transformers safetensors mistral text-generation mergekit merge base_model:stabilityai/japanese-stablelm-instruct-gamma-7b base_model:mistralai/Mistral-7B-v0.1 base_model:Intel/neural-chat-7b-v3-3 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model:
- stabilityai/japanese-stablelm-instruct-gamma-7b
- mistralai/Mistral-7B-v0.1
- Intel/neural-chat-7b-v3-3
tags:
- mergekit
- merge

---
# merged-output

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 SLERP merge method.

### Models Merged

The following models were included in the merge:
* [stabilityai/japanese-stablelm-instruct-gamma-7b](https://huggingface.co/stabilityai/japanese-stablelm-instruct-gamma-7b)
* [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1)
* [Intel/neural-chat-7b-v3-3](https://huggingface.co/Intel/neural-chat-7b-v3-3)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

slices:
  - sources:
      - model: stabilityai/japanese-stablelm-instruct-gamma-7b
        layer_range: [0, 32]
      - model: Intel/neural-chat-7b-v3-3
        layer_range: [0, 32]
merge_method: slerp
base_model: mistralai/Mistral-7B-v0.1
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5 # fallback for rest of tensors
dtype: bfloat16

```
