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@@ -13,6 +13,7 @@ EXL3 quants of [cognition-ai/Kevin-32B](https://huggingface.co/cognition-ai/Kevi
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  ### Quants
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  | Quant(Revision) | Bits per Weight | Head Bits |
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  | -------- | ---------- | --------- |
 
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  | [3.0_H6](https://huggingface.co/ArtusDev/cognition-ai_Kevin-32B-EXL3/tree/3.0bpw_H6) | 3.0 | 6 |
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  | [3.5_H6](https://huggingface.co/ArtusDev/cognition-ai_Kevin-32B-EXL3/tree/3.5bpw_H6) | 3.5 | 6 |
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  | [4.0_H6](https://huggingface.co/ArtusDev/cognition-ai_Kevin-32B-EXL3/tree/4.0bpw_H6) | 4.0 | 6 |
 
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  ### Quants
14
  | Quant(Revision) | Bits per Weight | Head Bits |
15
  | -------- | ---------- | --------- |
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+ | [2.5_H6](https://huggingface.co/ArtusDev/cognition-ai_Kevin-32B-EXL3/tree/2.5bpw_H6) | 2.5 | 6 |
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  | [3.0_H6](https://huggingface.co/ArtusDev/cognition-ai_Kevin-32B-EXL3/tree/3.0bpw_H6) | 3.0 | 6 |
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  | [3.5_H6](https://huggingface.co/ArtusDev/cognition-ai_Kevin-32B-EXL3/tree/3.5bpw_H6) | 3.5 | 6 |
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  | [4.0_H6](https://huggingface.co/ArtusDev/cognition-ai_Kevin-32B-EXL3/tree/4.0bpw_H6) | 4.0 | 6 |