transformers safetensors mistral text-generation merge mergekit lazymergekit liminerity/ultra0 conversational license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- liminerity/ultra0
- liminerity/ultra0
---

# ultra0-half-the-layers

ultra0-half-the-layers is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [liminerity/ultra0](https://huggingface.co/liminerity/ultra0)
* [liminerity/ultra0](https://huggingface.co/liminerity/ultra0)

## 🧩 Configuration

```yaml
slices:
  - sources:
      - model: liminerity/ultra0
        layer_range: [0, 12]
      - model: liminerity/ultra0
        layer_range: [0, 12]
merge_method: slerp
base_model: liminerity/ultra0
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

```