56 lines
1.4 KiB
Markdown
56 lines
1.4 KiB
Markdown
---
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base_model:
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- meta-llama/Llama-3.2-3B
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- Alelcv27/Llama3.2-3B-Base-Math
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- Alelcv27/Llama3.2-3B-Base-Code
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library_name: transformers
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tags:
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- mergekit
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- merge
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---
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# Llama3.2-3B-DELLA-Math-Code
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the [DELLA](https://arxiv.org/abs/2406.11617) merge method using [meta-llama/Llama-3.2-3B](https://huggingface.co/meta-llama/Llama-3.2-3B) as a base.
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### Models Merged
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The following models were included in the merge:
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* [Alelcv27/Llama3.2-3B-Base-Math](https://huggingface.co/Alelcv27/Llama3.2-3B-Base-Math)
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* [Alelcv27/Llama3.2-3B-Base-Code](https://huggingface.co/Alelcv27/Llama3.2-3B-Base-Code)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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base_model: meta-llama/Llama-3.2-3B
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dtype: float16
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merge_method: della
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modules:
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default:
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slices:
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- sources:
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- layer_range: [0, 28]
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model: Alelcv27/Llama3.2-3B-Base-Code
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parameters:
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density: 0.8
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weight: 0.7
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- layer_range: [0, 28]
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model: Alelcv27/Llama3.2-3B-Base-Math
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parameters:
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density: 0.7
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weight: 0.5
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- layer_range: [0, 28]
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model: meta-llama/Llama-3.2-3B
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parameters:
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epsilon: 0.1
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lambda: 0.9
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normalize: 1.0
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```
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