commit 9d39ffb54a3e889c613dd3e1eef17daf7f816b7d Author: ModelHub XC Date: Sun Jun 14 23:54:20 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..bd37d06 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text 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+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 + + + + + + + + + +static quants of https://huggingface.co/DavidAU/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-i1-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-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B.Q2_K.gguf) | Q2_K | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B.Q3_K_S.gguf) | Q3_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B.Q3_K_M.gguf) | Q3_K_M | 1.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B.Q3_K_L.gguf) | Q3_K_L | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B.IQ4_XS.gguf) | IQ4_XS | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B.Q4_K_S.gguf) | Q4_K_S | 1.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B.Q4_K_M.gguf) | Q4_K_M | 1.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B.Q5_K_S.gguf) | Q5_K_S | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B.Q5_K_M.gguf) | Q5_K_M | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B.Q6_K.gguf) | Q6_K | 2.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B.Q8_0.gguf) | Q8_0 | 2.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-Fast-CODER-Reasoning-2.4B.f16.gguf) | f16 | 5.0 | 16 bpw, overkill | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +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. + +