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auto-patch README.md

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@@ -36,6 +36,7 @@ more details, including on how to concatenate multi-part files.
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  | Link | Type | Size/GB | Notes |
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  |:-----|:-----|--------:|:------|
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  | [GGUF](https://huggingface.co/mradermacher/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta-GGUF/resolve/main/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta.IQ3_S.gguf) | IQ3_S | 3.8 | beats Q3_K* |
 
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  | [GGUF](https://huggingface.co/mradermacher/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta-GGUF/resolve/main/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta.f16.gguf) | f16 | 16.2 | 16 bpw, overkill |
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  Here is a handy graph by ikawrakow comparing some lower-quality quant
 
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  | Link | Type | Size/GB | Notes |
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  |:-----|:-----|--------:|:------|
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  | [GGUF](https://huggingface.co/mradermacher/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta-GGUF/resolve/main/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta.IQ3_S.gguf) | IQ3_S | 3.8 | beats Q3_K* |
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+ | [GGUF](https://huggingface.co/mradermacher/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta-GGUF/resolve/main/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta-GGUF/resolve/main/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta.f16.gguf) | f16 | 16.2 | 16 bpw, overkill |
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  Here is a handy graph by ikawrakow comparing some lower-quality quant