merged_financial_instruct

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 unsloth/Meta-Llama-3.1-8B as a base.

Models Merged

The following models were included in the merge:

• unsloth/Meta-Llama-3.1-8B-Instruct
• unsloth/Meta-Llama-3.1-8B + KayaTechAI/llama-3.1-8b-financial-expert-pre-trained

Configuration

The following YAML configuration was used to produce this model:

merge_method: task_arithmetic
base_model: unsloth/Meta-Llama-3.1-8B
rat_chet: false
dtype: bfloat16

models:
  # 1. Base model combined with your financial CPT adapter
  - model: unsloth/Meta-Llama-3.1-8B+KayaTechAI/llama-3.1-8b-financial-expert-pre-trained
    parameters:
      weight: 1.0

  # 2. Reinject the isolated Instruction alignment delta
  - model: unsloth/Meta-Llama-3.1-8B-Instruct
    parameters:
      weight: 0.35 # Standard weight to restore instruction-following without wiping domain facts

tokenizer_source: unsloth/Meta-Llama-3.1-8B-Instruct