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+ ---
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+ language:
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+ - en
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+ license: mit
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+ ---
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+
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+ # An xLSTM Model
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+
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+ Trained with [Helibrunna](https://github.com/PatrickHaller/helibrunna) (fork)
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+
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+ To use this model the [xLSTM](https://github.com/NX-AI/xlstm) package is required. We recommend to install
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+ it locally with conda:
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+
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+ ```bash
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+ git clone https://github.com/NX-AI/xlstm
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+ cd xlstm
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+ conda env create -n xlstm -f environment_pt220cu121.yaml
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+ conda activate xlstm
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+ ```
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+
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+
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+ ## Usage
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+
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+ ```python
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+ from transformers import AutoModelForCasualLM, AutoTokenizer
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+
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+ model_name_or_path = "PatrickHaller/xlstm_dummy"
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+
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+ model = AutoModelForCasualLM.from_pretrained(model_name_or_path)
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+ tokenizer = AutoTokenizer.from_pretrained(model_name_or_path)
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+
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+ input_ids = tokenizer.encode("Hello, my dog is cute", return_tensors="pt")
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+ output = model.generate(input_ids, max_length=100, temperature=0.7, do_sample=True)
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+ generated_text = tokenizer.decode(output[0], skip_special_tokens=True)
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+
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+ print(generated_text)
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+
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+ ```