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@@ -44,16 +44,28 @@ more details, including on how to concatenate multi-part files.
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  | Link | Type | Size/GB | Notes |
45
  |:-----|:-----|--------:|:------|
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  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own qwuants) |
 
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  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ1_M.gguf) | i1-IQ1_M | 8.1 | mostly desperate |
 
 
 
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  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ2_M.gguf) | i1-IQ2_M | 11.5 | |
49
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q2_K_S.gguf) | i1-Q2_K_S | 11.6 | very low quality |
50
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q2_K.gguf) | i1-Q2_K | 12.4 | IQ3_XXS probably better |
51
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 12.9 | lower quality |
 
 
 
52
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ3_M.gguf) | i1-IQ3_M | 15.0 | |
53
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q3_K_M.gguf) | i1-Q3_K_M | 16.1 | IQ3_S probably better |
 
54
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ4_XS.gguf) | i1-IQ4_XS | 17.8 | |
 
55
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q4_K_S.gguf) | i1-Q4_K_S | 18.9 | optimal size/speed/quality |
56
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q4_K_M.gguf) | i1-Q4_K_M | 19.9 | fast, recommended |
 
 
 
57
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q6_K.gguf) | i1-Q6_K | 27.0 | practically like static Q6_K |
58
 
59
  Here is a handy graph by ikawrakow comparing some lower-quality quant
 
44
  | Link | Type | Size/GB | Notes |
45
  |:-----|:-----|--------:|:------|
46
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own qwuants) |
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+ | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ1_S.gguf) | i1-IQ1_S | 7.4 | for the desperate |
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  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ1_M.gguf) | i1-IQ1_M | 8.1 | mostly desperate |
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+ | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 9.1 | |
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+ | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ2_XS.gguf) | i1-IQ2_XS | 10.1 | |
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+ | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ2_S.gguf) | i1-IQ2_S | 10.6 | |
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  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ2_M.gguf) | i1-IQ2_M | 11.5 | |
53
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q2_K_S.gguf) | i1-Q2_K_S | 11.6 | very low quality |
54
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q2_K.gguf) | i1-Q2_K | 12.4 | IQ3_XXS probably better |
55
  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 12.9 | lower quality |
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+ | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ3_XS.gguf) | i1-IQ3_XS | 13.8 | |
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+ | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q3_K_S.gguf) | i1-Q3_K_S | 14.5 | IQ3_XS probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ3_S.gguf) | i1-IQ3_S | 14.5 | beats Q3_K* |
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  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ3_M.gguf) | i1-IQ3_M | 15.0 | |
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  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q3_K_M.gguf) | i1-Q3_K_M | 16.1 | IQ3_S probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q3_K_L.gguf) | i1-Q3_K_L | 17.4 | IQ3_M probably better |
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  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-IQ4_XS.gguf) | i1-IQ4_XS | 17.8 | |
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+ | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q4_0.gguf) | i1-Q4_0 | 18.8 | fast, low quality |
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  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q4_K_S.gguf) | i1-Q4_K_S | 18.9 | optimal size/speed/quality |
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  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q4_K_M.gguf) | i1-Q4_K_M | 19.9 | fast, recommended |
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+ | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q4_1.gguf) | i1-Q4_1 | 20.7 | |
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+ | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q5_K_S.gguf) | i1-Q5_K_S | 22.7 | |
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+ | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q5_K_M.gguf) | i1-Q5_K_M | 23.3 | |
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  | [GGUF](https://huggingface.co/mradermacher/UIGEN-T3-32B-Preview-i1-GGUF/resolve/main/UIGEN-T3-32B-Preview.i1-Q6_K.gguf) | i1-Q6_K | 27.0 | practically like static Q6_K |
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71
  Here is a handy graph by ikawrakow comparing some lower-quality quant