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        README.md
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    | @@ -73,21 +73,29 @@ more details, including on how to concatenate multi-part files. | |
| 73 | 
             
            | Link | Type | Size/GB | Notes |
         | 
| 74 | 
             
            |:-----|:-----|--------:|:------|
         | 
| 75 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own qwuants) |
         | 
|  | |
| 76 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.7 | mostly desperate |
         | 
| 77 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.1 |  |
         | 
| 78 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 3.3 |  |
         | 
|  | |
| 79 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ2_M.gguf) | i1-IQ2_M | 3.8 |  |
         | 
| 80 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.8 | very low quality |
         | 
| 81 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q2_K.gguf) | i1-Q2_K | 4.1 | IQ3_XXS probably better |
         | 
| 82 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 4.2 | lower quality |
         | 
|  | |
| 83 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 4.7 | IQ3_XS probably better |
         | 
|  | |
| 84 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ3_M.gguf) | i1-IQ3_M | 4.9 |  |
         | 
| 85 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 5.2 | IQ3_S probably better |
         | 
| 86 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 5.6 | IQ3_M probably better |
         | 
| 87 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 5.8 |  |
         | 
| 88 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 6.1 | prefer IQ4_XS |
         | 
|  | |
| 89 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 6.1 | optimal size/speed/quality |
         | 
| 90 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 6.4 | fast, recommended |
         | 
|  | |
|  | |
|  | |
| 91 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q6_K.gguf) | i1-Q6_K | 8.7 | practically like static Q6_K |
         | 
| 92 |  | 
| 93 | 
             
            Here is a handy graph by ikawrakow comparing some lower-quality quant
         | 
|  | |
| 73 | 
             
            | Link | Type | Size/GB | Notes |
         | 
| 74 | 
             
            |:-----|:-----|--------:|:------|
         | 
| 75 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own qwuants) |
         | 
| 76 | 
            +
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.5 | for the desperate |
         | 
| 77 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.7 | mostly desperate |
         | 
| 78 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.1 |  |
         | 
| 79 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 3.3 |  |
         | 
| 80 | 
            +
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ2_S.gguf) | i1-IQ2_S | 3.5 |  |
         | 
| 81 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ2_M.gguf) | i1-IQ2_M | 3.8 |  |
         | 
| 82 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.8 | very low quality |
         | 
| 83 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q2_K.gguf) | i1-Q2_K | 4.1 | IQ3_XXS probably better |
         | 
| 84 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 4.2 | lower quality |
         | 
| 85 | 
            +
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 4.5 |  |
         | 
| 86 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 4.7 | IQ3_XS probably better |
         | 
| 87 | 
            +
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ3_S.gguf) | i1-IQ3_S | 4.8 | beats Q3_K* |
         | 
| 88 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ3_M.gguf) | i1-IQ3_M | 4.9 |  |
         | 
| 89 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 5.2 | IQ3_S probably better |
         | 
| 90 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 5.6 | IQ3_M probably better |
         | 
| 91 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 5.8 |  |
         | 
| 92 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 6.1 | prefer IQ4_XS |
         | 
| 93 | 
            +
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q4_0.gguf) | i1-Q4_0 | 6.1 | fast, low quality |
         | 
| 94 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 6.1 | optimal size/speed/quality |
         | 
| 95 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 6.4 | fast, recommended |
         | 
| 96 | 
            +
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q4_1.gguf) | i1-Q4_1 | 6.7 |  |
         | 
| 97 | 
            +
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 7.3 |  |
         | 
| 98 | 
            +
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 7.5 |  |
         | 
| 99 | 
             
            | [GGUF](https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/resolve/main/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B.i1-Q6_K.gguf) | i1-Q6_K | 8.7 | practically like static Q6_K |
         | 
| 100 |  | 
| 101 | 
             
            Here is a handy graph by ikawrakow comparing some lower-quality quant
         |