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spearmint-slerp
yamathcy/spearmint-slerp
spearmint-slerp is a feature extraction model from yamathcy. Use it when you need embeddings to search or compare text. It is set up for transformers.
This is a merge of pre-trained language models created using mergekit.
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342 MB on disk
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Repo makeup
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.safetensors342 MB · 100%
At a glance
- Task
- Feature Extraction
- Library
- transformers
- Model type
- hubert
- Access
- Public
- Created
- May 2, 2024
- Updated
- May 2, 2024
- SHA
- 0ca977dc
Base models
Model card
From the Hugging Face model README
merged_model
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: facebook/hubert-base-ls960
layer_range: [0, 12]
- model: m-a-p/MERT-v0-public
layer_range: [0, 12]
trast_remote_code: true
merge_method: slerp
base_model:
model: facebook/hubert-base-ls960
override_architecture: HubertModel
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
- Task
- Feature Extraction
- Library
- transformers
- Type
- hubert
- Created
- May 2, 2024
- Updated
- May 2, 2024