transformers safetensors mistral text-generation mergekit merge conversational de arxiv:2311.03099 arxiv:2306.01708 base_model:macadeliccc/WestLake-7B-v2-laser-truthy-dpo base_model:yam-peleg/Experiment26-7B base_model:mistralai/Mistral-7B-Instruct-v0.2 base_model:mayflowergmbh/Wiedervereinigung-7b-dpo license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model:
- macadeliccc/WestLake-7B-v2-laser-truthy-dpo
- yam-peleg/Experiment26-7B
- mistralai/Mistral-7B-Instruct-v0.2
- mayflowergmbh/Wiedervereinigung-7b-dpo
library_name: transformers
tags:
- mergekit
- merge
license: apache-2.0
language:
- de
---
# obazda2

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

# Benchmark
This model has not been dpo-aligned yet.
```json
{
    "first_turn": 6.79375,
    "second_turn": 6.275,
    "categories": {
        "writing": 7.5,
        "roleplay": 7.65,
        "reasoning": 5.45,
        "math": 2.55,
        "coding": 4.8,
        "extraction": 7.2,
        "stem": 8.275,
        "humanities": 8.85
    },
    "average": 6.534375000000001
}
```

## Merge Details
### Merge Method

This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) as a base.

### Models Merged

The following models were included in the merge:
* [macadeliccc/WestLake-7B-v2-laser-truthy-dpo](https://huggingface.co/macadeliccc/WestLake-7B-v2-laser-truthy-dpo)
* [yam-peleg/Experiment26-7B](https://huggingface.co/yam-peleg/Experiment26-7B)
* [mayflowergmbh/Wiedervereinigung-7b-dpo](https://huggingface.co/mayflowergmbh/Wiedervereinigung-7b-dpo)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: mistralai/Mistral-7B-Instruct-v0.2
    # no parameters necessary for base model
  - model: yam-peleg/Experiment26-7B
    parameters:
      density: 0.60
      weight: 0.30
  - model: mayflowergmbh/Wiedervereinigung-7b-dpo
    parameters:
      density: 0.65
      weight: 0.40
  - model: macadeliccc/WestLake-7B-v2-laser-truthy-dpo
    parameters:
      density: 0.6
      weight: 0.3
merge_method: dare_ties
base_model: mistralai/Mistral-7B-Instruct-v0.2
parameters:
  int8_mask: true
tokenizer_source: union

dtype: bfloat16
random_seed: 42

```