| | ---
|
| | base_model:
|
| | - jinaai/ReaderLM-v2
|
| | - Qwen/Qwen2.5-1.5B-Instruct
|
| | library_name: transformers
|
| | tags:
|
| | - mergekit
|
| | - merge
|
| | language:
|
| | - zho
|
| | - eng
|
| | - fra
|
| | - spa
|
| | - por
|
| | - deu
|
| | - ita
|
| | - rus
|
| | - jpn
|
| | - kor
|
| | - vie
|
| | - tha
|
| | - ara
|
| | ---
|
| | # merged3
|
| |
|
| | 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:
|
| | * [jinaai/ReaderLM-v2](https://huggingface.co/jinaai/ReaderLM-v2)
|
| | * [Qwen/Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct)
|
| |
|
| | ### Configuration
|
| |
|
| | The following YAML configuration was used to produce this model:
|
| |
|
| | ```yaml
|
| | slices:
|
| | - sources:
|
| | - model: Qwen/Qwen2.5-1.5B-Instruct
|
| | layer_range: [0, 3] # Covering all 28 layers (0 to 27)
|
| | - model: jinaai/ReaderLM-v2
|
| | layer_range: [0, 3] # Ensure this model has a similar layer structure
|
| | merge_method: slerp
|
| | base_model: jinaai/ReaderLM-v2
|
| | parameters:
|
| | t:
|
| | - filter: self_attn
|
| | value: [0, 0.5, 0.3, 0.7, 1]
|
| | - filter: mlp
|
| | value: [1, 0.5, 0.7, 0.3, 0]
|
| | - value: 0.5 # Fallback for any tensors not covered by the filters
|
| | dtype: bfloat16 # Or float16, depending on your preference and model dtype
|
| |
|
| |
|
| |
|
| | ```
|
| |
|
