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Ying7888/b2b-lora-ar
b2b-lora-ar is a machine learning model from Ying7888. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
We fine-tuned BART on the Amazon Food Reviews dataset using LoRA.
Downloads · 30 days
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From the Hugging Face model README
We fine-tuned BART on the Amazon Food Reviews dataset using LoRA.
The optimal LoRA hyperparameters for BART were rank 4 and alpha 32.
We evaluated summarization quality using ROUGE1, ROUGE2, ROUGE-L.
Evaluation result: ROUGE1:0.322 ROUGE2: 0.280 ROUGE-L: 0.361