davzoku/frankencria-llama2-11b-v1.3-m.1

FrankenCRIA v1.3-m.1

What is FrankenCRIA?

This is a frankenmerge of davzoku/cria-llama2-7b-v1.3.

The configuration is the same as Undi95/Mistral-11B-v0.1, mlabonne/FrankenBeagle14-11B and the DUS technique used in upstage/SOLAR-10.7B-v1.0.

Please be aware that this model is highly experimental, and no further training has been conducted following the merge. Therefore, the model performance may not meet expectations, as described in the SOLAR paper

📦 FrankenCRIA Model Release

FrankenCRIA v1.3 comes with several variants.

• davzoku/frankencria-llama2-11b-v1.3-m.1: 11B FrankenMerge inspired by Undi95/Mistral-11B-v0.1
• davzoku/frankencria-llama2-11b-v1.3-m.2: 12.5B interleaving FrankenMerge inspired by vilm/vinallama-12.5b-chat-DUS

🧩 Merge Details

Merge Method

This model was merged using the passthrough merge method.

Models Merged

The following models were included in the merge:

• davzoku/cria-llama2-7b-v1.3

Configuration

The following YAML configuration was used to produce this model.

# https://huggingface.co/Undi95/Mistral-11B-v0.1
slices:
  - sources:
      - model: davzoku/cria-llama2-7b-v1.3
        layer_range: [0, 24]
  - sources:
      - model: davzoku/cria-llama2-7b-v1.3
        layer_range: [8, 32]
merge_method: passthrough
dtype: bfloat16