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`Falconsai/florence-2-invoice` is a fine-tuned version of the `microsoft/Florence-2-base-ft` model. This model has been specifically trained to identify and extract key fields from invoice images. The fine-tuning process utilized a curated dataset of invoices annotated to recognize the following fields:
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- Billing address
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- Invoice number
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- Name client
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- Products
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- Remise
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- Shipping address
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- Subtotal
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- Tax
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- Tax percentage
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- Tel client
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- Total
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## Model Details
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### Base Model
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The base model used for fine-tuning is `microsoft/Florence-2-base-ft`, a state-of-the-art vision model developed by Microsoft.
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`Falconsai/florence-2-invoice` is a fine-tuned version of the `microsoft/Florence-2-base-ft` model. This model has been specifically trained to identify and extract key fields from invoice images. The fine-tuning process utilized a curated dataset of invoices annotated to recognize the following fields:
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- Billing address, - Discount percentage, - Due date
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- Email client, - Header, - Invoice date
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- Invoice number, - Name client, - Products
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- Remise, - Shipping address, - Subtotal
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- Tax, - Tax percentage, - Tel client, - Total
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### Base Model
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The base model used for fine-tuning is `microsoft/Florence-2-base-ft`, a state-of-the-art vision model developed by Microsoft.
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