| --- |
| base_model: |
| - Sela223/Repose-Marlin-12B |
| - Sela223/Captain-Foxfire-12B |
| library_name: transformers |
| tags: |
| - mergekit |
| - merge |
|
|
| --- |
| # merged |
|
|
| 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 [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method. |
|
|
| ### Models Merged |
|
|
| The following models were included in the merge: |
| * [Sela223/Repose-Marlin-12B](https://huggingface.co/Sela223/Repose-Marlin-12B) |
| * [Sela223/Captain-Foxfire-12B](https://huggingface.co/Sela223/Captain-Foxfire-12B) |
|
|
| ### Configuration |
|
|
| The following YAML configuration was used to produce this model: |
|
|
| ```yaml |
| base_model: Sela223/Captain-Foxfire-12B |
| dtype: bfloat16 |
| merge_method: slerp |
| tokenizer_source: base |
| |
| slices: |
| - sources: |
| - model: Sela223/Captain-Foxfire-12B |
| layer_range: [0, 40] |
| - model: Sela223/Repose-Marlin-12B |
| layer_range: [0, 40] |
| |
| parameters: |
| rescale: true |
| t: |
| - filter: ".*(q_proj|k_proj|v_proj).*" |
| value: [0.0, 0.1, 0.25, 0.4, 0.5, 0.5, 0.5, 0.5, 0.4, 0.25, 0.1, 0.0] |
| - filter: ".*o_proj.*" |
| value: [0.0, 0.1, 0.2, 0.35, 0.5, 0.5, 0.5, 0.5, 0.35, 0.2, 0.1, 0.0] |
| - filter: self_attn |
| value: [0.0, 0.1, 0.25, 0.4, 0.5, 0.5, 0.5, 0.5, 0.4, 0.25, 0.1, 0.0] |
| |
| - filter: ".*(gate_proj|up_proj|down_proj).*" |
| value: [0.0, 0.15, 0.3, 0.45, 0.5, 0.5, 0.5, 0.5, 0.45, 0.3, 0.15, 0.0] |
| - filter: mlp |
| value: [0.0, 0.15, 0.3, 0.45, 0.5, 0.5, 0.5, 0.5, 0.45, 0.3, 0.15, 0.0] |
| |
| - filter: ".*(input_layernorm|post_attention_layernorm|layernorm).*" |
| value: [0.0, 0.3, 0.5, 0.6, 0.4, 0.0, 0.0, 0.4, 0.6, 0.5, 0.3, 0.0] |
| |
| - filter: "^(embed_tokens|lm_head)$" |
| value: 0.5 |
| |
| - value: [0.0, 0.3, 0.5, 0.6, 0.4, 0.0, 0.0, 0.4, 0.6, 0.5, 0.3, 0.0] |
| ``` |
|
|
