README.md

metadata

base_model:
  - meta-llama/Meta-Llama-3-8B-Instruct
library_name: transformers
tags:
  - mergekit
  - merge

Llama-3-6B-Instruct-pruned

Experimental Using PruneMe to find minimal average distance. Thank you for awesome toolkit @arcee-ai !

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

Merge Details

Merge Method

This model was merged using the passthrough merge method.

Models Merged

The following models were included in the merge:

• meta-llama/Meta-Llama-3-8B-Instruct

Configuration

The following YAML configuration was used to produce this model:

dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 21]
    model:
      model:
        path: meta-llama/Meta-Llama-3-8B-Instruct
- sources:
  - layer_range: [29, 32]
    model:
      model:
        path: meta-llama/Meta-Llama-3-8B-Instruct