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2020 2021 2022 2023 2024 | ---
base_model: []
library_name: transformers
tags:
- mergekit
- merge
---
# NEW-Fuse-AIME-1
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
## Merge Details
### Merge Method
This model was merged using the [DARE TIES](https://arxiv.org/abs/2311.03099) 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
weight: 0.34794277506374116
- 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
weight: 0.3104783993545368
- 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
weight: 0.15808303028309914
- layer_range: [6, 7]
model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
parameters:
density: 0.7467053899439082
weight: 0.33525672482486385
- sources:
- layer_range: [7, 8]
model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
parameters:
density: 1.0
weight: 0.1780233459840618
- layer_range: [7, 8]
model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
parameters:
density: 0.6637198537771577
weight: 0.350440019875121
- layer_range: [7, 8]
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
weight: 0.28677118290764636
- layer_range: [7, 8]
model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/s1-32B_3285827842
parameters:
density: 0.9108709485880905
weight: 0.1265598944346814
- layer_range: [7, 8]
model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Bespoke-Stratos-32B_2324529121
parameters:
density: 1.0
weight: 0.041086328510648196
- sources:
- layer_range: [8, 9]
model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/Qwen2.5-32B_2506482046
parameters:
density: 0.9344819873448885
weight: 0.14958159570120846
- layer_range: [8, 9]
model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/QwQ-32B-Preview_1809212316
parameters:
density: 0.8950475774498431
weight: 0.12770736183473413
- layer_range: [8, 9]
model: /mnt/nvme5n1p1/Qwen-32B-merge/input_models/DeepSeek-R1-Distill-Qwen-32B_2219931087
parameters:
density: 1.0
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```
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