transformers safetensors mistral text-generation mergekit merge conversational arxiv:2306.01708 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model: []
tags:
- mergekit
- merge

---
# CetaceousHerald-7B

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

A mix of models with writing styles I liked. Writes pretty well in my opinion, no idea how smart it is. 

Alpaca format works fine. 

(Why Mistral Instruct? Because that's what I had downloaded.)

## Merge Details
### Merge Method

This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using mistralai/Mistral-7B-Instruct-v0.2 as a base.

### Models Merged

The following models were included in the merge:
* teknium/OpenHermes-2.5-Mistral-7B
* Open-Orca/Mistral-7B-OpenOrca
* cognitivecomputations/dolphin-2.6-mistral-7b
* lemonilia/LimaRP-Mistral-7B-v0.1

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: teknium/OpenHermes-2.5-Mistral-7B
    parameters:
      density: 0.5 
      weight: 0.5
  - model: Open-Orca/Mistral-7B-OpenOrca
    parameters:
      density: 0.6
      weight: 1.0 
  - model: cognitivecomputations/dolphin-2.6-mistral-7b
    parameters:
      density: 0.6
      weight: 0.7
  - model: lemonilia/LimaRP-Mistral-7B-v0.1
    parameters:
      density: 0.5
      weight: 0.2
merge_method: ties
base_model: mistralai/Mistral-7B-Instruct-v0.2
parameters:
  normalize: true
  int8_mask: true
dtype: float16

```
