README.md

metadata

base_model:
  - appvoid/palmer-003
  - vihangd/DopeyTinyLlama-1.1B-v1
  - l3utterfly/tinyllama-1.1b-layla-v4
  - TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T
library_name: transformers
tags:
  - 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 TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T as a base.

Models Merged

The following models were included in the merge:

• appvoid/palmer-003
• vihangd/DopeyTinyLlama-1.1B-v1
• l3utterfly/tinyllama-1.1b-layla-v4

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: appvoid/palmer-003
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: l3utterfly/tinyllama-1.1b-layla-v4
    parameters:
      density: 0.5
      weight: [0, 0.3, 0.7, 1] # weight gradient
  - model: vihangd/DopeyTinyLlama-1.1B-v1
    parameters:
      density: 0.33
      weight:
        - filter: mlp
          value: 0.5
        - value: 0
merge_method: ties
base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T
parameters:
  normalize: true
  int8_mask: true
dtype: float16