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Model: CultriX/Qwen2.5-14B-Unity
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---
base_model:
- CultriX/Qwen2.5-14B-Wernickev3
- qingy2019/Qwen2.5-Math-14B-Instruct
- sometimesanotion/Qwen2.5-14B-Vimarckoso
- CultriX/Qwen2.5-14B-Emergedv3
- allknowingroger/QwenSlerp6-14B
- CultriX/SeQwence-14Bv1
library_name: transformers
tags:
- mergekit
- merge
---
# merge
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](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [CultriX/SeQwence-14Bv1](https://huggingface.co/CultriX/SeQwence-14Bv1) as a base.
### Models Merged
The following models were included in the merge:
* [CultriX/Qwen2.5-14B-Wernickev3](https://huggingface.co/CultriX/Qwen2.5-14B-Wernickev3)
* [qingy2019/Qwen2.5-Math-14B-Instruct](https://huggingface.co/qingy2019/Qwen2.5-Math-14B-Instruct)
* [sometimesanotion/Qwen2.5-14B-Vimarckoso](https://huggingface.co/sometimesanotion/Qwen2.5-14B-Vimarckoso)
* [CultriX/Qwen2.5-14B-Emergedv3](https://huggingface.co/CultriX/Qwen2.5-14B-Emergedv3)
* [allknowingroger/QwenSlerp6-14B](https://huggingface.co/allknowingroger/QwenSlerp6-14B)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: CultriX/SeQwence-14Bv1
merge_method: dare_ties
parameters:
normalize: true
int8_mask: true
dtype: bfloat16
models:
- model: CultriX/SeQwence-14Bv1
parameters:
weight: 0.28 # Strong base for multitask benchmarks.
density: 0.7 # Retains strong multitask performance.
- model: CultriX/Qwen2.5-14B-Wernickev3
parameters:
weight: 0.22 # Balanced to support reasoning-heavy benchmarks like BBH.
density: 0.65
- model: qingy2019/Qwen2.5-Math-14B-Instruct
parameters:
weight: 0.22 # Optimized for MATH and BBH.
density: 0.6
- model: allknowingroger/QwenSlerp6-14B
parameters:
weight: 0.18 # Reintegration of the highest scorer for stability across benchmarks.
density: 0.65 # Focused on its exceptional multitask and reasoning strengths.
- model: CultriX/Qwen2.5-14B-Emergedv3
parameters:
weight: 0.15 # Maintains multitask stability for GPQA and MMLU-PRO.
density: 0.6
- model: sometimesanotion/Qwen2.5-14B-Vimarckoso
parameters:
weight: 0.1 # Late-layer contributor for MUSR and multi-step reasoning.
density: 0.6
adaptive_merge_parameters:
task_weights:
IFEval: 1.4 # Balanced to maintain instruction-following benchmarks.
BBH: 1.4 # Ensures strong reasoning capabilities.
MATH: 1.5 # Prioritizes mathematical reasoning.
GPQA: 1.5 # Balanced for factual QA.
MUSR: 1.4 # Advanced multi-step reasoning.
MMLU-PRO: 1.5 # Emphasized for domain-specific multitask performance.
smoothing_factor: 0.12 # Smooth transitions between task-specific contributions.
gradient_clipping:
CultriX/SeQwence-14Bv1: 0.8
CultriX/Qwen2.5-14B-Wernickev3: 0.8
qingy2019/Qwen2.5-Math-14B-Instruct: 0.85
allknowingroger/QwenSlerp6-14B: 0.8 # Balanced for high scoring model contributions.
CultriX/Qwen2.5-14B-Emergedv3: 0.75
sometimesanotion/Qwen2.5-14B-Vimarckoso: 0.75
tokenizer_source: CultriX/SeQwence-14Bv1
```

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{
"_name_or_path": "CultriX/SeQwence-14Bv1",
"architectures": [
"Qwen2ForCausalLM"
],
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"model_type": "qwen2",
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"num_key_value_heads": 8,
"rms_norm_eps": 1e-05,
"rope_scaling": null,
"rope_theta": 1000000.0,
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"tie_word_embeddings": false,
"torch_dtype": "bfloat16",
"transformers_version": "4.46.2",
"use_cache": true,
"use_sliding_window": false,
"vocab_size": 151665
}

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base_model: CultriX/SeQwence-14Bv1
merge_method: dare_ties
parameters:
normalize: true
int8_mask: true
dtype: bfloat16
models:
- model: CultriX/SeQwence-14Bv1
parameters:
weight: 0.28 # Strong base for multitask benchmarks.
density: 0.7 # Retains strong multitask performance.
- model: CultriX/Qwen2.5-14B-Wernickev3
parameters:
weight: 0.22 # Balanced to support reasoning-heavy benchmarks like BBH.
density: 0.65
- model: qingy2019/Qwen2.5-Math-14B-Instruct
parameters:
weight: 0.22 # Optimized for MATH and BBH.
density: 0.6
- model: allknowingroger/QwenSlerp6-14B
parameters:
weight: 0.18 # Reintegration of the highest scorer for stability across benchmarks.
density: 0.65 # Focused on its exceptional multitask and reasoning strengths.
- model: CultriX/Qwen2.5-14B-Emergedv3
parameters:
weight: 0.15 # Maintains multitask stability for GPQA and MMLU-PRO.
density: 0.6
- model: sometimesanotion/Qwen2.5-14B-Vimarckoso
parameters:
weight: 0.1 # Late-layer contributor for MUSR and multi-step reasoning.
density: 0.6
adaptive_merge_parameters:
task_weights:
IFEval: 1.4 # Balanced to maintain instruction-following benchmarks.
BBH: 1.4 # Ensures strong reasoning capabilities.
MATH: 1.5 # Prioritizes mathematical reasoning.
GPQA: 1.5 # Balanced for factual QA.
MUSR: 1.4 # Advanced multi-step reasoning.
MMLU-PRO: 1.5 # Emphasized for domain-specific multitask performance.
smoothing_factor: 0.12 # Smooth transitions between task-specific contributions.
gradient_clipping:
CultriX/SeQwence-14Bv1: 0.8
CultriX/Qwen2.5-14B-Wernickev3: 0.8
qingy2019/Qwen2.5-Math-14B-Instruct: 0.85
allknowingroger/QwenSlerp6-14B: 0.8 # Balanced for high scoring model contributions.
CultriX/Qwen2.5-14B-Emergedv3: 0.75
sometimesanotion/Qwen2.5-14B-Vimarckoso: 0.75
tokenizer_source: CultriX/SeQwence-14Bv1

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