From 53c9fa289819f3f9e6e5098f12a03bdf3e48b78b Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 6 Sep 2026 09:03:16 +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/Qwen2.5-7B-model-math-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++ Qwen2.5-7B-model-math.IQ4_XS.gguf | 3 ++ Qwen2.5-7B-model-math.Q2_K.gguf | 3 ++ Qwen2.5-7B-model-math.Q3_K_L.gguf | 3 ++ Qwen2.5-7B-model-math.Q3_K_M.gguf | 3 ++ Qwen2.5-7B-model-math.Q3_K_S.gguf | 3 ++ Qwen2.5-7B-model-math.Q4_K_M.gguf | 3 ++ Qwen2.5-7B-model-math.Q4_K_S.gguf | 3 ++ Qwen2.5-7B-model-math.Q5_K_M.gguf | 3 ++ Qwen2.5-7B-model-math.Q5_K_S.gguf | 3 ++ Qwen2.5-7B-model-math.Q6_K.gguf | 3 ++ Qwen2.5-7B-model-math.Q8_0.gguf | 3 ++ Qwen2.5-7B-model-math.f16.gguf | 3 ++ README.md | 68 +++++++++++++++++++++++++++++++ 14 files changed, 151 insertions(+) create mode 100644 .gitattributes create mode 100644 Qwen2.5-7B-model-math.IQ4_XS.gguf create mode 100644 Qwen2.5-7B-model-math.Q2_K.gguf create mode 100644 Qwen2.5-7B-model-math.Q3_K_L.gguf create mode 100644 Qwen2.5-7B-model-math.Q3_K_M.gguf create mode 100644 Qwen2.5-7B-model-math.Q3_K_S.gguf create mode 100644 Qwen2.5-7B-model-math.Q4_K_M.gguf create mode 100644 Qwen2.5-7B-model-math.Q4_K_S.gguf create mode 100644 Qwen2.5-7B-model-math.Q5_K_M.gguf create mode 100644 Qwen2.5-7B-model-math.Q5_K_S.gguf create mode 100644 Qwen2.5-7B-model-math.Q6_K.gguf create mode 100644 Qwen2.5-7B-model-math.Q8_0.gguf create mode 100644 Qwen2.5-7B-model-math.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..bd4f257 --- /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 +Qwen2.5-7B-model-math.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-model-math.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-model-math.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-model-math.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-model-math.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-model-math.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-model-math.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-model-math.f16.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-model-math.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-model-math.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-model-math.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-model-math.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen2.5-7B-model-math.IQ4_XS.gguf b/Qwen2.5-7B-model-math.IQ4_XS.gguf new file mode 100644 index 0000000..4ace408 --- /dev/null +++ b/Qwen2.5-7B-model-math.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a74b2ebaf6790576fc4e7907f6a3b009c17538da60e5020657301a62a92fa6e8 +size 4250299200 diff --git a/Qwen2.5-7B-model-math.Q2_K.gguf b/Qwen2.5-7B-model-math.Q2_K.gguf new file mode 100644 index 0000000..9f19bc5 --- /dev/null +++ b/Qwen2.5-7B-model-math.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0325df74848c7c2ec5785bd0d67b9d98c670d0906a0fc7839021d4a62df5e55b +size 3015940928 diff --git a/Qwen2.5-7B-model-math.Q3_K_L.gguf b/Qwen2.5-7B-model-math.Q3_K_L.gguf new file mode 100644 index 0000000..56e8b21 --- /dev/null +++ b/Qwen2.5-7B-model-math.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9909577ca0396e22046cce922c39e5c82aa9d6baf1b39f9801971904e721a9a +size 4088460096 diff --git a/Qwen2.5-7B-model-math.Q3_K_M.gguf b/Qwen2.5-7B-model-math.Q3_K_M.gguf new file mode 100644 index 0000000..5490dfc --- /dev/null +++ b/Qwen2.5-7B-model-math.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7429cce88fe3ed60aa6a255bc6d10ea7c73a332005d6067396d7220ad1593294 +size 3808392000 diff --git a/Qwen2.5-7B-model-math.Q3_K_S.gguf b/Qwen2.5-7B-model-math.Q3_K_S.gguf new file mode 100644 index 0000000..59318a5 --- /dev/null +++ b/Qwen2.5-7B-model-math.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1603812ee069e7bea3924cae6752f9c2c57146be1a84fa978f7edc242b303f8d +size 3492369216 diff --git a/Qwen2.5-7B-model-math.Q4_K_M.gguf b/Qwen2.5-7B-model-math.Q4_K_M.gguf new file mode 100644 index 0000000..3eecdd3 --- /dev/null +++ b/Qwen2.5-7B-model-math.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d8d611c9c51473fbc9e52c100c5df5c055aefca71cec8d204cdd2fa1f7033a5 +size 4683074368 diff --git a/Qwen2.5-7B-model-math.Q4_K_S.gguf b/Qwen2.5-7B-model-math.Q4_K_S.gguf new file mode 100644 index 0000000..e231c89 --- /dev/null +++ b/Qwen2.5-7B-model-math.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9aef46791a355c31de13a55973b5b95ee444a8b0e5d3aea38ecf3264c892fc15 +size 4457769792 diff --git a/Qwen2.5-7B-model-math.Q5_K_M.gguf b/Qwen2.5-7B-model-math.Q5_K_M.gguf new file mode 100644 index 0000000..3363c24 --- /dev/null +++ b/Qwen2.5-7B-model-math.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32eb6012d5769a87e13544dc1b2c864832f20f42a4b54180eb61161612749623 +size 5444832064 diff --git a/Qwen2.5-7B-model-math.Q5_K_S.gguf b/Qwen2.5-7B-model-math.Q5_K_S.gguf new file mode 100644 index 0000000..4cc37e4 --- /dev/null +++ b/Qwen2.5-7B-model-math.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53d6c582a5354f6612cc435940f639f25b0fe974407c088b1d505c0a22d64f45 +size 5315177280 diff --git a/Qwen2.5-7B-model-math.Q6_K.gguf b/Qwen2.5-7B-model-math.Q6_K.gguf new file mode 100644 index 0000000..62a8c18 --- /dev/null +++ b/Qwen2.5-7B-model-math.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c3e42e0b203f7f382c2e137938ee47deda46c9dfdce881fe02ecc2334587a02 +size 6254199616 diff --git a/Qwen2.5-7B-model-math.Q8_0.gguf b/Qwen2.5-7B-model-math.Q8_0.gguf new file mode 100644 index 0000000..3060fe9 --- /dev/null +++ b/Qwen2.5-7B-model-math.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5fdf374b8f0ce25bcd117afdc1f2a7a86d71aba8919b6b4810b43c99c05bf8e +size 8098526016 diff --git a/Qwen2.5-7B-model-math.f16.gguf b/Qwen2.5-7B-model-math.f16.gguf new file mode 100644 index 0000000..4b9a26a --- /dev/null +++ b/Qwen2.5-7B-model-math.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d747b421972168c37b0282abcccb930dd26d1e97f0bd0194fac33258117ab09c +size 15237854016 diff --git a/README.md b/README.md new file mode 100644 index 0000000..fa70409 --- /dev/null +++ b/README.md @@ -0,0 +1,68 @@ +--- +base_model: ai-blond/Qwen2.5-7B-model-math +language: +- ru +library_name: transformers +license: mit +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- qwen2 +--- +## About + + + + + + +static quants of https://huggingface.co/ai-blond/Qwen2.5-7B-model-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/Qwen2.5-7B-model-math-GGUF/resolve/main/Qwen2.5-7B-model-math.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-model-math-GGUF/resolve/main/Qwen2.5-7B-model-math.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-model-math-GGUF/resolve/main/Qwen2.5-7B-model-math.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-model-math-GGUF/resolve/main/Qwen2.5-7B-model-math.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-model-math-GGUF/resolve/main/Qwen2.5-7B-model-math.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-model-math-GGUF/resolve/main/Qwen2.5-7B-model-math.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-model-math-GGUF/resolve/main/Qwen2.5-7B-model-math.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-model-math-GGUF/resolve/main/Qwen2.5-7B-model-math.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-model-math-GGUF/resolve/main/Qwen2.5-7B-model-math.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-model-math-GGUF/resolve/main/Qwen2.5-7B-model-math.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-model-math-GGUF/resolve/main/Qwen2.5-7B-model-math.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-model-math-GGUF/resolve/main/Qwen2.5-7B-model-math.f16.gguf) | f16 | 15.3 | 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. + +