MessageRouterClosedError
48
+ 2025-03-08 17:16:35,123 INFO MsgRouterThr:255 [mailbox.py:close():115] Closing mailbox, abandoning 1 handles.
wandb/run-20250308_171545-7fko8ii0/run-7fko8ii0.wandb ADDED
Binary file (5.69 kB). View file
 
wandb/run-20250308_171757-n8xih8yp/files/config.yaml ADDED
@@ -0,0 +1,50 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ _wandb:
2
+ value:
3
+ cli_version: 0.19.7
4
+ m: []
5
+ python_version: 3.11.11
6
+ t:
7
+ "1":
8
+ - 1
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+ - 2
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+ - 53
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+ - 55
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+ - 71
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+ - 84
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+ - 98
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+ - 105
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+ "2":
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+ - 1
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+ - 3
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+ - 5
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+ "3":
40
+ - 23
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+ - 55
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+ "4": 3.11.11
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+ "5": 0.19.7
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+ "6": 4.48.3
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+ "8":
46
+ - 1
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+ - 5
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+ - 12
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+ "12": 0.19.7
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+ "13": linux-x86_64
wandb/run-20250308_171757-n8xih8yp/files/output.log ADDED
File without changes
wandb/run-20250308_171757-n8xih8yp/files/requirements.txt ADDED
@@ -0,0 +1,614 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ dill==0.3.8
2
+ nvidia-cuda-cupti-cu12==12.4.127
3
+ xxhash==3.5.0
4
+ nvidia-nvjitlink-cu12==12.4.127
5
+ nvidia-cusolver-cu12==11.6.1.9
6
+ nvidia-cuda-runtime-cu12==12.4.127
7
+ nvidia-cufft-cu12==11.2.1.3
8
+ nvidia-cudnn-cu12==9.1.0.70
9
+ nvidia-cusparse-cu12==12.3.1.170
10
+ nvidia-cublas-cu12==12.4.5.8
11
+ multiprocess==0.70.16
12
+ nvidia-curand-cu12==10.3.5.147
13
+ nvidia-cuda-nvrtc-cu12==12.4.127
14
+ datasets==3.3.2
15
+ trl==0.15.2
16
+ google-colab==1.0.0
17
+ wandb==0.19.7
18
+ tornado==6.4.2
19
+ diffusers==0.32.2
20
+ portpicker==1.5.2
21
+ ipytree==0.2.2
22
+ httpx==0.28.1
23
+ atpublic==4.1.0
24
+ GitPython==3.1.44
25
+ tcmlib==1.2.0
26
+ langsmith==0.3.11
27
+ kaggle==1.6.17
28
+ pillow==11.1.0
29
+ itsdangerous==2.2.0
30
+ tf-slim==1.1.0
31
+ preshed==3.0.9
32
+ blis==0.7.11
33
+ gitdb==4.0.12
34
+ matplotlib-inline==0.1.7
35
+ distro==1.9.0
36
+ jupyter-console==6.1.0
37
+ google-cloud-functions==1.19.0
38
+ distributed==2024.12.1
39
+ torch==2.5.1+cu124
40
+ hpack==4.1.0
41
+ PyDrive2==1.21.3
42
+ tqdm==4.67.1
43
+ transformers==4.48.3
44
+ cvxpy==1.6.2
45
+ shapely==2.0.7
46
+ gdown==5.2.0
47
+ cachetools==5.5.2
48
+ cuvs-cu12==25.2.1
49
+ graphviz==0.20.3
50
+ CacheControl==0.14.2
51
+ keras-hub==0.18.1
52
+ gym==0.25.2
53
+ grpclib==0.4.7
54
+ certifi==2025.1.31
55
+ tblib==3.0.0
56
+ etuples==0.3.9
57
+ toml==0.10.2
58
+ eerepr==0.1.1
59
+ raft-dask-cu12==25.2.0
60
+ traittypes==0.2.1
61
+ mistune==3.1.2
62
+ google-api-core==2.24.1
63
+ cuda-python==12.6.2.post1
64
+ ml-dtypes==0.4.1
65
+ uc-micro-py==1.0.3
66
+ psycopg2==2.9.10
67
+ snowballstemmer==2.2.0
68
+ typing_extensions==4.12.2
69
+ pyviz_comms==3.0.4
70
+ tzdata==2025.1
71
+ cupy-cuda12x==13.3.0
72
+ nvidia-nvcomp-cu12==4.2.0.11
73
+ clarabel==0.10.0
74
+ requests-toolbelt==1.0.0
75
+ Deprecated==1.2.18
76
+ holoviews==1.20.1
77
+ text-unidecode==1.3
78
+ bokeh==3.6.3
79
+ shap==0.46.0
80
+ iniconfig==2.0.0
81
+ tensorflow-datasets==4.9.7
82
+ firebase-admin==6.6.0
83
+ numexpr==2.10.2
84
+ regex==2024.11.6
85
+ progressbar2==4.5.0
86
+ matplotlib-venn==1.1.2
87
+ etils==1.12.0
88
+ langchain==0.3.19
89
+ treelite==4.4.1
90
+ annotated-types==0.7.0
91
+ google-cloud-bigquery-connection==1.18.1
92
+ uritemplate==4.1.1
93
+ aiohttp==3.11.13
94
+ mizani==0.13.1
95
+ multitasking==0.0.11
96
+ contourpy==1.3.1
97
+ torchaudio==2.5.1+cu124
98
+ ratelim==0.1.6
99
+ pydot==3.0.4
100
+ referencing==0.36.2
101
+ py4j==0.10.9.7
102
+ flatbuffers==25.2.10
103
+ simple-parsing==0.1.7
104
+ types-pytz==2025.1.0.20250204
105
+ tensorboard-data-server==0.7.2
106
+ logical-unification==0.4.6
107
+ spacy-legacy==3.0.12
108
+ nvtx==0.2.11
109
+ pyzmq==24.0.1
110
+ geocoder==1.38.1
111
+ backcall==0.2.0
112
+ wasabi==1.1.3
113
+ google-cloud-dataproc==5.18.0
114
+ scikit-learn==1.6.1
115
+ dlib==19.24.2
116
+ httplib2==0.22.0
117
+ immutabledict==4.2.1
118
+ requests-oauthlib==2.0.0
119
+ tensorflow-hub==0.16.1
120
+ PyOpenGL==3.1.9
121
+ nbformat==5.10.4
122
+ nltk==3.9.1
123
+ gcsfs==2024.10.0
124
+ jax-cuda12-plugin==0.4.33
125
+ dask-cuda==25.2.0
126
+ jellyfish==1.1.0
127
+ en-core-web-sm==3.7.1
128
+ jupyterlab_pygments==0.3.0
129
+ google-spark-connect==0.5.3
130
+ proto-plus==1.26.0
131
+ pyasn1==0.6.1
132
+ networkx==3.4.2
133
+ markdown-it-py==3.0.0
134
+ orjson==3.10.15
135
+ jsonschema-specifications==2024.10.1
136
+ numba==0.60.0
137
+ murmurhash==1.0.12
138
+ parsy==2.1
139
+ sphinxcontrib-serializinghtml==2.0.0
140
+ pyogrio==0.10.0
141
+ inflect==7.5.0
142
+ pandas-stubs==2.2.2.240909
143
+ smart-open==7.1.0
144
+ charset-normalizer==3.4.1
145
+ parso==0.8.4
146
+ keras==3.8.0
147
+ libclang==18.1.1
148
+ tf_keras==2.18.0
149
+ urllib3==2.3.0
150
+ duckdb==1.1.3
151
+ grpc-google-iam-v1==0.14.1
152
+ astropy==7.0.1
153
+ google-cloud-core==2.4.2
154
+ prophet==1.1.6
155
+ ipython-genutils==0.2.0
156
+ imageio-ffmpeg==0.6.0
157
+ pyasn1_modules==0.4.1
158
+ imageio==2.37.0
159
+ termcolor==2.5.0
160
+ param==2.2.0
161
+ opencv-python-headless==4.11.0.86
162
+ typer==0.15.2
163
+ beautifulsoup4==4.13.3
164
+ nvidia-nvtx-cu12==12.4.127
165
+ libcugraph-cu12==25.2.0
166
+ scooby==0.10.0
167
+ MarkupSafe==3.0.2
168
+ pandas-gbq==0.28.0
169
+ seaborn==0.13.2
170
+ jupyterlab_widgets==3.0.13
171
+ lightgbm==4.5.0
172
+ easydict==1.13
173
+ google-ai-generativelanguage==0.6.15
174
+ Bottleneck==1.4.2
175
+ rsa==4.9
176
+ ipython-sql==0.5.0
177
+ et_xmlfile==2.0.0
178
+ pyperclip==1.9.0
179
+ scs==3.2.7.post2
180
+ pynndescent==0.5.13
181
+ jsonpatch==1.33
182
+ typeguard==4.4.2
183
+ catalogue==2.0.10
184
+ highspy==1.9.0
185
+ scikit-image==0.25.2
186
+ colour==0.1.5
187
+ tensorflow-probability==0.25.0
188
+ dm-tree==0.1.9
189
+ pymystem3==0.2.0
190
+ pytz==2025.1
191
+ xlrd==2.0.1
192
+ httpcore==1.0.7
193
+ wrapt==1.17.2
194
+ google-cloud-aiplatform==1.79.0
195
+ patsy==1.0.1
196
+ huggingface-hub==0.28.1
197
+ webcolors==24.11.1
198
+ notebook_shim==0.2.4
199
+ tensorflow-metadata==1.16.1
200
+ plotly==5.24.1
201
+ intel-openmp==2025.0.4
202
+ gspread-dataframe==4.0.0
203
+ sniffio==1.3.1
204
+ community==1.0.0b1
205
+ notebook==6.5.5
206
+ h11==0.14.0
207
+ google==2.0.3
208
+ cons==0.4.6
209
+ thinc==8.2.5
210
+ imgaug==0.4.0
211
+ orbax-checkpoint==0.6.4
212
+ oauth2client==4.1.3
213
+ nest-asyncio==1.6.0
214
+ fsspec==2024.10.0
215
+ docstring_parser==0.16
216
+ terminado==0.18.1
217
+ cryptography==43.0.3
218
+ cudf-polars-cu12==25.2.2
219
+ threadpoolctl==3.5.0
220
+ Jinja2==3.1.5
221
+ cmdstanpy==1.2.5
222
+ pylibcudf-cu12==25.2.1
223
+ pyparsing==3.2.1
224
+ pandas==2.2.2
225
+ jsonpointer==3.0.0
226
+ nx-cugraph-cu12==25.2.0
227
+ google-resumable-media==2.7.2
228
+ spacy==3.7.5
229
+ humanize==4.11.0
230
+ pandas-datareader==0.10.0
231
+ tensorflow-io-gcs-filesystem==0.37.1
232
+ astunparse==1.6.3
233
+ google-api-python-client==2.160.0
234
+ google-cloud-datastore==2.20.2
235
+ jupyter_core==5.7.2
236
+ pathlib==1.0.1
237
+ umap-learn==0.5.7
238
+ albumentations==2.0.5
239
+ pydantic_core==2.27.2
240
+ natsort==8.4.0
241
+ triton==3.1.0
242
+ idna==3.10
243
+ textblob==0.19.0
244
+ google-cloud-language==2.16.0
245
+ locket==1.0.0
246
+ opt_einsum==3.4.0
247
+ msgpack==1.1.0
248
+ traitlets==5.7.1
249
+ google-cloud-resource-manager==1.14.1
250
+ astropy-iers-data==0.2025.3.3.0.34.45
251
+ nbclassic==1.2.0
252
+ qdldl==0.1.7.post5
253
+ Flask==3.1.0
254
+ python-box==7.3.2
255
+ llvmlite==0.43.0
256
+ betterproto==2.0.0b6
257
+ pyproj==3.7.1
258
+ promise==2.3
259
+ colorlover==0.3.0
260
+ flax==0.10.4
261
+ tensorstore==0.1.72
262
+ h2==4.2.0
263
+ google-crc32c==1.6.0
264
+ missingno==0.5.2
265
+ websockets==14.2
266
+ umf==0.9.1
267
+ opencv-contrib-python==4.11.0.86
268
+ pycocotools==2.0.8
269
+ sentence-transformers==3.4.1
270
+ confection==0.1.5
271
+ keras-nlp==0.18.1
272
+ lxml==5.3.1
273
+ python-utils==3.9.1
274
+ dask-expr==1.1.21
275
+ nibabel==5.3.2
276
+ prometheus_client==0.21.1
277
+ google-auth-httplib2==0.2.0
278
+ pynvjitlink-cu12==0.5.0
279
+ libkvikio-cu12==25.2.1
280
+ bqplot==0.12.44
281
+ dopamine_rl==4.1.2
282
+ yfinance==0.2.54
283
+ torchvision==0.20.1+cu124
284
+ autograd==1.7.0
285
+ sphinxcontrib-applehelp==2.0.0
286
+ sympy==1.13.1
287
+ google-auth==2.38.0
288
+ mpmath==1.3.0
289
+ fastcore==1.7.29
290
+ gymnasium==1.1.0
291
+ polars==1.21.0
292
+ cuml-cu12==25.2.1
293
+ pyshp==2.3.1
294
+ chex==0.1.89
295
+ pylibcugraph-cu12==25.2.0
296
+ gensim==4.3.3
297
+ ibis-framework==9.2.0
298
+ sqlparse==0.5.3
299
+ pymc==5.20.1
300
+ pygit2==1.17.0
301
+ colorcet==3.1.0
302
+ plotnine==0.14.5
303
+ aiosignal==1.3.2
304
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+ 2025-03-08 17:17:57,979 INFO MainThread:2165 [wandb_init.py:init():896] updated telemetry
18
+ 2025-03-08 17:17:57,979 INFO MainThread:2165 [wandb_init.py:init():920] communicating run to backend with 90.0 second timeout
19
+ 2025-03-08 17:17:58,241 INFO MainThread:2165 [wandb_init.py:init():995] starting run threads in backend
20
+ 2025-03-08 17:17:58,627 INFO MainThread:2165 [wandb_run.py:_console_start():2377] atexit reg
21
+ 2025-03-08 17:17:58,628 INFO MainThread:2165 [wandb_run.py:_redirect():2227] redirect: wrap_raw
22
+ 2025-03-08 17:17:58,628 INFO MainThread:2165 [wandb_run.py:_redirect():2292] Wrapping output streams.
23
+ 2025-03-08 17:17:58,628 INFO MainThread:2165 [wandb_run.py:_redirect():2317] Redirects installed.
24
+ 2025-03-08 17:17:58,630 INFO MainThread:2165 [wandb_init.py:init():1037] run started, returning control to user process
25
+ 2025-03-08 17:18:14,813 INFO MainThread:2165 [jupyter.py:save_ipynb():386] not saving jupyter notebook
26
+ 2025-03-08 17:18:14,814 INFO MainThread:2165 [wandb_init.py:_pause_backend():564] pausing backend
27
+ 2025-03-08 17:22:28,168 WARNING MsgRouterThr:2165 [router.py:message_loop():77] message_loop has been closed
28
+ Traceback (most recent call last):
29
+ File "/usr/local/lib/python3.11/dist-packages/wandb/sdk/interface/router_sock.py", line 28, in _read_message
30
+ resp = self._sock_client.read_server_response(timeout=1)
31
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
32
+ File "/usr/local/lib/python3.11/dist-packages/wandb/sdk/lib/sock_client.py", line 285, in read_server_response
33
+ data = self._read_packet_bytes(timeout=timeout)
34
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
35
+ File "/usr/local/lib/python3.11/dist-packages/wandb/sdk/lib/sock_client.py", line 270, in _read_packet_bytes
36
+ raise SockClientClosedError
37
+ wandb.sdk.lib.sock_client.SockClientClosedError
38
+
39
+ The above exception was the direct cause of the following exception:
40
+
41
+ Traceback (most recent call last):
42
+ File "/usr/local/lib/python3.11/dist-packages/wandb/sdk/interface/router.py", line 70, in message_loop
43
+ msg = self._read_message()
44
+ ^^^^^^^^^^^^^^^^^^^^
45
+ File "/usr/local/lib/python3.11/dist-packages/wandb/sdk/interface/router_sock.py", line 30, in _read_message
46
+ raise MessageRouterClosedError from e
47
+ wandb.sdk.interface.router.MessageRouterClosedError
48
+ 2025-03-08 17:22:28,170 INFO MsgRouterThr:2165 [mailbox.py:close():115] Closing mailbox, abandoning 1 handles.