Original model description:

base_model: [] library_name: transformers tags:

mergekit
merge

best_merge

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 /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287 as a base.

Models Merged

The following models were included in the merge:

/root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
/root/evol_merge_storage/input_models/Orca-2-7b_2312263870
/root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867

Configuration

The following YAML configuration was used to produce this model:

base_model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  int8_mask: 1.0
  normalize: 0.0
slices:
- sources:
  - layer_range: [0, 8]
    model: /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
    parameters:
      weight: 0.12964183139810131
  - layer_range: [0, 8]
    model: /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
    parameters:
      weight: 0.6876744008045087
  - layer_range: [0, 8]
    model: /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
    parameters:
      weight: 0.04984086375373306
  - layer_range: [0, 8]
    model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
- sources:
  - layer_range: [8, 16]
    model: /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
    parameters:
      weight: 0.4744102649337617
  - layer_range: [8, 16]
    model: /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
    parameters:
      weight: 0.00040582065232951103
  - layer_range: [8, 16]
    model: /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
    parameters:
      weight: 1.1436607369426315
  - layer_range: [8, 16]
    model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
- sources:
  - layer_range: [16, 24]
    model: /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
    parameters:
      weight: 0.3615157971780197
  - layer_range: [16, 24]
    model: /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
    parameters:
      weight: 0.11547324542144169
  - layer_range: [16, 24]
    model: /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
    parameters:
      weight: 0.773494346001556
  - layer_range: [16, 24]
    model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
- sources:
  - layer_range: [24, 32]
    model: /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
    parameters:
      weight: 0.027506217667945004
  - layer_range: [24, 32]
    model: /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
    parameters:
      weight: 0.4112043376249425
  - layer_range: [24, 32]
    model: /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
    parameters:
      weight: 0.48967743702922145
  - layer_range: [24, 32]
    model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287