| 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 | |
| ``` |