Just an experiment to try and extend the context of SUS, a 4K Yi model, and DPO Bagel, which breaks down after 4K context. Yi 4K was used as a base (even for bagel which is technically a Yi 200K model), and Yi 200K is merged in with a density of 1. 

I wanted to include Hermes 34B, but something funky about its tokenizer breaks mergekit.

A component of another merge. Auto generated mergekit description below:

***

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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using /home/alpha/Models/Raw/chargoddard_Yi-34B-Llama as a base.

### Models Merged

The following models were included in the merge:
* /home/alpha/Models/Raw/SUSTech_SUS-Chat-34B
* /home/alpha/Storage/Models/Raw/chargoddard_Yi-34B-200K-Llama
* /home/alpha/Models/Raw/jondurbin_bagel-34b-v0.2
* /home/alpha/Models/Raw/jondurbin_bagel-dpo-34b-v0.2

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: /home/alpha/Models/Raw/chargoddard_Yi-34B-Llama
  # No parameters necessary for base model
  - model: /home/alpha/Storage/Models/Raw/chargoddard_Yi-34B-200K-Llama
    parameters:
      weight: 0.5
      density: 1
  - model: /home/alpha/Models/Raw/SUSTech_SUS-Chat-34B
    parameters:
      weight: 0.2
      density: 0.12
  - model: /home/alpha/Models/Raw/jondurbin_bagel-dpo-34b-v0.2
    parameters:
      weight: 0.2
      density: 0.15
  - model: /home/alpha/Models/Raw/jondurbin_bagel-34b-v0.2
    parameters:
      weight: 0.1
      density: 0.12
merge_method: dare_ties
tokenizer_source: union
base_model: /home/alpha/Models/Raw/chargoddard_Yi-34B-Llama
parameters:
  int8_mask: true
dtype: bfloat16

```

{"language": ["en"], "license": "other", "library_name": "transformers", "tags": ["mergekit", "merge", "Yi"], "license_name": "yi-license", "license_link": "https://huggingface.co/01-ai/Yi-34B/blob/main/LICENSE", "base_model": []}
transformers safetensors llama text-generation mergekit merge Yi en arxiv:2311.03099 arxiv:2306.01708 license:other autotrain_compatible endpoints_compatible text-generation-inference region:us