---
base_model:
- andreidima/Llama-2-7b-Romanian
- Rishabh02/Llama-2-7b-hindi_fine_fine
- BanglaLLM/bangla-llama-7b-instruct-v0.1
- FlagAlpha/Llama2-Chinese-7b-Chat
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 [FlagAlpha/Llama2-Chinese-7b-Chat](https://huggingface.co/FlagAlpha/Llama2-Chinese-7b-Chat) as a base.

### Models Merged

The following models were included in the merge:
* [andreidima/Llama-2-7b-Romanian](https://huggingface.co/andreidima/Llama-2-7b-Romanian)
* [Rishabh02/Llama-2-7b-hindi_fine_fine](https://huggingface.co/Rishabh02/Llama-2-7b-hindi_fine_fine)
* [BanglaLLM/bangla-llama-7b-instruct-v0.1](https://huggingface.co/BanglaLLM/bangla-llama-7b-instruct-v0.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: "FlagAlpha/Llama2-Chinese-7b-Chat"
    parameters:
      density: 0.2
      weight: 0.2
  - model: "BanglaLLM/bangla-llama-7b-instruct-v0.1"
    parameters:
      density: 0.2
      weight: 0.2
  - model: "andreidima/Llama-2-7b-Romanian"
    parameters:
      density: 0.2
      weight: 0.2
  - model: "Rishabh02/Llama-2-7b-hindi_fine_fine"
    parameters:
      density: 0.4
      weight: 0.4

merge_method: "ties"
base_model: "FlagAlpha/Llama2-Chinese-7b-Chat"
parameters:
  normalize: false
  int8_mask: true
dtype: float16

```