This model was merged using the DARE TIES merge method using /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095 as a base.
Models Merged

The following models were included in the merge:
/mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
/mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
/mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
/mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
/mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
Configuration

The following YAML configuration was used to produce this model:
yaml
base_model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
dtype: bfloat16
merge_method: dare_ties
parameters:
  int8_mask: 1.0
  normalize: 0.0
slices:
- sources:
  - layer_range: [0, 1]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
    parameters:
      density: 1.0
      weight: 0.35244033843752853
  - layer_range: [0, 1]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
    parameters:
      density: 1.0
      weight: 0.06565483579026653
  - layer_range: [0, 1]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
    parameters:
      density: 0.8248923599361199
      weight: 0.38461070968524835
  - layer_range: [0, 1]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
    parameters:
      density: 0.8592460452699369
      weight: 0.2709388464832553
  - layer_range: [0, 1]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
    parameters:
      density: 0.6541749263416319
      weight: 0.33556129068833057
  - layer_range: [0, 1]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
    parameters:
      density: 0.9426661206524789
      weight: 0.0053235629152804664
- sources:
  - layer_range: [1, 2]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
    parameters:
      density: 0.9488748922395204
      weight: 0.14826464617072407
  - layer_range: [1, 2]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
    parameters:
      density: 0.9131099463854294
      weight: 0.0500716728672521
  - layer_range: [1, 2]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
    parameters:
      density: 1.0
      weight: 0.03528639404457212
  - layer_range: [1, 2]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
    parameters:
      density: 1.0
      weight: 0.2726030572249115
  - layer_range: [1, 2]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
    parameters:
      density: 1.0
      weight: 0.12239211353380436
  - layer_range: [1, 2]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
    parameters:
      density: 0.9635154239911565
      weight: 0.21170102977920005
- sources:
  - layer_range: [2, 3]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
    parameters:
      density: 1.0
      weight: 0.36980377431194145
  - layer_range: [2, 3]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
    parameters:
      density: 0.9379968946209096
      weight: 0.4105923892761978
  - layer_range: [2, 3]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
    parameters:
      density: 0.9581657977584064
      weight: 0.22436197906860517
  - layer_range: [2, 3]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
    parameters:
      density: 0.8304501761634047
      weight: 0.319948178020794
  - layer_range: [2, 3]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
    parameters:
      density: 0.9871664200736995
      weight: 0.2330494583171301
  - layer_range: [2, 3]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
    parameters:
      density: 0.6729079463501024
      weight: 0.019625987153301827
- sources:
  - layer_range: [3, 4]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
    parameters:
      density: 0.9485863817976715
      weight: 0.34558356909458027
  - layer_range: [3, 4]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
    parameters:
      density: 1.0
      weight: 0.06796959970262986
  - layer_range: [3, 4]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
    parameters:
      density: 0.8683263873836304
      weight: 0.23631196193757625
  - layer_range: [3, 4]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
    parameters:
      density: 1.0
      weight: 0.12897658747785207
  - layer_range: [3, 4]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
    parameters:
      density: 0.8873304359583831
      weight: 0.09356346904417376
  - layer_range: [3, 4]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
    parameters:
      density: 0.9199000783393735
      weight: 0.32323945110304375
- sources:
  - layer_range: [4, 5]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
    parameters:
      density: 1.0
      weight: 0.22626532519457837
  - layer_range: [4, 5]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
    parameters:
      density: 0.9303308151499403
      weight: 0.22866449319501092
  - layer_range: [4, 5]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
    parameters:
      density: 1.0
      weight: 0.012114770324266916
  - layer_range: [4, 5]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
    parameters:
      density: 0.8262691273376455
      weight: 0.1880770093616853
  - layer_range: [4, 5]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
    parameters:
      density: 1.0
      weight: 0.6580148272567256
  - layer_range: [4, 5]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
    parameters:
      density: 1.0
      weight: 0.006053164452560877
- sources:
  - layer_range: [5, 6]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
    parameters:
      density: 0.8963288717396416
      weight: 0.19450243612974277
  - layer_range: [5, 6]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
    parameters:
      density: 0.791368227831232
      weight: 0.02572381859402889
  - layer_range: [5, 6]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
    parameters:
      density: 0.6409267202920192
      weight: 0.33005762288513496
  - layer_range: [5, 6]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
    parameters:
      density: 0.8230620681157153
      weight: 0.2788608064344805
  - layer_range: [5, 6]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
    parameters:
      density: 1.0
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  - layer_range: [5, 6]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
    parameters:
      density: 0.8603238495904307
      weight: 0.21702807973364863
- sources:
  - layer_range: [6, 7]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
    parameters:
      density: 0.9209955445213542
      weight: 0.08974446616116238
  - layer_range: [6, 7]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
    parameters:
      density: 0.8932160714427164
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  - layer_range: [6, 7]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
    parameters:
      density: 0.9414970547144341
      weight: 0.06504213911605598
  - layer_range: [6, 7]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
    parameters:
      density: 1.0
      weight: 0.057654213441167196
  - layer_range: [6, 7]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
    parameters:
      density: 0.9821945836928729
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  - layer_range: [6, 7]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
    parameters:
      density: 0.7467053899439082
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- sources:
  - layer_range: [7, 8]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
    parameters:
      density: 1.0
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
    parameters:
      density: 0.6637198537771577
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
    parameters:
      density: 1.0
      weight: 0.051708884503478325
  - layer_range: [7, 8]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
    parameters:
      density: 0.9018872471355386
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
    parameters:
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
    parameters:
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  - layer_range: [8, 9]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
    parameters:
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
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- sources:
  - layer_range: [9, 10]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
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  - layer_range: [11, 12]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
    parameters:
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
    parameters:
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview_2733309095
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
    parameters:
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      weight: 0.134725400133938
  - layer_range: [13, 14]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
    parameters:
      density: 0.962863472735488
      weight: 0.19544068754739274
- sources:
  - layer_range: [14, 15]
    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
    parameters:
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    model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
    parameters:
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radna/NEW-Fuse-DeepSeek-R1-AIME-1

NEW-Fuse-AIME-1

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radna/
NEW-Fuse-DeepSeek-R1-AIME-1
