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@@ -5,7 +5,9 @@ GGUF [llama.cpp](https://github.com/ggerganov/llama.cpp) quantized version of:
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  - Original model: [Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct)
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  - Model creator: [Meta](https://huggingface.co/meta-llama)
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  - [License](https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/LICENSE)
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  ## Recommended Prompt Format (Llama3)
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  ```
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  <|begin_of_text|><|start_header_id|>system<|end_header_id|>
 
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  - Original model: [Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct)
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  - Model creator: [Meta](https://huggingface.co/meta-llama)
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  - [License](https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/LICENSE)
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+ <span style="color: red">Update:</span> Use the -imatrix versions (they use [imatrix](https://github.com/ggerganov/llama.cpp/discussions/5263#discussioncomment-8395384) and the **bpe-llama tokenizer** which should theoretically improve the output)
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+
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  ## Recommended Prompt Format (Llama3)
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  ```
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  <|begin_of_text|><|start_header_id|>system<|end_header_id|>