---
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- allenai/led-base-16384
- allenai/led-base-16384
---

# LaMa-Merged-slerp

LaMa-Merged-slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [allenai/led-base-16384](https://huggingface.co/allenai/led-base-16384)
* [allenai/led-base-16384](https://huggingface.co/allenai/led-base-16384)

## 🧩 Configuration

```yaml
slices:
  - sources:
      - model: allenai/led-base-16384
        layer_range: [0, 12]  # Taking the initial layers from LED Base model
      - model: allenai/led-base-16384
        layer_range: [12, 24]  # Taking the later layers from LED Base model
merge_method: slerp
base_model: allenai/led-base-16384  # Using LED Base model as the base model
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]  # Interpolation values for self-attention layers
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]  # Interpolation values for MLP layers
    - value: 0.5  # Default interpolation value
dtype: bfloat16
```