From 10ce45efe449debb79420c434d47c4d875e1a942 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 21 Jul 2026 08:05:09 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/Qwen-2.5-3B-GRPO-Math-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++ Qwen-2.5-3B-GRPO-Math.IQ4_XS.gguf | 3 ++ Qwen-2.5-3B-GRPO-Math.Q2_K.gguf | 3 ++ Qwen-2.5-3B-GRPO-Math.Q3_K_L.gguf | 3 ++ Qwen-2.5-3B-GRPO-Math.Q3_K_M.gguf | 3 ++ Qwen-2.5-3B-GRPO-Math.Q3_K_S.gguf | 3 ++ Qwen-2.5-3B-GRPO-Math.Q4_K_M.gguf | 3 ++ Qwen-2.5-3B-GRPO-Math.Q4_K_S.gguf | 3 ++ Qwen-2.5-3B-GRPO-Math.Q5_K_M.gguf | 3 ++ Qwen-2.5-3B-GRPO-Math.Q5_K_S.gguf | 3 ++ Qwen-2.5-3B-GRPO-Math.Q6_K.gguf | 3 ++ Qwen-2.5-3B-GRPO-Math.Q8_0.gguf | 3 ++ Qwen-2.5-3B-GRPO-Math.f16.gguf | 3 ++ README.md | 68 +++++++++++++++++++++++++++++++ 14 files changed, 151 insertions(+) create mode 100644 .gitattributes create mode 100644 Qwen-2.5-3B-GRPO-Math.IQ4_XS.gguf create mode 100644 Qwen-2.5-3B-GRPO-Math.Q2_K.gguf create mode 100644 Qwen-2.5-3B-GRPO-Math.Q3_K_L.gguf create mode 100644 Qwen-2.5-3B-GRPO-Math.Q3_K_M.gguf create mode 100644 Qwen-2.5-3B-GRPO-Math.Q3_K_S.gguf create mode 100644 Qwen-2.5-3B-GRPO-Math.Q4_K_M.gguf create mode 100644 Qwen-2.5-3B-GRPO-Math.Q4_K_S.gguf create mode 100644 Qwen-2.5-3B-GRPO-Math.Q5_K_M.gguf create mode 100644 Qwen-2.5-3B-GRPO-Math.Q5_K_S.gguf create mode 100644 Qwen-2.5-3B-GRPO-Math.Q6_K.gguf create mode 100644 Qwen-2.5-3B-GRPO-Math.Q8_0.gguf create mode 100644 Qwen-2.5-3B-GRPO-Math.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..0ba22e3 --- /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 +Qwen-2.5-3B-GRPO-Math.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen-2.5-3B-GRPO-Math.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen-2.5-3B-GRPO-Math.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen-2.5-3B-GRPO-Math.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen-2.5-3B-GRPO-Math.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen-2.5-3B-GRPO-Math.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen-2.5-3B-GRPO-Math.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen-2.5-3B-GRPO-Math.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen-2.5-3B-GRPO-Math.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen-2.5-3B-GRPO-Math.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen-2.5-3B-GRPO-Math.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen-2.5-3B-GRPO-Math.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen-2.5-3B-GRPO-Math.IQ4_XS.gguf b/Qwen-2.5-3B-GRPO-Math.IQ4_XS.gguf new file mode 100644 index 0000000..925a27d --- /dev/null +++ b/Qwen-2.5-3B-GRPO-Math.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9226a759f1e0bb5de3c9b2b7eb76a47217dbb190726a9c79e11c73ad57a2c152 +size 1918491872 diff --git a/Qwen-2.5-3B-GRPO-Math.Q2_K.gguf b/Qwen-2.5-3B-GRPO-Math.Q2_K.gguf new file mode 100644 index 0000000..73e9ce8 --- /dev/null +++ b/Qwen-2.5-3B-GRPO-Math.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e537ad9e483e7226f969dd7765a2a735990046c2c4110d23e63cacf1501f26af +size 1376857312 diff --git a/Qwen-2.5-3B-GRPO-Math.Q3_K_L.gguf b/Qwen-2.5-3B-GRPO-Math.Q3_K_L.gguf new file mode 100644 index 0000000..2ba9441 --- /dev/null +++ b/Qwen-2.5-3B-GRPO-Math.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad65af838d6d323122064342574780a16d1143129b47f25e0e423ca23624d7b9 +size 1841095904 diff --git a/Qwen-2.5-3B-GRPO-Math.Q3_K_M.gguf b/Qwen-2.5-3B-GRPO-Math.Q3_K_M.gguf new file mode 100644 index 0000000..7a81084 --- /dev/null +++ b/Qwen-2.5-3B-GRPO-Math.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8992b548452e15d5d757baa1ff59ad2208d4409240859cdc09e5b07a2cdf52cb +size 1724179680 diff --git a/Qwen-2.5-3B-GRPO-Math.Q3_K_S.gguf b/Qwen-2.5-3B-GRPO-Math.Q3_K_S.gguf new file mode 100644 index 0000000..4e3313c --- /dev/null +++ b/Qwen-2.5-3B-GRPO-Math.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98e5450df9c124471ea2dfb73d1bed8ae2e7106f57ecca886e1a41c18ed993df +size 1588061408 diff --git a/Qwen-2.5-3B-GRPO-Math.Q4_K_M.gguf b/Qwen-2.5-3B-GRPO-Math.Q4_K_M.gguf new file mode 100644 index 0000000..75a8d80 --- /dev/null +++ b/Qwen-2.5-3B-GRPO-Math.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:856729ce23b4780dbf8b162ca9919e279f08eac91d1623794d5c6e772c5d727d +size 2104933600 diff --git a/Qwen-2.5-3B-GRPO-Math.Q4_K_S.gguf b/Qwen-2.5-3B-GRPO-Math.Q4_K_S.gguf new file mode 100644 index 0000000..0671698 --- /dev/null +++ b/Qwen-2.5-3B-GRPO-Math.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d7ff43469ddd6f2f2b508ce6c512d5f04accd3ce162a36b183f4d6f792ffe7d +size 2009414880 diff --git a/Qwen-2.5-3B-GRPO-Math.Q5_K_M.gguf b/Qwen-2.5-3B-GRPO-Math.Q5_K_M.gguf new file mode 100644 index 0000000..7e6849a --- /dev/null +++ b/Qwen-2.5-3B-GRPO-Math.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58041000886fc12080944f7d6c25033fd3909d4f67d7ed569df1f8f01c815028 +size 2438741216 diff --git a/Qwen-2.5-3B-GRPO-Math.Q5_K_S.gguf b/Qwen-2.5-3B-GRPO-Math.Q5_K_S.gguf new file mode 100644 index 0000000..7696293 --- /dev/null +++ b/Qwen-2.5-3B-GRPO-Math.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:828c5795ca9b7cd751ef9b019a75fcb14282db1443d60a9d156eabdd032f4817 +size 2383592672 diff --git a/Qwen-2.5-3B-GRPO-Math.Q6_K.gguf b/Qwen-2.5-3B-GRPO-Math.Q6_K.gguf new file mode 100644 index 0000000..36c53a1 --- /dev/null +++ b/Qwen-2.5-3B-GRPO-Math.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1492f5ccc41724e31e948c343c8ff452ed9ae21bf6e363fec07e5273ba5cfd2c +size 2793411808 diff --git a/Qwen-2.5-3B-GRPO-Math.Q8_0.gguf b/Qwen-2.5-3B-GRPO-Math.Q8_0.gguf new file mode 100644 index 0000000..d681a52 --- /dev/null +++ b/Qwen-2.5-3B-GRPO-Math.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c752235e3d15cc9c43368b2ba7c546bb951953f7f309a09f095be50b8bdafea2 +size 3616089312 diff --git a/Qwen-2.5-3B-GRPO-Math.f16.gguf b/Qwen-2.5-3B-GRPO-Math.f16.gguf new file mode 100644 index 0000000..3b4a8ee --- /dev/null +++ b/Qwen-2.5-3B-GRPO-Math.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:91a6635373ebb6db06840486ddad340707109bbbec47a1341180ad5d92a478b5 +size 6800647392 diff --git a/README.md b/README.md new file mode 100644 index 0000000..4d8ab47 --- /dev/null +++ b/README.md @@ -0,0 +1,68 @@ +--- +base_model: YC-DREAL/Qwen-2.5-3B-GRPO-Math +language: +- en +library_name: transformers +model_name: Qwen-2.5-3B-GRPO-Math +quantized_by: mradermacher +tags: +- generated_from_trainer +- trl +- grpo +--- +## About + + + + + + +static quants of https://huggingface.co/YC-DREAL/Qwen-2.5-3B-GRPO-Math + + +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/Qwen-2.5-3B-GRPO-Math-GGUF/resolve/main/Qwen-2.5-3B-GRPO-Math.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-3B-GRPO-Math-GGUF/resolve/main/Qwen-2.5-3B-GRPO-Math.Q3_K_S.gguf) | Q3_K_S | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-3B-GRPO-Math-GGUF/resolve/main/Qwen-2.5-3B-GRPO-Math.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-3B-GRPO-Math-GGUF/resolve/main/Qwen-2.5-3B-GRPO-Math.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-3B-GRPO-Math-GGUF/resolve/main/Qwen-2.5-3B-GRPO-Math.IQ4_XS.gguf) | IQ4_XS | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-3B-GRPO-Math-GGUF/resolve/main/Qwen-2.5-3B-GRPO-Math.Q4_K_S.gguf) | Q4_K_S | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-3B-GRPO-Math-GGUF/resolve/main/Qwen-2.5-3B-GRPO-Math.Q4_K_M.gguf) | Q4_K_M | 2.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-3B-GRPO-Math-GGUF/resolve/main/Qwen-2.5-3B-GRPO-Math.Q5_K_S.gguf) | Q5_K_S | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-3B-GRPO-Math-GGUF/resolve/main/Qwen-2.5-3B-GRPO-Math.Q5_K_M.gguf) | Q5_K_M | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-3B-GRPO-Math-GGUF/resolve/main/Qwen-2.5-3B-GRPO-Math.Q6_K.gguf) | Q6_K | 2.9 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-3B-GRPO-Math-GGUF/resolve/main/Qwen-2.5-3B-GRPO-Math.Q8_0.gguf) | Q8_0 | 3.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-3B-GRPO-Math-GGUF/resolve/main/Qwen-2.5-3B-GRPO-Math.f16.gguf) | f16 | 6.9 | 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. 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. + +