Patent-Base-Orca-2-7B-Ties/README.md

base_model, library_name, tags

base_model	library_name	tags
NousResearch/Llama-2-7b-hf arcee-ai/Patent-Base-7b microsoft/Orca-2-7b	transformers	mergekit merge

merge

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 NousResearch/Llama-2-7b-hf as a base.

Models Merged

The following models were included in the merge:

• arcee-ai/Patent-Base-7b
• microsoft/Orca-2-7b

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: NousResearch/Llama-2-7b-hf
    #no parameters necessary for base model
  - model: arcee-ai/Patent-Base-7b
    parameters:
      density: 0.5
      weight: 0.5
  - model: microsoft/Orca-2-7b
    parameters:
      density: 0.5
      weight: 0.5

merge_method: ties
base_model: NousResearch/Llama-2-7b-hf
parameters:
  normalize: false
  int8_mask: true
dtype: float16