metadata

base_model:
  - appvoid/palmer-003
  - l3utterfly/tinyllama-1.1b-layla-v4
  - TinyLlama/TinyLlama-1.1B-Chat-v1.0
  - TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
  - sreeramajay/TinyLlama-1.1B-orca-v1.0
  - ShieldX/manovyadh-1.1B-v1-chat
  - AIGym/TinyLlama-1.1B-2.5T-chat-and-function-calling
  - vihangd/DopeyTinyLlama-1.1B-v1
  - raidhon/coven_tiny_1.1b_32k_orpo_alpha
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 task arithmetic merge method using TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T 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: vihangd/DopeyTinyLlama-1.1B-v1
    parameters:
      density: 0.20
      weight: 0.30
  - model: raidhon/coven_tiny_1.1b_32k_orpo_alpha
    parameters:
      density: 0.45
      weight: 0.26
  - model: l3utterfly/tinyllama-1.1b-layla-v4
    parameters:
      density: 0.25
      weight: 0.125
  - model: ShieldX/manovyadh-1.1B-v1-chat
    parameters:
      density: 0.18
      weight: 0.125
  - model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
    parameters:
      density: 0.25
      weight: 0.25
  - model: sreeramajay/TinyLlama-1.1B-orca-v1.0
    parameters:
      density: 0.15
      weight: 0.37
  - model: AIGym/TinyLlama-1.1B-2.5T-chat-and-function-calling
    parameters:
      density: 0.25
      weight: 0.26
  - model: appvoid/palmer-003
    parameters:
      density: 0.75
      weight: 0.50

merge_method: task_arithmetic
base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
parameters:
  normalize: true
  int8_mask: true
dtype: float16