
# StarMix-7B-slerp

StarMix-7B-slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [berkeley-nest/Starling-LM-7B-alpha](https://huggingface.co/berkeley-nest/Starling-LM-7B-alpha)
* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)

## 🧩 Configuration

```yaml
slices:
  - sources:
      - model: berkeley-nest/Starling-LM-7B-alpha
        layer_range: [0, 32]
      - model: mistralai/Mistral-7B-Instruct-v0.2
        layer_range: [0, 32]
merge_method: slerp
base_model: mistralai/Mistral-7B-Instruct-v0.2
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
dtype: bfloat16

```
{"license": "apache-2.0", "tags": ["merge", "mergekit", "lazymergekit", "berkeley-nest/Starling-LM-7B-alpha", "mistralai/Mistral-7B-Instruct-v0.2"], "base_model": ["berkeley-nest/Starling-LM-7B-alpha", "mistralai/Mistral-7B-Instruct-v0.2"]}
transformers safetensors mistral text-generation merge mergekit lazymergekit berkeley-nest/Starling-LM-7B-alpha mistralai/Mistral-7B-Instruct-v0.2 conversational base_model:berkeley-nest/Starling-LM-7B-alpha base_model:mistralai/Mistral-7B-Instruct-v0.2 license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us