Transformers
GGUF
English
256k context
Qwen3
Mixture of Experts
MOE
MOE Dense
2 experts
4Bx12
All use cases
bfloat16
Merge
thinking
reasoning
GPT-5.1-High-Reasoning-Distill
Gemini-3-Pro-Preview-High-Reasoning-Distill
Claude-4.5-Opus-High-Reasoning-Distill
Claude-Sonnet-4-Reasoning-Distill
Kimi-K2-Thinking-Distill
Gemini-2.5-Flash-Distill
Gemini-2.5-Flash-Lite-Preview-Distill
gpt-oss-120b-Distill
GLM-Flash-4.6-Distill
Open-R1-Distill
Command-A-Reasoning-Distill
imatrix
conversational
File size: 8,957 Bytes
f83cb15 1a149c0 f83cb15 1b26bc7 165108d deb9792 7d0939c a5255b3 165108d 3f3a8e2 1b26bc7 7d0939c 6ce8815 deb9792 1b26bc7 3f3a8e2 a5255b3 deb9792 3f3a8e2 deb9792 1b26bc7 165108d f83cb15 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 | ---
base_model: DavidAU/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- 256k context
- Qwen3
- Mixture of Experts
- MOE
- MOE Dense
- 2 experts
- 4Bx12
- All use cases
- bfloat16
- merge
- thinking
- reasoning
- GPT-5.1-High-Reasoning-Distill
- Gemini-3-Pro-Preview-High-Reasoning-Distill
- Claude-4.5-Opus-High-Reasoning-Distill
- Claude-Sonnet-4-Reasoning-Distill
- Kimi-K2-Thinking-Distill
- Gemini-2.5-Flash-Distill
- Gemini-2.5-Flash-Lite-Preview-Distill
- gpt-oss-120b-Distill
- GLM-Flash-4.6-Distill
- Open-R1-Distill
- Command-A-Reasoning-Distill
---
## 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/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-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/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-IQ1_S.gguf) | i1-IQ1_S | 7.1 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-IQ1_M.gguf) | i1-IQ1_M | 7.8 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 9.1 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-IQ2_XS.gguf) | i1-IQ2_XS | 10.1 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-IQ2_S.gguf) | i1-IQ2_S | 10.2 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-IQ2_M.gguf) | i1-IQ2_M | 11.2 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-Q2_K_S.gguf) | i1-Q2_K_S | 11.6 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-Q2_K.gguf) | i1-Q2_K | 12.5 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 13.1 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-IQ3_XS.gguf) | i1-IQ3_XS | 13.9 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-Q3_K_S.gguf) | i1-Q3_K_S | 14.7 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-IQ3_S.gguf) | i1-IQ3_S | 14.7 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-IQ3_M.gguf) | i1-IQ3_M | 14.9 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-Q3_K_M.gguf) | i1-Q3_K_M | 16.3 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-Q3_K_L.gguf) | i1-Q3_K_L | 17.6 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-IQ4_XS.gguf) | i1-IQ4_XS | 18.1 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-Q4_0.gguf) | i1-Q4_0 | 19.2 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-Q4_K_S.gguf) | i1-Q4_K_S | 19.3 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-Q4_K_M.gguf) | i1-Q4_K_M | 20.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-Q4_1.gguf) | i1-Q4_1 | 21.2 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-Q5_K_S.gguf) | i1-Q5_K_S | 23.3 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-Q5_K_M.gguf) | i1-Q5_K_M | 24.0 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-i1-GGUF/resolve/main/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill.i1-Q6_K.gguf) | i1-Q6_K | 27.7 | 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.
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