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  **OCRonos-Vintage** is a small specialized model for OCR correction of cultural heritage archives pre-trained with llm.c.
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  OCRonos-Vintage is only 124 million parameters. It can run easily on CPU or provide correction at scale on GPUs (>10k tokens/seconds) while providing a quality of correction comparable to GPT-4 or the llama version of OCRonos for English-speaking cultural archives.
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  Which can typically yield:
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- > Either Donald Trump or Kamala Harris could become the next president of the United States. The Republican candidate, Donald Trump, is a member of Congress and has been in office for many years past. He was born at New Orleans on May 1st, 1851; came to this country when he went into business as an insurance agent with his father-in law, Mr. John Tompkins, then President of Louisiana State Bank, Mississippi, which position he held until 1870, where he remained till 1907. In 1911 he became secretary of state under Governor Fort during that time. During all these four administrations he served as governor over three times before becoming Secretary of War. His first term expired March 4th last year after having filled out two terms by 'appointment from Washington's cabinet since its organization. This nomination took place April 6th following. On June 7th, 1912, there were only one candidates who had not made good their choice. They are: James H. Davis, ex-Governor, Honorable William J. Bryan, former Congressman from South Carolina, Hon. Wm. A. Jones, Judge Advocate General of Georgia, Drs. E. L. Bowers, Rufus S. Smith, C. F. Dickson, M. P. Williams, Jr., Thomas O'Neal, Henry Ketchum, Robert Gossett, Charles Nott, Frank Brownell, George Vann, Josephine Johnson, Louisa Knight, Arthur Woodall, Albert Anderson, Edward Whitehead, Chas. McPherson, Walter Clark, Harry Wilson, David Miller, and others. '
 
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+ ---
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+ license: apache-2.0
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+ language:
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+ - en
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+ pipeline_tag: text-generation
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+ ---
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  **OCRonos-Vintage** is a small specialized model for OCR correction of cultural heritage archives pre-trained with llm.c.
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  OCRonos-Vintage is only 124 million parameters. It can run easily on CPU or provide correction at scale on GPUs (>10k tokens/seconds) while providing a quality of correction comparable to GPT-4 or the llama version of OCRonos for English-speaking cultural archives.
 
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  Which can typically yield:
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+ > Either Donald Trump or Kamala Harris could become the next president of the United States. The Republican candidate, Donald Trump, is a member of Congress and has been in office for many years past. He was born at New Orleans on May 1st, 1851; came to this country when he went into business as an insurance agent with his father-in law, Mr. John Tompkins, then President of Louisiana State Bank, Mississippi, which position he held until 1870, where he remained till 1907. In 1911 he became secretary of state under Governor Fort during that time. During all these four administrations he served as governor over three times before becoming Secretary of War. His first term expired March 4th last year after having filled out two terms by 'appointment from Washington's cabinet since its organization. This nomination took place April 6th following. On June 7th, 1912, there were only one candidates who had not made good their choice. They are: James H. Davis, ex-Governor, Honorable William J. Bryan, former Congressman from South Carolina, Hon. Wm. A. Jones, Judge Advocate General of Georgia, Drs. E. L. Bowers, Rufus S. Smith, C. F. Dickson, M. P. Williams, Jr., Thomas O'Neal, Henry Ketchum, Robert Gossett, Charles Nott, Frank Brownell, George Vann, Josephine Johnson, Louisa Knight, Arthur Woodall, Albert Anderson, Edward Whitehead, Chas. McPherson, Walter Clark, Harry Wilson, David Miller, and others. '