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DolphinStar-12.5B

Text Generation
Transformers
Safetensors
mistral
conversational
text-generation-inference
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DolphinStar-12.5B
File size: 2,142 Bytes 
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Custom Model "Dolphin2Star1" Merged by Noodlz.


---
base_model:
- cognitivecomputations/dolphin-2.8-mistral-7b-v02
- NexusFlow/Starling-LM-7B-beta
library_name: transformers
tags:
- mergekit
- merge

---
# output_folder

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 [linear](https://arxiv.org/abs/2203.05482) merge method.

### Models Merged

The following models were included in the merge:
* [cognitivecomputations/dolphin-2.8-mistral-7b-v02](https://huggingface.co/cognitivecomputations/dolphin-2.8-mistral-7b-v02)
* [NexusFlow/Starling-LM-7B-beta](https://huggingface.co/NexusFlow/Starling-LM-7B-beta)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: linear
parameters:
  weight: 1.0
slices:
  - sources:
      - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
        layer_range: [0,1]
      - model: NexusFlow/Starling-LM-7B-beta
        layer_range: [0,1]
        parameters: 
          weight: 0
  - sources:
      - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
        layer_range: [1,8]        
  - sources:
      - model: NexusFlow/Starling-LM-7B-beta
        layer_range: [4,12]
  - sources:
      - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
        layer_range: [8,16]        
  - sources:
      - model: NexusFlow/Starling-LM-7B-beta
        layer_range: [12,20]  
  - sources:
      - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
        layer_range: [16,24]        
  - sources:
      - model: NexusFlow/Starling-LM-7B-beta
        layer_range: [20,28]
  - sources:
      - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
        layer_range: [24,31]        
  - sources:
      - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
        layer_range: [31,32]
      - model: NexusFlow/Starling-LM-7B-beta
        layer_range: [31,32]
        parameters: 
          weight: 0          
dtype: float16
tokenizer_source: model:cognitivecomputations/dolphin-2.8-mistral-7b-v02
```