MuntasirHossain
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README.md
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# Model description
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flan-t5-large-samsum-qlora is fine-tuned version of [google/flan-t5-large](https://huggingface.co/google/flan-t5-large) on the
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Parameter-efficient fine-tuning with QLoRA was employed to fine-tune the base model.
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The model
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- Rogue1: 49.249596%
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- Rouge2: 23.513032%
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- RougeL: 39.960812%
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# Model description
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flan-t5-large-samsum-qlora is an LLM model adapter and a fine-tuned version of [google/flan-t5-large](https://huggingface.co/google/flan-t5-large) on the
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[samsum](https://huggingface.co/datasets/samsum) dataset containing dialoges. Parameter-efficient fine-tuning with QLoRA was employed to fine-tune the base model.
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The model is intended for generative summarization task and achieved the following scores on the test dataset:
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- Rogue1: 49.249596%
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- Rouge2: 23.513032%
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- RougeL: 39.960812%
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