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- # Uploaded model
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- - **Developed by:** FritzStack
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- - **License:** apache-2.0
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- - **Finetuned from model :** unsloth/Qwen3-4B-unsloth-bnb-4bit
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- This qwen3 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth)
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-
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- [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
 
 
 
 
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+ ```bash
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+ !pip install git+https://github.com/Fede-stack/TONYpy.git
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+ ```
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+ ```python
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+ from TONY.HiTOP import HiTOP_Predictor
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+ text = 'Some days I keep living, even though I feel completely alone in the world'
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+ hitop = HiTOP_Predictor(model_name='FritzStack/HiTOP-QWEN4B')
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+ hitop.predict_HiTOP(text)
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+ ```