commit 4886c3687cd61dcc7d3640456b824503f1aaae6d Author: ModelHub XC Date: Thu Jun 4 23:19:11 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Tureis-Qwen3_QWQ-4B-Exp-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..53d7257 --- /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 +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 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 +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zstandard filter=lfs diff=lfs merge=lfs -text +*.tfevents* filter=lfs diff=lfs merge=lfs -text +*.db* filter=lfs diff=lfs merge=lfs -text +*.ark* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.gguf* filter=lfs diff=lfs merge=lfs -text +*.ggml filter=lfs diff=lfs merge=lfs -text +*.llamafile* filter=lfs diff=lfs merge=lfs -text +*.pt2 filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..9fb230e --- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +base_model: prithivMLmods/Tureis-Qwen3_QWQ-4B-Exp +datasets: +- xl-zhao/PromptCoT-QwQ-Dataset +- qingy2024/QwQ-LongCoT-Verified-130K +- PowerInfer/QWQ-LONGCOT-500K +- Magpie-Align/Magpie-Reasoning-V2-250K-CoT-QwQ +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- cot +- text-generation-inference +- moe +- code +- math +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/prithivMLmods/Tureis-Qwen3_QWQ-4B-Exp + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Tureis-Qwen3_QWQ-4B-Exp-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Tureis-Qwen3_QWQ-4B-Exp-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://www.modelscope.cn/models/mradermacher/Tureis-Qwen3_QWQ-4B-Exp-i1-GGUF/resolve/master/Tureis-Qwen3_QWQ-4B-Exp.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.5 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/Tureis-Qwen3_QWQ-4B-Exp-i1-GGUF/resolve/master/Tureis-Qwen3_QWQ-4B-Exp.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.9 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/Tureis-Qwen3_QWQ-4B-Exp-i1-GGUF/resolve/master/Tureis-Qwen3_QWQ-4B-Exp.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.4 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/Tureis-Qwen3_QWQ-4B-Exp-i1-GGUF/resolve/master/Tureis-Qwen3_QWQ-4B-Exp.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://www.modelscope.cn/models/mradermacher/Tureis-Qwen3_QWQ-4B-Exp-i1-GGUF/resolve/master/Tureis-Qwen3_QWQ-4B-Exp.i1-Q5_K_M.gguf) | i1-Q5_K_M | 3.0 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/Tureis-Qwen3_QWQ-4B-Exp-i1-GGUF/resolve/master/Tureis-Qwen3_QWQ-4B-Exp.i1-Q6_K.gguf) | i1-Q6_K | 3.4 | practically like static Q6_K | + +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. 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. + + + diff --git a/Tureis-Qwen3_QWQ-4B-Exp.i1-IQ2_XS.gguf b/Tureis-Qwen3_QWQ-4B-Exp.i1-IQ2_XS.gguf new file mode 100644 index 0000000..0d75fd9 --- /dev/null +++ b/Tureis-Qwen3_QWQ-4B-Exp.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6417c1d281b68fbe991933c7acc0bec133efd50af76fee67501c7b313d7b5084 +size 1354102112 diff --git a/Tureis-Qwen3_QWQ-4B-Exp.i1-IQ3_XS.gguf b/Tureis-Qwen3_QWQ-4B-Exp.i1-IQ3_XS.gguf new file mode 100644 index 0000000..ae214ab --- /dev/null +++ b/Tureis-Qwen3_QWQ-4B-Exp.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c1258a12bb6c23b146477222fbd5a8b1a4adbff25172805561ba77849355a05 +size 1814377312 diff --git a/Tureis-Qwen3_QWQ-4B-Exp.i1-IQ4_XS.gguf b/Tureis-Qwen3_QWQ-4B-Exp.i1-IQ4_XS.gguf new file mode 100644 index 0000000..a91a054 --- /dev/null +++ b/Tureis-Qwen3_QWQ-4B-Exp.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d3182ac6a86003a8dca42ff1501a7e50ba873e72312382c880931abbf4c9f05 +size 2270753632 diff --git a/Tureis-Qwen3_QWQ-4B-Exp.i1-Q4_K_M.gguf b/Tureis-Qwen3_QWQ-4B-Exp.i1-Q4_K_M.gguf new file mode 100644 index 0000000..1dc0b12 --- /dev/null +++ b/Tureis-Qwen3_QWQ-4B-Exp.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94144f458fe29e63612ba1bd60451334caf866309cb9c08faa7b16ed53503c0c +size 2497282912 diff --git a/Tureis-Qwen3_QWQ-4B-Exp.i1-Q5_K_M.gguf b/Tureis-Qwen3_QWQ-4B-Exp.i1-Q5_K_M.gguf new file mode 100644 index 0000000..13f8727 --- /dev/null +++ b/Tureis-Qwen3_QWQ-4B-Exp.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8d0b8781382e793f3a99f548eb6a5cc1a6436c0f47bf1a0cd99f0b483b53864 +size 2889515872 diff --git a/Tureis-Qwen3_QWQ-4B-Exp.i1-Q6_K.gguf b/Tureis-Qwen3_QWQ-4B-Exp.i1-Q6_K.gguf new file mode 100644 index 0000000..743a526 --- /dev/null +++ b/Tureis-Qwen3_QWQ-4B-Exp.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf6016d2b8d6456674596510d5434ab6d51d71f6de509e99b99151e1922993d1 +size 3306263392