mllm-dev/gpt2_m_experiment_drug_data_dare_linear_test_new_run

tam_test_merge_out_drug_data_dare_linear_test_new_run

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

Merge Details

Merge Method

This model was merged using the linear DARE merge method using mllm-dev/gpt2_f_experiment_0_drug_data_new_run as a base.

Models Merged

The following models were included in the merge:

• mllm-dev/gpt2_f_experiment_2_drug_data_new_run
• mllm-dev/gpt2_f_experiment_4_drug_data_new_run
• mllm-dev/gpt2_f_experiment_3_drug_data_new_run
• mllm-dev/gpt2_f_experiment_1_drug_data_new_run

Configuration

The following YAML configuration was used to produce this model:

base_model: mllm-dev/gpt2_f_experiment_0_drug_data_new_run
dtype: float16
merge_method: dare_linear
parameters:
  normalize: 1.0
slices:
- sources:
  - layer_range: [0, 12]
    model: mllm-dev/gpt2_f_experiment_0_drug_data_new_run
    parameters:
      weight: 0.2
  - layer_range: [0, 12]
    model: mllm-dev/gpt2_f_experiment_1_drug_data_new_run
    parameters:
      weight: 0.2
  - layer_range: [0, 12]
    model: mllm-dev/gpt2_f_experiment_2_drug_data_new_run
    parameters:
      weight: 0.35
  - layer_range: [0, 12]
    model: mllm-dev/gpt2_f_experiment_3_drug_data_new_run
    parameters:
      weight: 0.05
  - layer_range: [0, 12]
    model: mllm-dev/gpt2_f_experiment_4_drug_data_new_run
    parameters:
      weight: 0.2