---
license: apache-2.0
tags:
- merge
- OpenPipe/mistral-ft-optimized-1218
- mlabonne/NeuralHermes-2.5-Mistral-7B
---

# mistral-7b-merged-slerp

mistral-7b-merged-slerp is a merge of the following models:
* [OpenPipe/mistral-ft-optimized-1218](https://huggingface.co/OpenPipe/mistral-ft-optimized-1218)
* [mlabonne/NeuralHermes-2.5-Mistral-7B](https://huggingface.co/mlabonne/NeuralHermes-2.5-Mistral-7B)

## 🧩 Configuration

```yaml
slices:
  - sources:
      - model: OpenPipe/mistral-ft-optimized-1218
        layer_range: [0, 32]
      - model: mlabonne/NeuralHermes-2.5-Mistral-7B
        layer_range: [0, 32]
merge_method: slerp
base_model: OpenPipe/mistral-ft-optimized-1218
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

```

## Evaluation
https://huggingface.co/datasets/open-llm-leaderboard/details_mychen76__mistral-7b-merged-slerp

Latest Result:
https://huggingface.co/datasets/open-llm-leaderboard/details_mychen76__mistral-7b-merged-slerp/blob/main/results_2024-03-10T11-04-57.263703.json

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```