lejelly/ties-qwen2.5-1.5B-instrcut-math-code

ties

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

Merge Details

Merge Method

This model was merged using the TIES merge method using Qwen/Qwen2.5-1.5B as a base.

Models Merged

The following models were included in the merge:

• Qwen/Qwen2.5-1.5B-Instruct
• Qwen/Qwen2.5-Math-1.5B
• Qwen/Qwen2.5-Coder-1.5B

Configuration

The following YAML configuration was used to produce this model:

# Ties
# Each parameter refers to TIES-MERGING Appendix C.4 [https://arxiv.org/abs/2306.01708] 
base_model: Qwen/Qwen2.5-1.5B
models:
  - model: Qwen/Qwen2.5-1.5B-Instruct
    parameters:
      density: 0.2
      weight: 1.0
  - model: Qwen/Qwen2.5-Math-1.5B
    parameters:
      density: 0.2
      weight: 1.0
  - model: Qwen/Qwen2.5-Coder-1.5B
    parameters:
      density: 0.2
      weight: 1.0
merge_method: ties
parameters:
  normalize: false
  lambda: 1.0
dtype: float16
tokenizer:
  source: union