Probably BROKEN, look for v0.2 which should be working!
- Test merge of two extremely large MoE models using SLERP. Don't know if it's working yet, haven't had time or hardware to test.
merge
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the SLERP merge method.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
slices:
- sources:
- model: mistralai/Mixtral-8x22B-Instruct-v0.1
layer_range: [0, 55]
- model: alpindale/WizardLM-2-8x22B
layer_range: [0, 55]
merge_method: slerp
base_model: mistralai/Mixtral-8x22B-Instruct-v0.1
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
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