README.md

metadata

base_model:
  - LeroyDyer/Mixtral_AI_CyberBrain_3_0
  - ezelikman/quietstar-8-ahead
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 SLERP merge method.

Models Merged

The following models were included in the merge:

• LeroyDyer/Mixtral_AI_CyberBrain_3_0
• ezelikman/quietstar-8-ahead

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: LeroyDyer/Mixtral_AI_CyberBrain_3_0
        layer_range: [0, 32]
      - model: ezelikman/quietstar-8-ahead
        layer_range: [0, 32]
# or, the equivalent models: syntax:
# models:
#   - model: mistralai/Mistral-7B-Instruct-v0.2
# LaRGER MODEL MUST BE BASE
#   - model: yanismiraoui/Yarn-Mistral-7b-128k-sharded
merge_method: slerp
base_model: ezelikman/quietstar-8-ahead
parameters:
  t:
    - filter: self_attn
      value: [0.3, 0.6, 0.3786, 0.6, 0.6]
    - filter: mlp
      value: [0.7, 0.4, 0.6, 0.4, 0.7]
    - value: 0.5 # fallback for rest of tensors
dtype: float16