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Yosegi-2

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metadata
base_model:
  - mistralai/Mistral-7B-v0.3
  - meta-math/MetaMath-Mistral-7B
  - uukuguy/speechless-zephyr-code-functionary-7b
library_name: transformers
tags:
  - mergekit
  - merge

Yosegi-2

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 ./Yosegi-0601 as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

base_model: ./Yosegi-0601
dtype: bfloat16
merge_method: ties
parameters:
  int8_mask: 1.0
  normalize: 0.0
slices:
- sources:
  - layer_range: [0, 2]
    model: mistralai/Mistral-7B-v0.3
    parameters:
      density:
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        value: 1.0
      - filter: mlp
        value: 0.9895701336232673
      - value: 1.0
      weight:
      - filter: self_attn
        value: 0.5057237984975562
      - filter: mlp
        value: 0.36247235528151495
      - value: 0.0076810835717692014
  - layer_range: [0, 2]
    model: meta-math/MetaMath-Mistral-7B
    parameters:
      density:
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        value: 1.0
      - filter: mlp
        value: 1.0
      - value: 0.8239779346577963
      weight:
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        value: 0.27499287617186813
      - filter: mlp
        value: 0.10579959634086915
      - value: 0.14502290477239704
  - layer_range: [0, 2]
    model: uukuguy/speechless-zephyr-code-functionary-7b
    parameters:
      density:
      - filter: self_attn
        value: 1.0
      - filter: mlp
        value: 0.9654867628269999
      - value: 0.9584724004158125
      weight:
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        value: 0.059719404899177556
      - filter: mlp
        value: 0.1299695859327612
      - value: 0.18821871354400985
  - layer_range: [0, 2]
    model: ./Ninja-v1-RP-expressive-v2-LoRA
    parameters:
      density:
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        value: 0.9322987005873715
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        value: 0.8119693860979944
      - value: 0.7800996941956229
      weight:
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        value: 0.14989333734000856
      - filter: mlp
        value: 0.20525182711733667
      - value: 0.0743540962371737
  - layer_range: [0, 2]
    model: ./Yosegi-0601
- sources:
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    model: mistralai/Mistral-7B-v0.3
    parameters:
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      - value: 1.0
      weight:
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      - filter: mlp
        value: 0.11537153133586801
      - value: 0.11236945502439658
  - layer_range: [2, 4]
    model: meta-math/MetaMath-Mistral-7B
    parameters:
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      weight:
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      - value: 0.029882383396623725
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    model: uukuguy/speechless-zephyr-code-functionary-7b
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    model: ./Ninja-v1-RP-expressive-v2-LoRA
    parameters:
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    model: ./Yosegi-0601
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    model: mistralai/Mistral-7B-v0.3
    parameters:
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    model: uukuguy/speechless-zephyr-code-functionary-7b
    parameters:
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    model: ./Ninja-v1-RP-expressive-v2-LoRA
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    model: ./Yosegi-0601
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    model: mistralai/Mistral-7B-v0.3
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    model: uukuguy/speechless-zephyr-code-functionary-7b
    parameters:
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      weight:
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      - value: 0.33138948726149514
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    model: ./Ninja-v1-RP-expressive-v2-LoRA
    parameters:
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      weight:
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    model: ./Yosegi-0601
- sources:
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    model: mistralai/Mistral-7B-v0.3
    parameters:
      density:
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        value: 1.0
      - filter: mlp
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      - value: 1.0
      weight:
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      - value: 0.35014489493395495
  - layer_range: [8, 10]
    model: meta-math/MetaMath-Mistral-7B
    parameters:
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      weight:
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      - value: 0.4735322427351712
  - layer_range: [8, 10]
    model: uukuguy/speechless-zephyr-code-functionary-7b
    parameters:
      density:
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    model: ./Ninja-v1-RP-expressive-v2-LoRA
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    model: ./Yosegi-0601
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  - layer_range: [10, 12]
    model: meta-math/MetaMath-Mistral-7B
    parameters:
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    model: uukuguy/speechless-zephyr-code-functionary-7b
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    model: ./Ninja-v1-RP-expressive-v2-LoRA
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    model: ./Yosegi-0601
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    model: mistralai/Mistral-7B-v0.3
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    model: uukuguy/speechless-zephyr-code-functionary-7b
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