README.md

metadata

base_model:
  - 152334H/miqu-1-70b-sf
  - grimulkan/aurelian-v0.5-70b-rope8-32K-fp16
library_name: transformers
tags:
  - mergekit
  - merge

miqurelian-120b

This is a 120b merge created by interleaving layers of miqu-1-70b-sf with Aurelian, a creative writing model, using mergekit. It performs approximtely SOTA for long-context creative writing tasks that require strong semantic coherence.

Model Details

• Max Context: 32768 tokens
• Layers: 140

Prompt template

<s>[INST] {prompt} [/INST]

Merge Method

This model was merged using the linear merge method.

Models Merged

The following models were included in the merge:

• 152334H/miqu-1-70b-sf
• grimulkan/aurelian-v0.5-70b-rope8-32K-fp16

Configuration

The following YAML configuration was used to produce this model:

mergekit_config.yml

merge_method: linear
parameters:
  weight: 1.0
slices:
  - sources:
      - model: 152334H/miqu-1-70b-sf
        layer_range: [0, 1]
      - model: grimulkan/aurelian-v0.5-70b-rope8-32K-fp16
        layer_range: [0, 1]
        parameters:
          weight: 0
  - sources:
      - model: 152334H/miqu-1-70b-sf
        layer_range: [1, 20]
  - sources:
      - model: grimulkan/aurelian-v0.5-70b-rope8-32K-fp16
        layer_range: [10, 30]
  - sources:
      - model: 152334H/miqu-1-70b-sf
        layer_range: [20, 40]
  - sources:
      - model: grimulkan/aurelian-v0.5-70b-rope8-32K-fp16
        layer_range: [30, 50]
  - sources:
      - model: 152334H/miqu-1-70b-sf
        layer_range: [40, 60]
  - sources:
      - model: grimulkan/aurelian-v0.5-70b-rope8-32K-fp16
        layer_range: [50, 70]
  - sources:
      - model: 152334H/miqu-1-70b-sf
        layer_range: [60, 79]
  - sources:
      - model: 152334H/miqu-1-70b-sf
        layer_range: [79, 80]
      - model: grimulkan/aurelian-v0.5-70b-rope8-32K-fp16
        layer_range: [79, 80]
        parameters:
          weight: 0
dtype: float16
tokenizer_source: model:152334H/miqu-1-70b-sf