transformers safetensors mistral text-generation mergekit merge conversational arxiv:2311.03099 arxiv:2306.01708 base_model:Intel/neural-chat-7b-v3-3-Slerp base_model:mistralai/Mistral-7B-Instruct-v0.2 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model:
- Intel/neural-chat-7b-v3-3-Slerp
- mistralai/Mistral-7B-Instruct-v0.2
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) as a base.

### Models Merged

The following models were included in the merge:
* [Intel/neural-chat-7b-v3-3-Slerp](https://huggingface.co/Intel/neural-chat-7b-v3-3-Slerp)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: mistralai/Mistral-7B-Instruct-v0.2
    # No parameters necessary for base model
  - model: Intel/neural-chat-7b-v3-3-Slerp
    parameters:
      density: 0.5
      weight: 0.4
merge_method: dare_ties
base_model: mistralai/Mistral-7B-Instruct-v0.2
parameters:
  int8_mask: true
dtype: bfloat16


```
