base_model: | |
- rombodawg/Rombos-LLM-V2.5-Qwen-72b | |
- huihui-ai/Qwen2.5-72B-Instruct-abliterated | |
- 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 [huihui-ai/Qwen2.5-72B-Instruct-abliterated](https://huggingface.co/huihui-ai/Qwen2.5-72B-Instruct-abliterated) 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-Instruct-abliterated-2x-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: huihui-ai/Qwen2.5-72B-Instruct-abliterated # 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 | |
``` | |