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Buttocks-7B-v2.0

Text Generation
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mistral
mergekit
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Buttocks-7B-v2.0
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---
base_model: []
library_name: transformers
tags:
- mergekit
- merge

---
# toppy_old_remake

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the [Task Arithmetic](https://arxiv.org/abs/2212.04089) merge method using /workspace/toppy/mistralai_Mistral-7B-v0.1 as a base.

### Models Merged

The following models were included in the merge:
* /workspace/toppy/stepB1
* /workspace/toppy/stepC1
* /workspace/toppy/stepA1

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: /workspace/toppy/mistralai_Mistral-7B-v0.1
dtype: bfloat16
merge_method: task_arithmetic
modules:
  default:
    slices:
    - sources:
      - layer_range: [0, 8]
        model: /workspace/toppy/stepC1
        parameters:
          weight: -0.08064321988635652
      - layer_range: [0, 8]
        model: /workspace/toppy/stepB1
        parameters:
          weight: 0.47180144787421097
      - layer_range: [0, 8]
        model: /workspace/toppy/stepA1
        parameters:
          weight: 0.49216900949431464
      - layer_range: [0, 8]
        model: /workspace/toppy/mistralai_Mistral-7B-v0.1
    - sources:
      - layer_range: [8, 16]
        model: /workspace/toppy/stepC1
        parameters:
          weight: 0.4262113662158592
      - layer_range: [8, 16]
        model: /workspace/toppy/stepB1
        parameters:
          weight: 0.25821032498583896
      - layer_range: [8, 16]
        model: /workspace/toppy/stepA1
        parameters:
          weight: 1.1337184135136393
      - layer_range: [8, 16]
        model: /workspace/toppy/mistralai_Mistral-7B-v0.1
    - sources:
      - layer_range: [16, 24]
        model: /workspace/toppy/stepC1
        parameters:
          weight: 0.08816883209543347
      - layer_range: [16, 24]
        model: /workspace/toppy/stepB1
        parameters:
          weight: -0.04615180476355138
      - layer_range: [16, 24]
        model: /workspace/toppy/stepA1
        parameters:
          weight: 0.6614915110635577
      - layer_range: [16, 24]
        model: /workspace/toppy/mistralai_Mistral-7B-v0.1
    - sources:
      - layer_range: [24, 32]
        model: /workspace/toppy/stepC1
        parameters:
          weight: 0.2995904282557765
      - layer_range: [24, 32]
        model: /workspace/toppy/stepB1
        parameters:
          weight: 0.48755088752753767
      - layer_range: [24, 32]
        model: /workspace/toppy/stepA1
        parameters:
          weight: 0.48445653643927594
      - layer_range: [24, 32]
        model: /workspace/toppy/mistralai_Mistral-7B-v0.1
parameters:
  int8_mask: 1.0
  normalize: 0.0
tokenizer_source: /workspace/toppy/stepC1
```