QwenReader

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• Qwen/Qwen2-1.5B
• jinaai/ReaderLM-v2

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: Qwen/Qwen2-1.5B
        layer_range: [0, 28]  # Covering all 28 layers (0 to 27)
      - model: jinaai/ReaderLM-v2
        layer_range: [0, 28]  # Ensure this model has a similar layer structure
merge_method: slerp
base_model: Qwen/Qwen2-1.5B
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