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MBMMurad
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QwQ-32B-preview-AWQ-AIMO-earlysharing

Text Generation
Transformers
Safetensors
English
qwen2
MATH
QwQ
QwQ-preview
AIMO
Reasoning
Math
conversational
text-generation-inference
Inference Endpoints
4-bit precision
awq
Model card Files Community
MBMMurad commited on
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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/hidden_gcloud_config_universe_descriptor_data_cache_configs.db +0 -0
  10. .config/logs/2024.12.05/14.23.06.901164.log +764 -0
  11. .config/logs/2024.12.05/14.23.28.455145.log +5 -0
  12. .config/logs/2024.12.05/14.23.39.346831.log +152 -0
  13. .config/logs/2024.12.05/14.23.40.795742.log +5 -0
  14. .config/logs/2024.12.05/14.23.51.697768.log +8 -0
  15. .config/logs/2024.12.05/14.23.52.381553.log +8 -0
  16. .gitattributes +1 -0
  17. README.md +108 -0
  18. added_tokens.json +24 -0
  19. config.json +37 -0
  20. generation_config.json +13 -0
  21. merges.txt +0 -0
  22. model-00001-of-00005.safetensors +3 -0
  23. model-00002-of-00005.safetensors +3 -0
  24. model-00003-of-00005.safetensors +3 -0
  25. model-00004-of-00005.safetensors +3 -0
  26. model-00005-of-00005.safetensors +3 -0
  27. model.safetensors.index.json +0 -0
  28. special_tokens_map.json +31 -0
  29. tokenizer.json +3 -0
  30. tokenizer_config.json +207 -0
  31. vocab.json +0 -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: 1733408618.7694807
.config/.last_update_check.json ADDED
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+ {"last_update_check_time": 1733408620.3155735, "last_update_check_revision": 20241115154308, "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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+
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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/2024.12.05/14.23.06.901164.log ADDED
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+ 2024-12-05 14:23:18,927 DEBUG root Loaded Command Group: ['gcloud', 'components']
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+ 2024-12-05 14:23:19,405 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
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+ 2024-12-05 14:23:19,979 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bundled-python3-unix-linux-x86_64-20240920144119.tar.gz HTTP/1.1" 200 78001783
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529
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531
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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
+ 2024-12-05 14:23:21,555 INFO ___FILE_ONLY___ ═
550
+ 2024-12-05 14:23:21,555 INFO ___FILE_ONLY___ ╝
551
+
552
+ 2024-12-05 14:23:21,570 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
553
+
554
+ 2024-12-05 14:23:21,570 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
555
+
556
+ 2024-12-05 14:23:21,570 INFO ___FILE_ONLY___ ╚
557
+ 2024-12-05 14:23:21,571 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
558
+ 2024-12-05 14:23:21,571 INFO ___FILE_ONLY___ ╝
559
+
560
+ 2024-12-05 14:23:21,578 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
561
+
562
+ 2024-12-05 14:23:21,578 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 ═╣
563
+
564
+ 2024-12-05 14:23:21,578 INFO ___FILE_ONLY___ ╚
565
+ 2024-12-05 14:23:21,583 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
566
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567
+
568
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569
+
570
+ 2024-12-05 14:23:21,585 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 (Platform Specific) ═╣
571
+
572
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573
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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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585
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586
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588
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590
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592
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595
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597
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600
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601
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602
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603
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604
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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
+ 2024-12-05 14:23:26,363 INFO ___FILE_ONLY___ ╝
634
+
635
+ 2024-12-05 14:23:26,440 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
636
+
637
+ 2024-12-05 14:23:26,440 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
638
+
639
+ 2024-12-05 14:23:26,440 INFO ___FILE_ONLY___ ╚
640
+ 2024-12-05 14:23:27,070 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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648
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649
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650
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653
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655
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656
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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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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
+ 2024-12-05 14:23:27,780 INFO ___FILE_ONLY___ ═
695
+ 2024-12-05 14:23:27,797 INFO ___FILE_ONLY___ ═
696
+ 2024-12-05 14:23:27,809 INFO ___FILE_ONLY___ ═
697
+ 2024-12-05 14:23:27,821 INFO ___FILE_ONLY___ ═
698
+ 2024-12-05 14:23:27,830 INFO ___FILE_ONLY___ ═
699
+ 2024-12-05 14:23:27,840 INFO ___FILE_ONLY___ ═
700
+ 2024-12-05 14:23:27,840 INFO ___FILE_ONLY___ ╝
701
+
702
+ 2024-12-05 14:23:27,890 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
703
+
704
+ 2024-12-05 14:23:27,890 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
705
+
706
+ 2024-12-05 14:23:27,890 INFO ___FILE_ONLY___ ╚
707
+ 2024-12-05 14:23:27,892 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
708
+ 2024-12-05 14:23:27,892 INFO ___FILE_ONLY___ ╝
709
+
710
+ 2024-12-05 14:23:27,899 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
711
+
712
+ 2024-12-05 14:23:27,899 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
713
+
714
+ 2024-12-05 14:23:27,899 INFO ___FILE_ONLY___ ╚
715
+ 2024-12-05 14:23:27,904 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
716
+ 2024-12-05 14:23:27,904 INFO ___FILE_ONLY___ ╝
717
+
718
+ 2024-12-05 14:23:27,906 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
719
+
720
+ 2024-12-05 14:23:27,906 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
721
+
722
+ 2024-12-05 14:23:27,906 INFO ___FILE_ONLY___ ╚
723
+ 2024-12-05 14:23:27,907 INFO ___FILE_ONLY___ ══════════════════════════════
724
+ 2024-12-05 14:23:27,907 INFO ___FILE_ONLY___ ══════════════════════════════
725
+ 2024-12-05 14:23:27,907 INFO ___FILE_ONLY___ ╝
726
+
727
+ 2024-12-05 14:23:27,914 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
728
+
729
+ 2024-12-05 14:23:27,914 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
730
+
731
+ 2024-12-05 14:23:27,914 INFO ___FILE_ONLY___ ╚
732
+ 2024-12-05 14:23:27,919 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
733
+ 2024-12-05 14:23:27,919 INFO ___FILE_ONLY___ ╝
734
+
735
+ 2024-12-05 14:23:27,921 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
736
+
737
+ 2024-12-05 14:23:27,921 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
738
+
739
+ 2024-12-05 14:23:27,921 INFO ___FILE_ONLY___ ╚
740
+ 2024-12-05 14:23:27,957 INFO ___FILE_ONLY___ ══════════════════════════════
741
+ 2024-12-05 14:23:27,957 INFO ___FILE_ONLY___ ══════════════════════════════
742
+ 2024-12-05 14:23:27,958 INFO ___FILE_ONLY___ ╝
743
+
744
+ 2024-12-05 14:23:27,965 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
745
+
746
+ 2024-12-05 14:23:27,965 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
747
+
748
+ 2024-12-05 14:23:27,965 INFO ___FILE_ONLY___ ╚
749
+ 2024-12-05 14:23:27,965 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
750
+ 2024-12-05 14:23:27,965 INFO ___FILE_ONLY___ ╝
751
+
752
+ 2024-12-05 14:23:27,973 DEBUG root Updating notification cache...
753
+ 2024-12-05 14:23:27,973 INFO ___FILE_ONLY___
754
+
755
+ 2024-12-05 14:23:27,976 INFO ___FILE_ONLY___ Performing post processing steps...
756
+ 2024-12-05 14:23:27,976 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
757
+ 2024-12-05 14:23:38,586 DEBUG ___FILE_ONLY___
758
+ 2024-12-05 14:23:38,586 DEBUG ___FILE_ONLY___
759
+ 2024-12-05 14:23:38,765 INFO ___FILE_ONLY___
760
+ Update done!
761
+
762
+
763
+ 2024-12-05 14:23:38,768 DEBUG root Chosen display Format:none
764
+ 2024-12-05 14:23:38,768 INFO root Display format: "none"
.config/logs/2024.12.05/14.23.28.455145.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-12-05 14:23:28,456 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-12-05 14:23:28,458 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-12-05 14:23:28,460 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-12-05 14:23:38,474 DEBUG root Chosen display Format:none
5
+ 2024-12-05 14:23:38,475 INFO root Display format: "none"
.config/logs/2024.12.05/14.23.39.346831.log ADDED
@@ -0,0 +1,152 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-12-05 14:23:39,347 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-12-05 14:23:39,350 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2024-12-05 14:23:39,352 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2024-12-05 14:23:39,353 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2024-12-05 14:23:39,362 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2024-12-05 14:23:39,568 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 227816
8
+ 2024-12-05 14:23:39,587 WARNING root Component [compute] no longer exists.
9
+ 2024-12-05 14:23:39,588 INFO ___FILE_ONLY___
10
+
11
+ 2024-12-05 14:23:39,589 INFO ___FILE_ONLY___
12
+ Your current Google Cloud CLI version is: 502.0.0
13
+
14
+ 2024-12-05 14:23:39,589 INFO ___FILE_ONLY___ Installing components from version: 502.0.0
15
+
16
+ 2024-12-05 14:23:39,589 INFO ___FILE_ONLY___
17
+
18
+ 2024-12-05 14:23:39,589 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
+ 2024-12-05 14:23:39,590 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)
20
+ 2024-12-05 14:23:39,590 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)
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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1
+ ---
2
+ license: apache-2.0
3
+ base_model:
4
+ - Qwen/QwQ-32B-Preview
5
+ language:
6
+ - en
7
+ pipeline_tag: text-generation
8
+ library_name: transformers
9
+ ---
10
+ # QwQ-32B-Preview AWQ 4-Bit Quantized Version
11
+
12
+ ## Introduction
13
+
14
+ This repository provides the **AWQ 4-bit quantized** version of the **QwQ-32B-Preview** model, originally developed by the Qwen Team. The quantized model significantly reduces memory usage and computational requirements, making it suitable for deployment on hardware with limited resources.
15
+
16
+ **Note**: This quantized model requires approximately **20 GB of VRAM** to run effectively.
17
+
18
+ **QwQ-32B-Preview** is an experimental research model aimed at advancing AI reasoning capabilities, particularly in mathematics and coding tasks. While it shows promising analytical abilities, it has several important limitations:
19
+
20
+ - **Language Mixing and Code Switching**: The model may unexpectedly switch between languages or mix them, affecting the clarity of responses.
21
+ - **Recursive Reasoning Loops**: There's a possibility of the model entering circular reasoning patterns, leading to lengthy responses without conclusive answers.
22
+ - **Safety and Ethical Considerations**: Enhanced safety measures are needed to ensure reliable and secure performance. Users should exercise caution when deploying the model.
23
+ - **Performance Limitations**: While excelling in math and coding, the model may underperform in areas like common sense reasoning and nuanced language understanding.
24
+
25
+ ---
26
+
27
+ ## Requirements
28
+
29
+ Ensure you are using the latest version of Hugging Face Transformers, as the code for Qwen2.5 is integrated there. Using a version earlier than **4.37.0** may result in the following error:
30
+
31
+ ```plaintext
32
+ KeyError: 'qwen2'
33
+ ```
34
+
35
+ ---
36
+
37
+ ## Quickstart
38
+
39
+ Here's how to load the tokenizer and model, and generate content using the quantized model:
40
+
41
+ ```python
42
+ from transformers import AutoModelForCausalLM, AutoTokenizer
43
+
44
+ model_name = "KirillR/QwQ-32B-Preview-AWQ"
45
+
46
+ model = AutoModelForCausalLM.from_pretrained(
47
+ model_name,
48
+ torch_dtype="auto",
49
+ device_map="auto"
50
+ )
51
+ tokenizer = AutoTokenizer.from_pretrained(model_name)
52
+
53
+ prompt = "How many 'r's are in 'strawberry'?"
54
+ messages = [
55
+ {"role": "system", "content": "You are a helpful assistant developed by Alibaba. Please think step-by-step."},
56
+ {"role": "user", "content": prompt}
57
+ ]
58
+ text = tokenizer.apply_chat_template(
59
+ messages,
60
+ tokenize=False,
61
+ add_generation_prompt=True
62
+ )
63
+ model_inputs = tokenizer([text], return_tensors="pt").to(model.device)
64
+
65
+ generated_ids = model.generate(
66
+ **model_inputs,
67
+ max_new_tokens=1024
68
+ )
69
+ generated_ids = [
70
+ output_ids[len(input_ids):] for input_ids, output_ids in zip(model_inputs.input_ids, generated_ids)
71
+ ]
72
+
73
+ response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
74
+
75
+ print(response)
76
+ ```
77
+
78
+ ---
79
+
80
+ ## Original Model
81
+
82
+ For more details about the original QwQ-32B-Preview model, please refer to the following resource:
83
+
84
+ https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct-AWQ
85
+
86
+
87
+ ---
88
+
89
+ ## Citation
90
+
91
+ If you find the original model helpful, please consider citing the original authors:
92
+
93
+ ```bibtext
94
+ @misc{qwq-32b-preview,
95
+ title = {QwQ: Reflect Deeply on the Boundaries of the Unknown},
96
+ url = {https://qwenlm.github.io/blog/qwq-32b-preview/},
97
+ author = {Qwen Team},
98
+ month = {November},
99
+ year = {2024}
100
+ }
101
+
102
+ @article{qwen2,
103
+ title={Qwen2 Technical Report},
104
+ author={An Yang and Baosong Yang and others},
105
+ journal={arXiv preprint arXiv:2407.10671},
106
+ year={2024}
107
+ }
108
+ ```
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