lejelly/taskarithmetic-deepseek-7B-math-code

taskarithmetic

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

Merge Details

Merge Method

This model was merged using the Task Arithmetic merge method using deepseek-ai/deepseek-coder-7b-base-v1.5 as a base.

Models Merged

The following models were included in the merge:

• deepseek-ai/deepseek-math-7b-instruct
• deepseek-ai/deepseek-coder-7b-instruct-v1.5

Configuration

The following YAML configuration was used to produce this model:

# Task Arithmetic
# Each lambda is 0.3, refer to AdaMerging Fig.1 [https://arxiv.org/abs/2310.02575] 
base_model: deepseek-ai/deepseek-coder-7b-base-v1.5
models:
  - model: deepseek-ai/deepseek-math-7b-instruct
    parameters:
      weight: 1.0
  - model: deepseek-ai/deepseek-coder-7b-instruct-v1.5
    parameters:
      weight: 1.0
merge_method: task_arithmetic
parameters:
  normalize: false
  lambda: 0.3
dtype: float16
tokenizer:
  source: union

#MODEL_NAME=deepseek-ai/deepseek-math-7b-instruct
#MODEL_NAME=deepseek-ai/deepseek-coder-7b-instruct-v1.5