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Model: sequelbox/Qwen3-14B-Esper3Mix Source: Original Platform
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README.md
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---
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base_model:
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- DMindAI/DMind-1-mini
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- Qwen/Qwen3-14B
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- soob3123/GrayLine-Qwen3-14B
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- ValiantLabs/Qwen3-14B-Cobalt2
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- ValiantLabs/Qwen3-14B-Esper3
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library_name: transformers
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license: apache-2.0
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language:
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- en
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pipeline_tag: text-generation
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tags:
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- mergekit
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- merge
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- esper
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- esper-3
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- dmind
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- dmind-1-mini
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- cobalt
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- cobalt-2
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- grayline
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- valiant
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- valiant-labs
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- qwen
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- qwen-3
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- qwen-3-14b
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- 14b
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- reasoning
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- web3
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- code
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- code-instruct
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- python
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- javascript
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- dev-ops
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- jenkins
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- terraform
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- scripting
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- powershell
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- azure
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- aws
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- gcp
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- cloud
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- problem-solving
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- architect
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- engineer
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- developer
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- creative
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- analytical
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- expert
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- rationality
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- math
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- math-reasoning
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- math-instruct
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- uncensored
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- unfiltered
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- amoral-ai
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- conversational
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- chat
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- instruct
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---
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# sequelbox/Qwen3-14B-Esper3Mix
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit), combining several Qwen 3 14b finetunes to maximize reasoning performance.
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## Merge Details
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### Merge Method
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This model was merged using the [DELLA](https://arxiv.org/abs/2406.11617) merge method using [Qwen/Qwen3-14B](https://huggingface.co/Qwen/Qwen3-14B) as a base.
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### Models Merged
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The following models were included in the merge:
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* [DMindAI/DMind-1-mini](https://huggingface.co/DMindAI/DMind-1-mini)
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* [soob3123/GrayLine-Qwen3-14B](https://huggingface.co/soob3123/GrayLine-Qwen3-14B)
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* [ValiantLabs/Qwen3-14B-Cobalt2](https://huggingface.co/ValiantLabs/Qwen3-14B-Cobalt2)
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* [ValiantLabs/Qwen3-14B-Esper3](https://huggingface.co/ValiantLabs/Qwen3-14B-Esper3)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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merge_method: della
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dtype: bfloat16
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parameters:
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normalize: true
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models:
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- model: ValiantLabs/Qwen3-14B-Esper3
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parameters:
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density: 0.25
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weight: 0.4
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- model: ValiantLabs/Qwen3-14B-Cobalt2
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parameters:
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density: 0.25
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weight: 0.25
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- model: DMindAI/DMind-1-mini
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parameters:
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density: 0.25
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weight: 0.25
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- model: soob3123/GrayLine-Qwen3-14B
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parameters:
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density: 0.25
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weight: 0.25
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base_model: Qwen/Qwen3-14B
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```
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