---
base_model:
- KoboldAI/Mistral-7B-Holodeck-1
- grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B
library_name: transformers
tags:
- mergekit
- merge
license: apache-2.0
pipeline_tag: text-generation
---
# koboldai-holodeck-extended-32k-7B

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

Effective context length has been extended to at least 16k.

## Merge Details
### Merge Method

This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B](https://huggingface.co/grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B) as a base.

### Models Merged

The following models were included in the merge:
* [KoboldAI/Mistral-7B-Holodeck-1](https://huggingface.co/KoboldAI/Mistral-7B-Holodeck-1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B
dtype: bfloat16
merge_method: task_arithmetic
slices:
- sources:
  - layer_range: [0, 32]
    model: grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B
  - layer_range: [0, 32]
    model: KoboldAI/Mistral-7B-Holodeck-1
    parameters:
      weight: 0.4

```