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slerp-merge-llama3-8b
melino2000/slerp-merge-llama3-8b
slerp-merge-llama3-8b is a text generation model from melino2000. 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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64
Public
Parameters
8B
16.1 GB on disk
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Repo makeup
Click a slice to open those files.
.safetensors16.1 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Aug 25, 2024
- Updated
- Aug 25, 2024
- SHA
- ed09ba40
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Base models
Model card
From the Hugging Face model README
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: PartAI/Dorna-Llama3-8B-Instruct
layer_range: [0, 32]
- model: vicgalle/Configurable-Hermes-2-Pro-Llama-3-8B
layer_range: [0, 32]
merge_method: slerp
base_model: PartAI/Dorna-Llama3-8B-Instruct
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 # fallback for rest of tensors
dtype: float16
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Aug 25, 2024
- Updated
- Aug 25, 2024