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merged-all-slerp-model
daiandy/merged-all-slerp-model
merged-all-slerp-model is a text generation model from daiandy. Use it when you need the model to write or continue text. It is set up for transformers.
This is a merge of pre-trained language models created using mergekit.
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7.8B
15.6 GB on disk
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Repo makeup
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.safetensors15.6 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Jun 3, 2024
- Updated
- Jun 8, 2024
- SHA
- 1a3e8e49
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Base models
Model card
From the Hugging Face model README
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: daiandy/merged-math-doctor-model
layer_range: [0, 31]
- model: daiandy/humanities-model
layer_range: [0, 31]
# or, the equivalent models: syntax:
# models:
# - model: psmathur/orca_mini_v3_13b
# - model: garage-bAInd/Platypus2-13B
merge_method: slerp
base_model: daiandy/merged-math-doctor-model
parameters:
t:
- filter: self_attn
value: [0.67, 0.67, 0.67, 0.67, 0.67]
- filter: mlp
value: [0.67, 0.67, 0.67, 0.67, 0.67]
- value: 0.67 # fallback for rest of tensors
dtype: float16
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Jun 3, 2024
- Updated
- Jun 8, 2024