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Meta-Llama-3-7B-28Layers
aloobun/Meta-Llama-3-7B-28Layers
Meta-Llama-3-7B-28Layers is a text generation model from aloobun. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.
Meta's Llama 3 8B pruned to 7B parameters(w/ 28 layers). Layers to prune selected using PruneMe repo on Github.
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Parameters
7.2B
14.3 GB on disk
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Repo makeup
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.safetensors14.3 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama3
- Model type
- llama
- Access
- Public
- Created
- May 10, 2024
- Updated
- May 10, 2024
- SHA
- 9822e6b8
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Base models
Model card
From the Hugging Face model README
Meta's Llama 3 8B pruned to 7B parameters(w/ 28 layers). Layers to prune selected using PruneMe repo on Github.
-
layers_to_skip = 4
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Layer 23 to 27 has the minimum average distance of 0.18376044921875
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To Do : Post pruning training.
model
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the passthrough 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: meta-llama/Meta-Llama-3-8B
layer_range: [0, 23]
- sources:
- model: meta-llama/Meta-Llama-3-8B
layer_range: [27,32]
merge_method: passthrough
dtype: bfloat16
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama3
- Languages
- en
- Created
- May 10, 2024
- Updated
- May 10, 2024