transformers safetensors phi text-generation mergekit merge custom_code arxiv:2306.01708 base_model:microsoft/phi-2 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model:
- microsoft/phi-2
library_name: transformers
tags:
- mergekit
- merge

---
# 10_merged_model

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 [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) as a base.

### Models Merged

The following models were included in the merge:
* /home/ubuntu/llm_mill/output/07_merged_phi-2_openschnabeltier_de
* /home/ubuntu/llm_mill/output/09_merged_phi-2_wiki_qa_de
* /home/ubuntu/llm_mill/output/01_merged_phi-2_alpaca-gpt4_de
* /home/ubuntu/llm_mill/output/06_merged_phi-2_oasst_de
* /home/ubuntu/llm_mill/output/05_merged_phi-2_evol-instruct_de
* /home/ubuntu/llm_mill/output/03_merged_phi-2_dolly-15k_de
* /home/ubuntu/llm_mill/output/08_merged_phi-2_ultrachat_chat_de
* /home/ubuntu/llm_mill/output/02_merged_phi-2_booksum_de
* /home/ubuntu/llm_mill/output/00_merged_phi-2_airoboros-3.0_de
* /home/ubuntu/llm_mill/output/04_merged_phi-2_dolphin_de

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: microsoft/phi-2
  - model: /home/ubuntu/llm_mill/output/00_merged_phi-2_airoboros-3.0_de
    parameters:
      density: 0.5
      weight: 0.5
  - model: /home/ubuntu/llm_mill/output/01_merged_phi-2_alpaca-gpt4_de
    parameters:
      density: 0.5
      weight: 0.5
  - model: /home/ubuntu/llm_mill/output/02_merged_phi-2_booksum_de
    parameters:
      density: 0.5
      weight: 0.5
  - model: /home/ubuntu/llm_mill/output/03_merged_phi-2_dolly-15k_de
    parameters:
      density: 0.5
      weight: 0.5
  - model: /home/ubuntu/llm_mill/output/04_merged_phi-2_dolphin_de
    parameters:
      density: 0.5
      weight: 0.5
  - model: /home/ubuntu/llm_mill/output/05_merged_phi-2_evol-instruct_de
    parameters:
      density: 0.5
      weight: 0.5
  - model: /home/ubuntu/llm_mill/output/06_merged_phi-2_oasst_de
    parameters:
      density: 0.5
      weight: 0.5
  - model: /home/ubuntu/llm_mill/output/07_merged_phi-2_openschnabeltier_de
    parameters:
      density: 0.5
      weight: 0.5
  - model: /home/ubuntu/llm_mill/output/08_merged_phi-2_ultrachat_chat_de
    parameters:
      density: 0.5
      weight: 0.5
  - model: /home/ubuntu/llm_mill/output/09_merged_phi-2_wiki_qa_de
    parameters:
      density: 0.5
      weight: 0.5
merge_method: ties
base_model: microsoft/phi-2
parameters:
  normalize: true
dtype: float16
```
