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license: cc-by-sa-4.0
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# Model Card for Model ID

<!-- Provide a quick summary of what the model is/does. -->

**bling-stablelm-3b-gguf** is a quantized version of BLING Stable-LM 3B, with 4_K_M GGUF quantization, providing a fast, small inference implementation for use on CPUs.  

[**bling-stablelm-3b**](https://huggingface.co/llmware/bling-stable-lm-3b-4e1t-v0) is a fact-based question-answering model, optimized for complex business documents.  

To pull the model via API:  

    from huggingface_hub import snapshot_download           
    snapshot_download("llmware/bling-stablelm-3b-gguf", local_dir="/path/on/your/machine/", local_dir_use_symlinks=False)  
    

Load in your favorite GGUF inference engine, or try with llmware as follows:

    from llmware.models import ModelCatalog  
    model = ModelCatalog().load_model("llmware/bling-stablelm-3b-gguf")            
    response = model.inference(query, add_context=text_sample, add_prompt_engineering="default_with_context")  

Note: please review [**config.json**](https://huggingface.co/llmware/bling-stablelm-3b-gguf/blob/main/config.json) in the repository for prompt wrapping information, details on the model, and full test set.  


### Model Description

<!-- Provide a longer summary of what this model is. -->

- **Developed by:** llmware
- **Model type:** GGUF 
- **Language(s) (NLP):** English
- **License:** CC-BY-SA-4.0  
- **Quantized from model:** [llmware/bling-stablelm-3b](https://huggingface.co/llmware/bling-stable-lm-3b-4e1t-v0/)
  

## Model Card Contact

Darren Oberst & llmware team