Transformers
GGUF
English
programming
code generation
code
coding
coder
chat
brainstorm
qwen
qwen3
qwencoder
brainstorm 20x
creative
all uses cases
Jan-V1
horror
science fiction
fantasy
Star Trek
The Next Generation
TNG
Philip K. Dick
Deckard
finetune
thinking
reasoning
unsloth
Mixture of Experts
mixture of experts
Merge
imatrix
conversational
| base_model: DavidAU/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B | |
| datasets: | |
| - DavidAU/TNG-ALL | |
| - DavidAU/PKD-all | |
| language: | |
| - en | |
| library_name: transformers | |
| license: apache-2.0 | |
| mradermacher: | |
| readme_rev: 1 | |
| quantized_by: mradermacher | |
| tags: | |
| - programming | |
| - code generation | |
| - code | |
| - coding | |
| - coder | |
| - chat | |
| - code | |
| - chat | |
| - brainstorm | |
| - qwen | |
| - qwen3 | |
| - qwencoder | |
| - brainstorm 20x | |
| - creative | |
| - all uses cases | |
| - Jan-V1 | |
| - horror | |
| - science fiction | |
| - fantasy | |
| - Star Trek | |
| - The Next Generation | |
| - TNG | |
| - Philip K. Dick | |
| - Deckard | |
| - finetune | |
| - thinking | |
| - reasoning | |
| - unsloth | |
| - moe | |
| - mixture of experts | |
| - merge | |
| ## About | |
| <!-- ### quantize_version: 2 --> | |
| <!-- ### output_tensor_quantised: 1 --> | |
| <!-- ### convert_type: hf --> | |
| <!-- ### vocab_type: --> | |
| <!-- ### tags: nicoboss --> | |
| <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S --> | |
| <!-- ### quants_skip: --> | |
| <!-- ### skip_mmproj: --> | |
| weighted/imatrix quants of https://huggingface.co/DavidAU/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B | |
| <!-- provided-files --> | |
| ***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF).*** | |
| static quants are available at https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-GGUF | |
| ## Usage | |
| If you are unsure how to use GGUF files, refer to one of [TheBloke's | |
| READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for | |
| more details, including on how to concatenate multi-part files. | |
| ## Provided Quants | |
| (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) | |
| | Link | Type | Size/GB | Notes | | |
| |:-----|:-----|--------:|:------| | |
| | [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) | | |
| | [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 | | |
| | [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 | | |
| | [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 | | | |
| | [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 | | | |
| | [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 | | | |
| | [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 | | | |
| | [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 | | |
| | [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 | | |
| | [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 | | |
| | [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 | | | |
| | [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 | | |
| | [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* | | |
| | [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 | | | |
| | [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 | | |
| | [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 | | |
| | [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 | | | |
| | [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 | | |
| | [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 | | |
| | [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 | | |
| | [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 | | |
| | [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 | | | |
| | [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 | | | |
| | [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 | | | |
| | [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 | | |
| Here is a handy graph by ikawrakow comparing some lower-quality quant | |
| types (lower is better): | |
|  | |
| And here are Artefact2's thoughts on the matter: | |
| https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 | |
| ## FAQ / Model Request | |
| See https://huggingface.co/mradermacher/model_requests for some answers to | |
| questions you might have and/or if you want some other model quantized. | |
| ## Thanks | |
| I thank my company, [nethype GmbH](https://www.nethype.de/), for letting | |
| me use its servers and providing upgrades to my workstation to enable | |
| this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. | |
| <!-- end --> | |