Model Stock: All we need is just a few fine-tuned models
Paper • 2403.19522 • Published • 15
This is a merge of pre-trained language models created using mergekit.
This model was merged using the Model Stock merge method using appvoid/text-arco as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: appvoid/arco
- model: appvoid/arco-2
merge_method: model_stock
base_model: appvoid/text-arco
normalize: false
int8_mask: true
dtype: float16
Install from pip and serve model
# Install vLLM from pip: pip install vllm# Start the vLLM server: vllm serve "appvoid/arco-exp-21"# Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "appvoid/arco-exp-21", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'