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  1. README.md +3 -1
README.md CHANGED
@@ -18,4 +18,6 @@ EXL3 quants of [Ling-3.1-flash](https://huggingface.co/inclusionAI/Ling-3.1-flas
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  [2.60 bits per weight](https://huggingface.co/turboderp/Ling-3.1-flash-exl3/tree/2.60bpw)
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  [3.10 bits per weight](https://huggingface.co/turboderp/Ling-3.1-flash-exl3/tree/3.10bpw)
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- *(more bitrates and self-calibrated quants to follow)*
 
 
 
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  [2.60 bits per weight](https://huggingface.co/turboderp/Ling-3.1-flash-exl3/tree/2.60bpw)
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  [3.10 bits per weight](https://huggingface.co/turboderp/Ling-3.1-flash-exl3/tree/3.10bpw)
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+ *(more bitrates and self-calibrated quants to follow)*
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+
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+ ![qb_kld](https://cdn-uploads.huggingface.co/production/uploads/6383dc174c48969dcf1b4fce/W7UErwwcyK2em9lDl2VMW.png)