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license: apache-2.0 |
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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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# About GGUF format |
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`gguf` is the current file format used by the [`ggml`](https://github.com/ggerganov/ggml) library. |
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A growing list of Software is using it and can therefore use this model. |
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The core project making use of the ggml library is the [llama.cpp](https://github.com/ggerganov/llama.cpp) project by Georgi Gerganov |
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# Quantization variants |
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There is a bunch of quantized files available. How to choose the best for you: |
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# legacy quants |
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Q4_0, Q4_1, Q5_0, Q5_1 and Q8 are `legacy` quantization types. |
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Nevertheless, they are fully supported, as there are several circumstances that cause certain model not to be compatible with the modern K-quants. |
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Falcon 7B models cannot be quantized to K-quants. |
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# K-quants |
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K-quants are based on the idea that the quantization of certain parts affects the quality in different ways. If you quantize certain parts more and others less, you get a more powerful model with the same file size, or a smaller file size and lower memory load with comparable performance. |
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So, if possible, use K-quants. |
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With a Q6_K you should find it really hard to find a quality difference to the original model - ask your model two times the same question and you may encounter bigger quality differences. |
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# Original Model Card: |
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<center> |
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<a href="https://maddes8cht.github.com"><img src="/assets/buttons/maddes8cht-github-io.jpg" alt="GitHub" /></a> |
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<a href="https://stackexchange.com/users/26485911"><img src="https://stackexchange.com/users/flair/26485911.png" width="208" height="58" alt="profile for maddes8cht on Stack Exchange, a network of free, community-driven Q&A sites" title="profile for maddes8cht on Stack Exchange, a network of free, community-driven Q&A sites"></a> |
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<a href="https://github.com/maddes8cht"><img src="/assets/buttons/github-button.jpg" alt="GitHub" /></a> |
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<a href="https://huggingface.co/maddes8cht"><img src="/assets/buttons/huggingface-button.jpg" alt="HuggingFace" /></a></p> |
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<a href="https://twitter.com/maddes1966"><img src="/assets/buttons/twitter-button.jpg" alt="HuggingFace" /></a></p> |
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</center> |