README.md

---
license: apache-2.0
tags:
- merge
- mergekit
- defog/sqlcoder-7b
- SeaLLMs/SeaLLM-7B-v2
---

# sqlcoderseaLLM-7B-slerp

sqlcoderseaLLM-7B-slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [defog/sqlcoder-7b](https://huggingface.co/defog/sqlcoder-7b)
* [SeaLLMs/SeaLLM-7B-v2](https://huggingface.co/SeaLLMs/SeaLLM-7B-v2)

## Configuration

\```yaml
slices:
  - sources:
      - model: defog/sqlcoder-7b
        layer_range: [0, 32]
      - model: SeaLLMs/SeaLLM-7B-v2
        layer_range: [0, 32]
merge_method: slerp
base_model: SeaLLMs/SeaLLM-7B-v2
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: float16
\```