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LaMa-Merged-slerp
SamaOkasha/LaMa-Merged-slerp
LaMa-Merged-slerp is a machine learning model from SamaOkasha. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
LaMa-Merged-slerp is a merge of the following models using mergekit: allenai/led-base-16384 allenai/led-base-16384
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- led
- Access
- Public
- Created
- Mar 19, 2024
- Updated
- Mar 19, 2024
- SHA
- c8811f48
Model card
From the Hugging Face model README
LaMa-Merged-slerp
LaMa-Merged-slerp is a merge of the following models using mergekit:
🧩 Configuration
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
- Library
- transformers
- Type
- led
- License
- apache-2.0
- Created
- Mar 19, 2024
- Updated
- Mar 19, 2024