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"Update README.md"

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  [![banner](https://maddes8cht.github.io/assets/buttons/Huggingface-banner.jpg)]()
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- ## I am still building the structure of these descriptions.
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- These will contain increasingly more content to help find the best models for a purpose.
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  # falcon-7b-instruct-grammar - GGUF
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  - Model creator: [mzbac](https://huggingface.co/mzbac)
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  - Original model: [falcon-7b-instruct-grammar](https://huggingface.co/mzbac/falcon-7b-instruct-grammar)
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  ***mzbac*** provides fine-tuned model variants specialized in Grammar-Correction.
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  This is their Falcon-Version.
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  # Original Model Card:
 
 
 
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  <center>
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  [![GitHub](https://maddes8cht.github.io/assets/buttons/github-io-button.png)](https://maddes8cht.github.io)
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  [![Stack Exchange](https://stackexchange.com/users/flair/26485911.png)](https://stackexchange.com/users/26485911)
 
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  [![banner](https://maddes8cht.github.io/assets/buttons/Huggingface-banner.jpg)]()
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+ I am continuously enhancing the structure of these model descriptions, and they now provide even more comprehensive information to help you find the best models for your specific needs.
 
 
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  # falcon-7b-instruct-grammar - GGUF
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  - Model creator: [mzbac](https://huggingface.co/mzbac)
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  - Original model: [falcon-7b-instruct-grammar](https://huggingface.co/mzbac/falcon-7b-instruct-grammar)
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+ # Note: Important Update for Falcon Models in llama.cpp Versions After October 18, 2023
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+ As noted on the [Llama.cpp]([ggerganov/llama.cpp: Port of Facebook's LLaMA model in C/C++ (github.com)](https://github.com/ggerganov/llama.cpp#hot-topics) GitHub repository, all new releases of Llama.cpp will require a re-quantization due to the implementation of the new BPE tokenizer. While I am working diligently to make the updated models available for you, please be aware of the following:
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+ **Stay Informed:** Application software using llama.cpp libraries will follow soon. Keep an eye on the release schedules of your favorite software applications that rely on llama.cpp. They will likely provide instructions on how to integrate the new models.
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+ **Monitor Upload Times:** Please keep a close watch on the upload times of the available files on my Hugging Face Model pages. This will help you identify which files have already been updated and are ready for download, ensuring you have the most current Falcon models at your disposal.
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+ **Download Promptly:** Once the updated Falcon models are available on my Hugging Face page, be sure to download them promptly to ensure compatibility with the latest [llama.cpp]([ggerganov/llama.cpp: Port of Facebook's LLaMA model in C/C++ (github.com)](https://github.com/ggerganov/llama.cpp) versions.
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+ Please understand that this change specifically affects Falcon and Starcoder models, other models remain unaffected. Consequently, software providers may not emphasize this change as prominently.
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+ As a solo operator of this page, I'm doing my best to expedite the process, but please bear with me as this may take some time.
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  ***mzbac*** provides fine-tuned model variants specialized in Grammar-Correction.
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  This is their Falcon-Version.
 
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  # Original Model Card:
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+ ## Please consider to support my work
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+ **Coming Soon:** I'm in the process of launching a sponsorship/crowdfunding campaign for my work. I'm evaluating Kickstarter, Patreon, or the new GitHub Sponsors platform, and I am hoping for some support and contribution to the continued availability of these kind of models. Your support will enable me to provide even more valuable resources and maintain the models you rely on. Your patience and ongoing support are greatly appreciated as I work to make this page an even more valuable resource for the community.
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  <center>
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  [![GitHub](https://maddes8cht.github.io/assets/buttons/github-io-button.png)](https://maddes8cht.github.io)
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  [![Stack Exchange](https://stackexchange.com/users/flair/26485911.png)](https://stackexchange.com/users/26485911)