| Quantization made by Richard Erkhov. | |
| [Github](https://github.com/RichardErkhov) | |
| [Discord](https://discord.gg/pvy7H8DZMG) | |
| [Request more models](https://github.com/RichardErkhov/quant_request) | |
| gemma-merged-one-layer-only - AWQ | |
| - Model creator: https://huggingface.co/choprahetarth/ | |
| - Original model: https://huggingface.co/choprahetarth/gemma-merged-one-layer-only/ | |
| Original model description: | |
| --- | |
| base_model: | |
| - google/gemma-2-2b | |
| - google/gemma-2-2b-it | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| --- | |
| # Untitled Model (1) | |
| This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). | |
| ## Merge Details | |
| ### Merge Method | |
| 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. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [google/gemma-2-2b-it](https://huggingface.co/google/gemma-2-2b-it) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: google/gemma-2-2b | |
| dtype: bfloat16 | |
| merge_method: ties | |
| parameters: | |
| int8_mask: 1.0 | |
| normalize: 1.0 | |
| slices: | |
| - sources: | |
| - layer_range: [0, 26] | |
| model: google/gemma-2-2b | |
| - layer_range: [0, 26] | |
| model: google/gemma-2-2b-it | |
| parameters: | |
| density: | |
| - filter: self_attn.o_proj.9 | |
| value: 1.0 | |
| - value: 0.001 | |
| weight: | |
| - value: 1.0 | |
| tokenizer_source: union | |
| ``` | |