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README.md
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Quantization made by Richard Erkhov.
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[Github](https://github.com/RichardErkhov)
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[Discord](https://discord.gg/pvy7H8DZMG)
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[Request more models](https://github.com/RichardErkhov/quant_request)
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gemma-merged-one-layer-only - AWQ
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- Model creator: https://huggingface.co/choprahetarth/
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- Original model: https://huggingface.co/choprahetarth/gemma-merged-one-layer-only/
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Original model description:
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---
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base_model:
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- google/gemma-2-2b
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- google/gemma-2-2b-it
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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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# Untitled Model (1)
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [google/gemma-2-2b](https://huggingface.co/google/gemma-2-2b) 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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* [google/gemma-2-2b-it](https://huggingface.co/google/gemma-2-2b-it)
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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: google/gemma-2-2b
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dtype: bfloat16
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merge_method: ties
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parameters:
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int8_mask: 1.0
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normalize: 1.0
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slices:
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- sources:
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- layer_range: [0, 26]
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model: google/gemma-2-2b
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- layer_range: [0, 26]
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model: google/gemma-2-2b-it
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parameters:
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density:
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- filter: self_attn.o_proj.9
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value: 1.0
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- value: 0.001
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weight:
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- value: 1.0
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tokenizer_source: union
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```
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