commit 8de5a20000b016af5cb65be129da1e5b9b95ab7e Author: ModelHub XC Date: Thu Oct 15 03:44:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..73562b8 --- /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 +*.npz 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 +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl 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 +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* 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 +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Grandmaster-Reasoning-v2-small.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Grandmaster-Reasoning-v2-small.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Grandmaster-Reasoning-v2-small.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Grandmaster-Reasoning-v2-small.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Grandmaster-Reasoning-v2-small.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Grandmaster-Reasoning-v2-small.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Grandmaster-Reasoning-v2-small.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Grandmaster-Reasoning-v2-small.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Grandmaster-Reasoning-v2-small.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen3-4B-Grandmaster-Reasoning-v2-small.IQ4_XS.gguf b/Qwen3-4B-Grandmaster-Reasoning-v2-small.IQ4_XS.gguf new file mode 100644 index 0000000..7243bad --- /dev/null +++ b/Qwen3-4B-Grandmaster-Reasoning-v2-small.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d07df2190a1cfb648dce31f22d5cf22c27839fcf779cc93f3c8972e6711cdd00 +size 2286316896 diff --git a/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q2_K.gguf b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q2_K.gguf new file mode 100644 index 0000000..5b1a1cb --- /dev/null +++ b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a26ec324a6dcaefe90270758f706038559e67d6e4beb8f57a16825cce235533 +size 1669500256 diff --git a/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_L.gguf b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_L.gguf new file mode 100644 index 0000000..83a3a0a --- /dev/null +++ b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6030e5359902f44fc3254ff5b451af9439946bf3bedb01c150de5e824de316a +size 2239786336 diff --git a/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_M.gguf b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_M.gguf new file mode 100644 index 0000000..896ec8e --- /dev/null +++ b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97eb71266f064215aa435d931009ce19261ac16961146cce54412e2701b2940a +size 2075618656 diff --git a/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_S.gguf b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_S.gguf new file mode 100644 index 0000000..f8fa355 --- /dev/null +++ b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5bbc84d745279565ddb250bf6347e473cb4bca5042311f968fe79a52cde5f00d +size 1886997856 diff --git a/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q4_K_M.gguf b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q4_K_M.gguf new file mode 100644 index 0000000..67eb6ca --- /dev/null +++ b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8a62e09666f0fb191616e53a4850019610f902d81bd1dc09dc368c427425c63 +size 2497281376 diff --git a/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q4_K_S.gguf b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q4_K_S.gguf new file mode 100644 index 0000000..ef6c0e6 --- /dev/null +++ b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c1c7a40f50af020f90fcf497611d81c68f86cb2b0d2e76dbc36d7f9186a476c +size 2383310176 diff --git a/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q5_K_M.gguf b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q5_K_M.gguf new file mode 100644 index 0000000..87c1dad --- /dev/null +++ b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8573a62a2d999f8427c7c34494af82bdd42ee0b2d4911d5d80c080430143b871 +size 2889514336 diff --git a/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q5_K_S.gguf b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q5_K_S.gguf new file mode 100644 index 0000000..c04ab4c --- /dev/null +++ b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57cc86bbe0a40b1d16731bc3124af9f01be95a3b8f1b580a3f4d2c7f25d2f90f +size 2823712096 diff --git a/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q6_K.gguf b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q6_K.gguf new file mode 100644 index 0000000..81ed95e --- /dev/null +++ b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25ee822dd8b62d5d05ab359bbf2fff18be13caea888cd1316f61b7fe44a40171 +size 3306261856 diff --git a/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q8_0.gguf b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q8_0.gguf new file mode 100644 index 0000000..e4b4d84 --- /dev/null +++ b/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:653146e474b655dea9caf725d96d3d7687bf0706a9328838631f490b4072e8b5 +size 4280405856 diff --git a/Qwen3-4B-Grandmaster-Reasoning-v2-small.f16.gguf b/Qwen3-4B-Grandmaster-Reasoning-v2-small.f16.gguf new file mode 100644 index 0000000..192ff10 --- /dev/null +++ b/Qwen3-4B-Grandmaster-Reasoning-v2-small.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1701bb294414099983be4609aa5acf61b64e7565b39f580dc01c629218fe6098 +size 8051285856 diff --git a/README.md b/README.md new file mode 100644 index 0000000..2d4e16f --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +base_model: agi-noobs/Qwen3-4B-Grandmaster-Reasoning-v2-small +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- qwen3 +--- +## About + + + + + + + + + +static quants of https://huggingface.co/agi-noobs/Qwen3-4B-Grandmaster-Reasoning-v2-small + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF).*** + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## 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/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF/resolve/main/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q2_K.gguf) | Q2_K | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF/resolve/main/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_S.gguf) | Q3_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF/resolve/main/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF/resolve/main/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q3_K_L.gguf) | Q3_K_L | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF/resolve/main/Qwen3-4B-Grandmaster-Reasoning-v2-small.IQ4_XS.gguf) | IQ4_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF/resolve/main/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF/resolve/main/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF/resolve/main/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q5_K_S.gguf) | Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF/resolve/main/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q5_K_M.gguf) | Q5_K_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF/resolve/main/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q6_K.gguf) | Q6_K | 3.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF/resolve/main/Qwen3-4B-Grandmaster-Reasoning-v2-small.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Grandmaster-Reasoning-v2-small-GGUF/resolve/main/Qwen3-4B-Grandmaster-Reasoning-v2-small.f16.gguf) | f16 | 8.2 | 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. + +