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qwen-3-1.7b
1.7b
code-reasoning
science
science-reasoning
physics
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float32
imatrix
| base_model: DavidAU/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2 | |
| datasets: | |
| - sequelbox/Celestia3-DeepSeek-R1-0528 | |
| - sequelbox/Mitakihara-DeepSeek-R1-0528 | |
| - sequelbox/Raiden-DeepSeek-R1 | |
| language: | |
| - en | |
| library_name: transformers | |
| license: apache-2.0 | |
| mradermacher: | |
| readme_rev: 1 | |
| quantized_by: mradermacher | |
| tags: | |
| - merge | |
| - programming | |
| - code generation | |
| - code | |
| - coding | |
| - coder | |
| - chat | |
| - code | |
| - chat | |
| - qwen | |
| - qwen3 | |
| - qwencoder | |
| - esper | |
| - esper-3 | |
| - valiant | |
| - valiant-labs | |
| - qwen | |
| - qwen-3 | |
| - qwen-3-2.4b | |
| - 2.4b | |
| - reasoning | |
| - code | |
| - code-instruct | |
| - python | |
| - javascript | |
| - dev-ops | |
| - jenkins | |
| - terraform | |
| - scripting | |
| - powershell | |
| - azure | |
| - aws | |
| - gcp | |
| - cloud | |
| - problem-solving | |
| - architect | |
| - engineer | |
| - developer | |
| - creative | |
| - analytical | |
| - expert | |
| - rationality | |
| - conversational | |
| - chat | |
| - instruct | |
| - shining-valiant | |
| - shining-valiant-3 | |
| - valiant | |
| - valiant-labs | |
| - qwen | |
| - qwen-3 | |
| - qwen-3-1.7b | |
| - 1.7b | |
| - reasoning | |
| - code | |
| - code-reasoning | |
| - science | |
| - science-reasoning | |
| - physics | |
| - biology | |
| - chemistry | |
| - earth-science | |
| - astronomy | |
| - machine-learning | |
| - artificial-intelligence | |
| - compsci | |
| - computer-science | |
| - information-theory | |
| - ML-Ops | |
| - math | |
| - cuda | |
| - deep-learning | |
| - transformers | |
| - agentic | |
| - LLM | |
| - neuromorphic | |
| - self-improvement | |
| - complex-systems | |
| - cognition | |
| - linguistics | |
| - philosophy | |
| - logic | |
| - epistemology | |
| - simulation | |
| - game-theory | |
| - knowledge-management | |
| - creativity | |
| - problem-solving | |
| - architect | |
| - engineer | |
| - developer | |
| - creative | |
| - analytical | |
| - expert | |
| - rationality | |
| - conversational | |
| - chat | |
| - instruct | |
| - float32 | |
| ## 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-Shining-Lucy-CODER-2.4B-e32-mix2 | |
| <!-- provided-files --> | |
| ***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF).*** | |
| static quants are available at https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-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-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own qwuants) | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-IQ1_S.gguf) | i1-IQ1_S | 0.8 | for the desperate | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-IQ1_M.gguf) | i1-IQ1_M | 0.8 | mostly desperate | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.9 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.9 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-IQ2_S.gguf) | i1-IQ2_S | 1.0 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-IQ2_M.gguf) | i1-IQ2_M | 1.0 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.1 | very low quality | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.1 | lower quality | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-Q2_K.gguf) | i1-Q2_K | 1.1 | IQ3_XXS probably better | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.2 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-IQ3_S.gguf) | i1-IQ3_S | 1.3 | beats Q3_K* | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.3 | IQ3_XS probably better | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-IQ3_M.gguf) | i1-IQ3_M | 1.3 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.4 | IQ3_S probably better | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.5 | IQ3_M probably better | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.5 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.6 | prefer IQ4_XS | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-Q4_0.gguf) | i1-Q4_0 | 1.6 | fast, low quality | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.6 | optimal size/speed/quality | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.6 | fast, recommended | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-Q4_1.gguf) | i1-Q4_1 | 1.7 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.8 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.9 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2-i1-GGUF/resolve/main/Qwen3-Shining-Lucy-CODER-2.4B-e32-mix2.i1-Q6_K.gguf) | i1-Q6_K | 2.1 | 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 --> | |