---
license: apache-2.0
inference: false 
tags: [green, p1, llmware-fx, onnx]
---

# slim-summary-tiny-onnx  

**slim-summary-tiny-onnx** is a specialized function calling model that summarizes a given text and generates as output a Python list of summary points.   

This is an ONNX int4 quantized version of slim-summary-tiny, providing a very fast, very small inference implementation, optimized for AI PCs using Intel GPU, CPU and NPU.    


### Model Description

- **Developed by:** llmware  
- **Model type:** tinyllama  
- **Parameters:** 1.1 billion
- **Model Parent:** llmware/slim-summary-tiny
- **Language(s) (NLP):** English  
- **License:** Apache 2.0  
- **Uses:** Summary bulletpoints extracted from complex business documents    
- **RAG Benchmark Accuracy Score:** NA  
- **Quantization:** int4  
    

## Model Card Contact

[llmware on github](https://www.github.com/llmware-ai/llmware)  

[llmware on hf](https://www.huggingface.co/llmware)  

[llmware website](https://www.llmware.ai)