|
--- |
|
base_model: [] |
|
tags: |
|
- mergekit |
|
- merge |
|
|
|
--- |
|
# Nous-Hermes-2-Mixtruct-v0.1-8x7B-DPO-DARE_TIES-exl2-3.5bpw |
|
|
|
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
|
|
|
## Merge Details |
|
|
|
An experimental merge. |
|
|
|
Prompt format: ChatML or Mixtral-8x7B-Instruct-v0.1 |
|
|
|
### 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 ./models/Mixtral-8x7B-v0.1 as a base. |
|
|
|
### Models Merged |
|
|
|
The following models were included in the merge: |
|
* [Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) |
|
* [Nous-Hermes-2-Mixtral-8x7B-DPO](https://huggingface.co/NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO) |
|
|
|
### Configuration |
|
|
|
The following YAML configuration was used to produce this model: |
|
|
|
```yaml |
|
models: |
|
- model: ./models/Mixtral-8x7B-Instruct-v0.1 |
|
parameters: |
|
density: 0.5 |
|
weight: 1.0 |
|
- model: ./models/Nous-Hermes-2-Mixtral-8x7B-DPO |
|
parameters: |
|
density: 0.5 |
|
weight: 0.5 |
|
merge_method: dare_ties |
|
base_model: ./models/Mixtral-8x7B-v0.1 |
|
parameters: |
|
#normalize: false |
|
#int8_mask: true |
|
dtype: bfloat16 |
|
``` |
|
|
