metadata

base_model:
  - sreeramajay/TinyLlama-1.1B-orca-v1.0
  - Josephgflowers/TinyLlama-3T-Cinder-v1.3
  - vihangd/DopeyTinyLlama-1.1B-v1
  - l3utterfly/tinyllama-1.1b-layla-v4
  - TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T
  - appvoid/palmer-003
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:

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T
    #no parameters necessary for base model
  - model: vihangd/DopeyTinyLlama-1.1B-v1
    parameters:
      density: 0.90
      weight: 0.40
  - model: l3utterfly/tinyllama-1.1b-layla-v4
    parameters:
      density: 0.90
      weight: 0.50
  - model: Josephgflowers/TinyLlama-3T-Cinder-v1.3
    parameters:
      density: 0.20
      weight: 0.40
  - model: sreeramajay/TinyLlama-1.1B-orca-v1.0
    parameters:
      density: 0.30
      weight: 0.25
  - model: appvoid/palmer-003
    parameters:
      density: 0.95
      weight: 0.50

merge_method: ties
base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T
parameters:
  normalize: true
  int8_mask: true
dtype: float16