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Text Generation
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Safetensors
gemma3_text
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conversational
text-generation-inference
Model card Files Metrics Community
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f5bdeb9
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Training in progress, epoch 1

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Files changed (33) hide show
  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/hidden_gcloud_config_universe_descriptor_data_cache_configs.db +0 -0
  10. .config/logs/2025.08.13/13.41.05.763189.log +765 -0
  11. .config/logs/2025.08.13/13.41.34.546254.log +5 -0
  12. .config/logs/2025.08.13/13.41.43.478751.log +153 -0
  13. .config/logs/2025.08.13/13.41.49.317369.log +5 -0
  14. .config/logs/2025.08.13/13.41.58.444013.log +8 -0
  15. .config/logs/2025.08.13/13.41.59.127735.log +8 -0
  16. .gitattributes +3 -0
  17. README.md +58 -0
  18. added_tokens.json +3 -0
  19. chat_template.jinja +47 -0
  20. config.json +54 -0
  21. model.safetensors +3 -0
  22. runs/Aug15_10-47-20_3579500fbb33/events.out.tfevents.1755254879.3579500fbb33.1056.0 +3 -0
  23. sample_data/README.md +19 -0
  24. sample_data/anscombe.json +49 -0
  25. sample_data/california_housing_test.csv +0 -0
  26. sample_data/california_housing_train.csv +0 -0
  27. sample_data/mnist_test.csv +3 -0
  28. sample_data/mnist_train_small.csv +3 -0
  29. special_tokens_map.json +33 -0
  30. tokenizer.json +3 -0
  31. tokenizer.model +3 -0
  32. tokenizer_config.json +0 -0
  33. training_args.bin +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: 1755092502.8160472
.config/.last_update_check.json ADDED
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+ {"last_update_check_time": 1755092508.773609, "last_update_check_revision": 20250808155822, "notifications": [], "last_nag_times": {}}
.config/active_config 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/logs/2025.08.13/13.41.05.763189.log ADDED
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+ 2025-08-13 13:41:26,828 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud cli dependencies (Platform Specific) ═╣
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+ 2025-08-13 13:41:26,828 INFO ___FILE_ONLY___ ╚
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+ 2025-08-13 13:41:26,831 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
481
+ 2025-08-13 13:41:26,989 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
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+ 2025-08-13 13:41:26,989 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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+ 2025-08-13 13:41:26,992 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool ═╣
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509
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511
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513
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515
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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
+ 2025-08-13 13:41:27,218 INFO ___FILE_ONLY___ ═
543
+ 2025-08-13 13:41:27,221 INFO ___FILE_ONLY___ ═
544
+ 2025-08-13 13:41:27,223 INFO ___FILE_ONLY___ ═
545
+ 2025-08-13 13:41:27,225 INFO ___FILE_ONLY___ ═
546
+ 2025-08-13 13:41:27,227 INFO ___FILE_ONLY___ ═
547
+ 2025-08-13 13:41:27,229 INFO ___FILE_ONLY___ ═
548
+ 2025-08-13 13:41:27,231 INFO ___FILE_ONLY___ ═
549
+ 2025-08-13 13:41:27,233 INFO ___FILE_ONLY___ ═
550
+ 2025-08-13 13:41:27,233 INFO ___FILE_ONLY___ ╝
551
+
552
+ 2025-08-13 13:41:27,241 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
553
+
554
+ 2025-08-13 13:41:27,241 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
555
+
556
+ 2025-08-13 13:41:27,241 INFO ___FILE_ONLY___ ╚
557
+ 2025-08-13 13:41:27,241 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
558
+ 2025-08-13 13:41:27,242 INFO ___FILE_ONLY___ ╝
559
+
560
+ 2025-08-13 13:41:27,246 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
561
+
562
+ 2025-08-13 13:41:27,246 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.12 ═╣
563
+
564
+ 2025-08-13 13:41:27,246 INFO ___FILE_ONLY___ ╚
565
+ 2025-08-13 13:41:27,249 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
566
+ 2025-08-13 13:41:27,250 INFO ___FILE_ONLY___ ╝
567
+
568
+ 2025-08-13 13:41:27,251 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
569
+
570
+ 2025-08-13 13:41:27,251 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.12 (Platform Specific) ═╣
571
+
572
+ 2025-08-13 13:41:27,251 INFO ___FILE_ONLY___ ╚
573
+ 2025-08-13 13:41:29,474 INFO ___FILE_ONLY___ ═
574
+ 2025-08-13 13:41:29,486 INFO ___FILE_ONLY___ ═
575
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576
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577
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578
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579
+ 2025-08-13 13:41:29,551 INFO ___FILE_ONLY___ ═
580
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581
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582
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583
+ 2025-08-13 13:41:29,601 INFO ___FILE_ONLY___ ═
584
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585
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586
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587
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588
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589
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590
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591
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592
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593
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594
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595
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596
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597
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598
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599
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600
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601
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602
+ 2025-08-13 13:41:29,852 INFO ___FILE_ONLY___ ═
603
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604
+ 2025-08-13 13:41:29,881 INFO ___FILE_ONLY___ ═
605
+ 2025-08-13 13:41:29,898 INFO ___FILE_ONLY___ ═
606
+ 2025-08-13 13:41:29,915 INFO ___FILE_ONLY___ ═
607
+ 2025-08-13 13:41:29,937 INFO ___FILE_ONLY___ ═
608
+ 2025-08-13 13:41:29,955 INFO ___FILE_ONLY___ ═
609
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610
+ 2025-08-13 13:41:30,886 INFO ___FILE_ONLY___ ═
611
+ 2025-08-13 13:41:31,391 INFO ___FILE_ONLY___ ═
612
+ 2025-08-13 13:41:31,410 INFO ___FILE_ONLY___ ═
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
+ 2025-08-13 13:41:31,674 INFO ___FILE_ONLY___ ═
622
+ 2025-08-13 13:41:31,693 INFO ___FILE_ONLY___ ═
623
+ 2025-08-13 13:41:31,835 INFO ___FILE_ONLY___ ═
624
+ 2025-08-13 13:41:31,852 INFO ___FILE_ONLY___ ═
625
+ 2025-08-13 13:41:31,869 INFO ___FILE_ONLY___ ═
626
+ 2025-08-13 13:41:31,886 INFO ___FILE_ONLY___ ═
627
+ 2025-08-13 13:41:31,901 INFO ___FILE_ONLY___ ═
628
+ 2025-08-13 13:41:31,920 INFO ___FILE_ONLY___ ═
629
+ 2025-08-13 13:41:31,937 INFO ___FILE_ONLY___ ═
630
+ 2025-08-13 13:41:31,955 INFO ___FILE_ONLY___ ═
631
+ 2025-08-13 13:41:31,983 INFO ___FILE_ONLY___ ═
632
+ 2025-08-13 13:41:32,475 INFO ___FILE_ONLY___ ═
633
+ 2025-08-13 13:41:32,475 INFO ___FILE_ONLY___ ╝
634
+
635
+ 2025-08-13 13:41:32,528 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
636
+
637
+ 2025-08-13 13:41:32,529 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
638
+
639
+ 2025-08-13 13:41:32,529 INFO ___FILE_ONLY___ ╚
640
+ 2025-08-13 13:41:33,078 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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652
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653
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654
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655
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656
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657
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658
+ 2025-08-13 13:41:33,339 INFO ___FILE_ONLY___ ═
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
+ 2025-08-13 13:41:33,736 INFO ___FILE_ONLY___ ═
688
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689
+ 2025-08-13 13:41:33,760 INFO ___FILE_ONLY___ ═
690
+ 2025-08-13 13:41:33,774 INFO ___FILE_ONLY___ ═
691
+ 2025-08-13 13:41:33,788 INFO ___FILE_ONLY___ ═
692
+ 2025-08-13 13:41:33,802 INFO ___FILE_ONLY___ ═
693
+ 2025-08-13 13:41:33,816 INFO ___FILE_ONLY___ ═
694
+ 2025-08-13 13:41:33,829 INFO ___FILE_ONLY___ ═
695
+ 2025-08-13 13:41:33,844 INFO ___FILE_ONLY___ ═
696
+ 2025-08-13 13:41:33,862 INFO ___FILE_ONLY___ ═
697
+ 2025-08-13 13:41:33,883 INFO ___FILE_ONLY___ ═
698
+ 2025-08-13 13:41:33,900 INFO ___FILE_ONLY___ ═
699
+ 2025-08-13 13:41:33,919 INFO ___FILE_ONLY___ ═
700
+ 2025-08-13 13:41:33,919 INFO ___FILE_ONLY___ ╝
701
+
702
+ 2025-08-13 13:41:33,950 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
703
+
704
+ 2025-08-13 13:41:33,950 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
705
+
706
+ 2025-08-13 13:41:33,950 INFO ___FILE_ONLY___ ╚
707
+ 2025-08-13 13:41:33,951 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
708
+ 2025-08-13 13:41:33,951 INFO ___FILE_ONLY___ ╝
709
+
710
+ 2025-08-13 13:41:33,955 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
711
+
712
+ 2025-08-13 13:41:33,955 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
713
+
714
+ 2025-08-13 13:41:33,955 INFO ___FILE_ONLY___ ╚
715
+ 2025-08-13 13:41:33,957 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
716
+ 2025-08-13 13:41:33,957 INFO ___FILE_ONLY___ ╝
717
+
718
+ 2025-08-13 13:41:33,959 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
719
+
720
+ 2025-08-13 13:41:33,959 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
721
+
722
+ 2025-08-13 13:41:33,959 INFO ___FILE_ONLY___ ╚
723
+ 2025-08-13 13:41:33,960 INFO ___FILE_ONLY___ ══════════════════════════════
724
+ 2025-08-13 13:41:33,960 INFO ___FILE_ONLY___ ══════════════════════════════
725
+ 2025-08-13 13:41:33,960 INFO ___FILE_ONLY___ ╝
726
+
727
+ 2025-08-13 13:41:33,964 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
728
+
729
+ 2025-08-13 13:41:33,965 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
730
+
731
+ 2025-08-13 13:41:33,965 INFO ___FILE_ONLY___ ╚
732
+ 2025-08-13 13:41:33,967 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
733
+ 2025-08-13 13:41:33,967 INFO ___FILE_ONLY___ ╝
734
+
735
+ 2025-08-13 13:41:33,969 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
736
+
737
+ 2025-08-13 13:41:33,969 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
738
+
739
+ 2025-08-13 13:41:33,969 INFO ___FILE_ONLY___ ╚
740
+ 2025-08-13 13:41:34,008 INFO ___FILE_ONLY___ ══════════════════════════════
741
+ 2025-08-13 13:41:34,008 INFO ___FILE_ONLY___ ══════════════════════════════
742
+ 2025-08-13 13:41:34,008 INFO ___FILE_ONLY___ ╝
743
+
744
+ 2025-08-13 13:41:34,013 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
745
+
746
+ 2025-08-13 13:41:34,013 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
747
+
748
+ 2025-08-13 13:41:34,013 INFO ___FILE_ONLY___ ╚
749
+ 2025-08-13 13:41:34,014 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
750
+ 2025-08-13 13:41:34,014 INFO ___FILE_ONLY___ ╝
751
+
752
+ 2025-08-13 13:41:34,018 DEBUG root Updating notification cache...
753
+ 2025-08-13 13:41:34,019 INFO ___FILE_ONLY___
754
+
755
+ 2025-08-13 13:41:34,021 INFO ___FILE_ONLY___ Performing post processing steps...
756
+ 2025-08-13 13:41:34,021 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
757
+ 2025-08-13 13:41:42,768 DEBUG ___FILE_ONLY___
758
+ 2025-08-13 13:41:42,768 DEBUG ___FILE_ONLY___
759
+ 2025-08-13 13:41:42,811 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
+ 2025-08-13 13:41:42,812 INFO ___FILE_ONLY___
761
+ Update done!
762
+
763
+
764
+ 2025-08-13 13:41:42,815 DEBUG root Chosen display Format:none
765
+ 2025-08-13 13:41:42,815 INFO root Display format: "none"
.config/logs/2025.08.13/13.41.34.546254.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2025-08-13 13:41:34,547 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-08-13 13:41:34,549 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2025-08-13 13:41:34,550 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2025-08-13 13:41:42,652 DEBUG root Chosen display Format:none
5
+ 2025-08-13 13:41:42,653 INFO root Display format: "none"
.config/logs/2025.08.13/13.41.43.478751.log ADDED
@@ -0,0 +1,153 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2025-08-13 13:41:43,479 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-08-13 13:41:43,481 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2025-08-13 13:41:43,483 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2025-08-13 13:41:43,484 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2025-08-13 13:41:43,492 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2025-08-13 13:41:44,428 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/11" 200 233150
8
+ 2025-08-13 13:41:44,441 WARNING root Component [compute] no longer exists.
9
+ 2025-08-13 13:41:44,442 INFO ___FILE_ONLY___
10
+
11
+ 2025-08-13 13:41:44,442 INFO ___FILE_ONLY___
12
+ Your current Google Cloud CLI version is: 534.0.0
13
+
14
+ 2025-08-13 13:41:44,442 INFO ___FILE_ONLY___ Installing components from version: 534.0.0
15
+
16
+ 2025-08-13 13:41:44,442 INFO ___FILE_ONLY___
17
+
18
+ 2025-08-13 13:41:44,442 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)
19
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@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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1
+ ---
2
+ base_model: google/gemma-3-270m-it
3
+ library_name: transformers
4
+ model_name: ''
5
+ tags:
6
+ - generated_from_trainer
7
+ - sft
8
+ - trl
9
+ licence: license
10
+ ---
11
+
12
+ # Model Card for
13
+
14
+ This model is a fine-tuned version of [google/gemma-3-270m-it](https://huggingface.co/google/gemma-3-270m-it).
15
+ It has been trained using [TRL](https://github.com/huggingface/trl).
16
+
17
+ ## Quick start
18
+
19
+ ```python
20
+ from transformers import pipeline
21
+
22
+ 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?"
23
+ generator = pipeline("text-generation", model="ryandam/content", device="cuda")
24
+ output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
25
+ print(output["generated_text"])
26
+ ```
27
+
28
+ ## Training procedure
29
+
30
+
31
+
32
+
33
+ This model was trained with SFT.
34
+
35
+ ### Framework versions
36
+
37
+ - TRL: 0.21.0
38
+ - Transformers: 4.55.0
39
+ - Pytorch: 2.6.0+cu124
40
+ - Datasets: 4.0.0
41
+ - Tokenizers: 0.21.4
42
+
43
+ ## Citations
44
+
45
+
46
+
47
+ Cite TRL as:
48
+
49
+ ```bibtex
50
+ @misc{vonwerra2022trl,
51
+ title = {{TRL: Transformer Reinforcement Learning}},
52
+ 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 Gallou{\'e}dec},
53
+ year = 2020,
54
+ journal = {GitHub repository},
55
+ publisher = {GitHub},
56
+ howpublished = {\url{https://github.com/huggingface/trl}}
57
+ }
58
+ ```
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+ {%- if item['type'] == 'image' -%}
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+ {%- endif -%}
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+ {%- endfor -%}
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+ {%- else -%}
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+ {{ raise_exception("Invalid content type") }}
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+ {%- endif -%}
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+ {{ '<end_of_turn>
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+ ' }}
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+ {%- endfor -%}
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+ {%- if add_generation_prompt -%}
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+ '}}
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+ {%- endif -%}
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+ "num_key_value_heads": 1,
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@@ -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://docs.google.com/document/d/e/2PACX-1vRhYtsvc5eOR2FWNCwaBiKL6suIOrxJig8LcSBbmCbyYsayia_DvPOOBlXZ4CAlQ5nlDD8kTaIDRwrN/pub
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).
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