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---
base_model:
- rombodawg/Rombos-LLM-V2.5-Qwen-72b
- Qwen/Qwen2.5-72B
- abacusai/Dracarys2-72B-Instruct
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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [Qwen/Qwen2.5-72B](https://huggingface.co/Qwen/Qwen2.5-72B) as a base.
### Models Merged
The following models were included in the merge:
* [rombodawg/Rombos-LLM-V2.5-Qwen-72b](https://huggingface.co/rombodawg/Rombos-LLM-V2.5-Qwen-72b)
* [abacusai/Dracarys2-72B-Instruct](https://huggingface.co/abacusai/Dracarys2-72B-Instruct)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
# Qwen2.5-72B-2x-Instruct-TIES-v1.0
models:
- model: abacusai/Dracarys2-72B-Instruct # Coding enhancement Fine-tuning
parameters:
density: 1.0
weight: 1.0
- model: rombodawg/Rombos-LLM-V2.5-Qwen-72b # Continuous Fine-tuning
parameters:
density: 1.0
weight: 1.0
merge_method: ties
base_model: Qwen/Qwen2.5-72B # Reflecting the most recent models as of 11/11/2024
parameters:
normalize: true
int8_mask: false
dtype: bfloat16
tokenizer_source: union # Experimental, preliminarily seems to garner good results
```
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