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YuisekinAIEvol-Mistral-7B-ja-sql-v0.1

Text Generation
Transformers
Safetensors
mistral
mergekit
Merge
text-generation-inference
Inference Endpoints
Model card Files Community
YuisekinAIEvol-Mistral-7B-ja-sql-v0.1
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---
base_model: []
library_name: transformers
tags:
- mergekit
- merge

---
# tmp

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 ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042 as a base.

### Models Merged

The following models were included in the merge:
* ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
* ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  int8_mask: 1.0
  normalize: 0.0
slices:
- sources:
  - layer_range: [0, 4]
    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
    parameters:
      weight: 1.4789314607153292
  - layer_range: [0, 4]
    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
    parameters:
      weight: -0.07832427503458578
  - layer_range: [0, 4]
    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
    parameters:
      weight: 0.13007468603078542
- sources:
  - layer_range: [4, 8]
    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
    parameters:
      weight: 0.4483365644314186
  - layer_range: [4, 8]
    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
    parameters:
      weight: 0.16093134122246358
  - layer_range: [4, 8]
    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
    parameters:
      weight: -0.1488430200266594
- sources:
  - layer_range: [8, 12]
    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
    parameters:
      weight: -0.269727274803052
  - layer_range: [8, 12]
    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
    parameters:
      weight: -0.3755435960674383
  - layer_range: [8, 12]
    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
    parameters:
      weight: -0.2516657269635488
- sources:
  - layer_range: [12, 16]
    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
    parameters:
      weight: 1.0256352345282738
  - layer_range: [12, 16]
    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
    parameters:
      weight: 0.09650999485083946
  - layer_range: [12, 16]
    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
    parameters:
      weight: 0.1027707396989868
- sources:
  - layer_range: [16, 20]
    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
    parameters:
      weight: 0.48894736524264926
  - layer_range: [16, 20]
    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
    parameters:
      weight: 0.2781634870717354
  - layer_range: [16, 20]
    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
    parameters:
      weight: 0.36692173901259717
- sources:
  - layer_range: [20, 24]
    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
    parameters:
      weight: -0.8662869061036966
  - layer_range: [20, 24]
    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
    parameters:
      weight: 0.31966012442261516
  - layer_range: [20, 24]
    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
    parameters:
      weight: 0.279482404393017
- sources:
  - layer_range: [24, 28]
    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
    parameters:
      weight: -0.392804806487449
  - layer_range: [24, 28]
    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
    parameters:
      weight: 0.16459417480133676
  - layer_range: [24, 28]
    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
    parameters:
      weight: 0.3896145044637547
- sources:
  - layer_range: [28, 32]
    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
    parameters:
      weight: 1.4221277582195517
  - layer_range: [28, 32]
    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
    parameters:
      weight: 0.8487897976056422
  - layer_range: [28, 32]
    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
    parameters:
      weight: -0.3464180330027282
tokenizer_source: base
```