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@@ -152,4 +152,20 @@ inputs = tokenizer.apply_chat_template(messages, add_generation_prompt=True, ret
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  outputs = model.generate(inputs, max_new_tokens=512)
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  print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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  ```
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- This model is a fine-tuned derivative of Qwen3-1.7B (Apache 2.0) and is released under CC-BY-4.0 in accordance with the licenses of its training datasets. If you use this model, please credit `NovatasticRoScript/Atomight-V2.5-1.7B` and the base model/datasets listed above. Part of the Atomight family — small models, curated data, no shortcuts.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  outputs = model.generate(inputs, max_new_tokens=512)
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  print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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  ```
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+ ### Main citation
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+
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+ This model is a fine-tuned derivative of Qwen3-1.7B (Apache 2.0) and is released under CC-BY-4.0 in accordance with the licenses of its training datasets. If you use this model, please credit `NovatasticRoScript/Atomight-V2.5-1.7B` and the base model/datasets listed above. Part of the Atomight family — small models, curated data, no shortcuts.
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+
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+ ### Other citacion/s
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+
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+ ```
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+ @misc{qwen3technicalreport,
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+ title={Qwen3 Technical Report},
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+ author={Qwen Team},
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+ year={2025},
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+ eprint={2505.09388},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CL},
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+ url={https://arxiv.org/abs/2505.09388},
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+ }
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+ ```