
# DistilabelCerberus-7B-slerp

DistilabelCerberus-7B-slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [dvilasuero/DistilabelBeagle14-7B](https://huggingface.co/dvilasuero/DistilabelBeagle14-7B)
* [teknium/OpenHermes-2.5-Mistral-7B](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B)

## 🧩 Configuration

```yaml
slices:
  - sources:
      - model: dvilasuero/DistilabelBeagle14-7B
        layer_range: [0, 32]
      - model: teknium/OpenHermes-2.5-Mistral-7B
        layer_range: [0, 32]
merge_method: slerp
base_model: teknium/OpenHermes-2.5-Mistral-7B
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
```

## Results

|                             | ARC-C | Hellaswag | ThruthfulQA | Winogrande | GSM8K |   |   |
|-----------------------------|-------|-----------|-------------|------------|-------|---|---|
| OpenHermes-2.5-Mistral-7B   | 61.26 | 65.22     | 52.24       | 78.06      | 26.08 |   |   |
| DistilabelBeagle14-7B       | ?     | ?         | 71.66       | ?          | ?     |   |   |
| DistilabelCerberus-7B-slerp | 65.44 | 69.29     | 60.93       | 79.48      | 69.82 |   |   |
{"license": "apache-2.0", "tags": ["merge", "mergekit", "lazymergekit", "dvilasuero/DistilabelBeagle14-7B", "teknium/OpenHermes-2.5-Mistral-7B"]}
transformers safetensors mistral text-generation merge mergekit lazymergekit dvilasuero/DistilabelBeagle14-7B teknium/OpenHermes-2.5-Mistral-7B conversational license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us