qwen-2.5-7B-Instruct-Resta-lr5e-5-scale0.5/README.md

base_model, library_name, tags

base_model	library_name	tags
Qwen/Qwen2.5-7B-Instruct wvnvwn/qwen-2.5-7B-Instruct-SSFT-lr5e-5 wvnvwn/qwen-2.5-7B-Instruct-SSFT-gsm8k-lr5e-5	transformers	mergekit merge

instruct_0.5

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

Merge Details

Merge Method

This model was merged using the linear merge method.

Models Merged

The following models were included in the merge:

• Qwen/Qwen2.5-7B-Instruct
• wvnvwn/qwen-2.5-7B-Instruct-SSFT-lr5e-5
• wvnvwn/qwen-2.5-7B-Instruct-SSFT-gsm8k-lr5e-5

Configuration

The following YAML configuration was used to produce this model:

dtype: float16
merge_method: linear
slices:
- sources:
  - layer_range: [0, 28]
    model:
      model:
        path: wvnvwn/qwen-2.5-7B-Instruct-SSFT-gsm8k-lr5e-5
    parameters:
      weight: 1.0
  - layer_range: [0, 28]
    model:
      model:
        path: wvnvwn/qwen-2.5-7B-Instruct-SSFT-lr5e-5
    parameters:
      weight: 0.5
  - layer_range: [0, 28]
    model:
      model:
        path: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: -0.5