| base_model: | |
| - CultriX/Qwen2.5-14B_Virtuoso-small-v2-LoRA_r128 | |
| - arcee-ai/Virtuoso-Small-v2 | |
| - CultriX/MergeStage2 | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # merge | |
| 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 [CultriX/MergeStage2](https://huggingface.co/CultriX/MergeStage2) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [CultriX/Qwen2.5-14B_Virtuoso-small-v2-LoRA_r128](https://huggingface.co/CultriX/Qwen2.5-14B_Virtuoso-small-v2-LoRA_r128) | |
| * [arcee-ai/Virtuoso-Small-v2](https://huggingface.co/arcee-ai/Virtuoso-Small-v2) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| # Stage 3: Ties Merge (Optional - Targeted Fine-tuning) | |
| name: Qwen2.5-14B-Stage3 | |
| merge_method: ties | |
| base_model: CultriX/MergeStage2 | |
| tokenizer_source: base # Verify and update if needed | |
| dtype: bfloat16 | |
| parameters: | |
| normalize: true | |
| rescale: false | |
| int8_mask: true | |
| density: 0.9 # Adjusted | |
| weight: 1.0 | |
| models: | |
| - model: arcee-ai/Virtuoso-Small-v2 # IFEval focus | |
| parameters: | |
| density: 0.8 # Adjusted | |
| weight: 0.7 # Adjusted | |
| - model: CultriX/Qwen2.5-14B_Virtuoso-small-v2-LoRA_r128 # IFEval LoRA | |
| parameters: | |
| density: 0.7 # Adjusted | |
| weight: 0.5 # Adjusted | |
| ``` | |