109 lines
2.1 KiB
Markdown
109 lines
2.1 KiB
Markdown
---
|
|
base_model:
|
|
- DMindAI/DMind-1-mini
|
|
- Qwen/Qwen3-14B
|
|
- soob3123/GrayLine-Qwen3-14B
|
|
- ValiantLabs/Qwen3-14B-Cobalt2
|
|
- ValiantLabs/Qwen3-14B-Esper3
|
|
library_name: transformers
|
|
license: apache-2.0
|
|
language:
|
|
- en
|
|
pipeline_tag: text-generation
|
|
tags:
|
|
- mergekit
|
|
- merge
|
|
- esper
|
|
- esper-3
|
|
- dmind
|
|
- dmind-1-mini
|
|
- cobalt
|
|
- cobalt-2
|
|
- grayline
|
|
- valiant
|
|
- valiant-labs
|
|
- qwen
|
|
- qwen-3
|
|
- qwen-3-14b
|
|
- 14b
|
|
- reasoning
|
|
- web3
|
|
- code
|
|
- code-instruct
|
|
- python
|
|
- javascript
|
|
- dev-ops
|
|
- jenkins
|
|
- terraform
|
|
- scripting
|
|
- powershell
|
|
- azure
|
|
- aws
|
|
- gcp
|
|
- cloud
|
|
- problem-solving
|
|
- architect
|
|
- engineer
|
|
- developer
|
|
- creative
|
|
- analytical
|
|
- expert
|
|
- rationality
|
|
- math
|
|
- math-reasoning
|
|
- math-instruct
|
|
- uncensored
|
|
- unfiltered
|
|
- amoral-ai
|
|
- conversational
|
|
- chat
|
|
- instruct
|
|
|
|
---
|
|
# sequelbox/Qwen3-14B-Esper3Mix
|
|
|
|
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.
|
|
|
|
## Merge Details
|
|
### Merge Method
|
|
|
|
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.
|
|
|
|
### Models Merged
|
|
|
|
The following models were included in the merge:
|
|
* [DMindAI/DMind-1-mini](https://huggingface.co/DMindAI/DMind-1-mini)
|
|
* [soob3123/GrayLine-Qwen3-14B](https://huggingface.co/soob3123/GrayLine-Qwen3-14B)
|
|
* [ValiantLabs/Qwen3-14B-Cobalt2](https://huggingface.co/ValiantLabs/Qwen3-14B-Cobalt2)
|
|
* [ValiantLabs/Qwen3-14B-Esper3](https://huggingface.co/ValiantLabs/Qwen3-14B-Esper3)
|
|
|
|
### Configuration
|
|
|
|
The following YAML configuration was used to produce this model:
|
|
|
|
```yaml
|
|
merge_method: della
|
|
dtype: bfloat16
|
|
parameters:
|
|
normalize: true
|
|
models:
|
|
- model: ValiantLabs/Qwen3-14B-Esper3
|
|
parameters:
|
|
density: 0.25
|
|
weight: 0.4
|
|
- model: ValiantLabs/Qwen3-14B-Cobalt2
|
|
parameters:
|
|
density: 0.25
|
|
weight: 0.25
|
|
- model: DMindAI/DMind-1-mini
|
|
parameters:
|
|
density: 0.25
|
|
weight: 0.25
|
|
- model: soob3123/GrayLine-Qwen3-14B
|
|
parameters:
|
|
density: 0.25
|
|
weight: 0.25
|
|
base_model: Qwen/Qwen3-14B
|
|
|
|
```
|