commit dc25b81e43a0aeef1f27342d6f43c53553990d80 Author: ModelHub XC Date: Sun Jun 14 12:17:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/SRFT-Qwen2.5-Math-7B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..79b1cf7 --- /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 +SRFT-Qwen2.5-Math-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SRFT-Qwen2.5-Math-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SRFT-Qwen2.5-Math-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SRFT-Qwen2.5-Math-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SRFT-Qwen2.5-Math-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SRFT-Qwen2.5-Math-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SRFT-Qwen2.5-Math-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SRFT-Qwen2.5-Math-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SRFT-Qwen2.5-Math-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SRFT-Qwen2.5-Math-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SRFT-Qwen2.5-Math-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text +SRFT-Qwen2.5-Math-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b481af9 --- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +arxiv: 2506.19767 +base_model: Yuqian-Fu/SRFT-Qwen2.5-Math-7B +datasets: +- Elliott/Openr1-Math-46k-8192 +language: +- en +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Yuqian-Fu/SRFT-Qwen2.5-Math-7B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#SRFT-Qwen2.5-Math-7B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/SRFT-Qwen2.5-Math-7B-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/SRFT-Qwen2.5-Math-7B-GGUF/resolve/main/SRFT-Qwen2.5-Math-7B.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/SRFT-Qwen2.5-Math-7B-GGUF/resolve/main/SRFT-Qwen2.5-Math-7B.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/SRFT-Qwen2.5-Math-7B-GGUF/resolve/main/SRFT-Qwen2.5-Math-7B.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SRFT-Qwen2.5-Math-7B-GGUF/resolve/main/SRFT-Qwen2.5-Math-7B.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/SRFT-Qwen2.5-Math-7B-GGUF/resolve/main/SRFT-Qwen2.5-Math-7B.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/SRFT-Qwen2.5-Math-7B-GGUF/resolve/main/SRFT-Qwen2.5-Math-7B.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SRFT-Qwen2.5-Math-7B-GGUF/resolve/main/SRFT-Qwen2.5-Math-7B.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SRFT-Qwen2.5-Math-7B-GGUF/resolve/main/SRFT-Qwen2.5-Math-7B.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/SRFT-Qwen2.5-Math-7B-GGUF/resolve/main/SRFT-Qwen2.5-Math-7B.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/SRFT-Qwen2.5-Math-7B-GGUF/resolve/main/SRFT-Qwen2.5-Math-7B.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SRFT-Qwen2.5-Math-7B-GGUF/resolve/main/SRFT-Qwen2.5-Math-7B.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SRFT-Qwen2.5-Math-7B-GGUF/resolve/main/SRFT-Qwen2.5-Math-7B.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. + + diff --git a/SRFT-Qwen2.5-Math-7B.IQ4_XS.gguf b/SRFT-Qwen2.5-Math-7B.IQ4_XS.gguf new file mode 100644 index 0000000..cae06c2 --- /dev/null +++ b/SRFT-Qwen2.5-Math-7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6e076732fefe20aceca58ea907dfc62e5de2daf494f1c9ae7171552d88ec7b2e +size 4250298080 diff --git a/SRFT-Qwen2.5-Math-7B.Q2_K.gguf b/SRFT-Qwen2.5-Math-7B.Q2_K.gguf new file mode 100644 index 0000000..6b33dfe --- /dev/null +++ b/SRFT-Qwen2.5-Math-7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee252445d2e2291e8413281b4c6e6734b9ebc49b48b5206634ddc1068568b5d3 +size 3015939808 diff --git a/SRFT-Qwen2.5-Math-7B.Q3_K_L.gguf b/SRFT-Qwen2.5-Math-7B.Q3_K_L.gguf new file mode 100644 index 0000000..246c77d --- /dev/null +++ b/SRFT-Qwen2.5-Math-7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a0689d5dd79907c11acde27cee393d4525cf2901a2869c423654afd737a8a14 +size 4088458976 diff --git a/SRFT-Qwen2.5-Math-7B.Q3_K_M.gguf b/SRFT-Qwen2.5-Math-7B.Q3_K_M.gguf new file mode 100644 index 0000000..700143a --- /dev/null +++ b/SRFT-Qwen2.5-Math-7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3f44862704ba027fbd298b37e5f10c05415502b095fa57cbd8536bde2b86fb7 +size 3808390880 diff --git a/SRFT-Qwen2.5-Math-7B.Q3_K_S.gguf b/SRFT-Qwen2.5-Math-7B.Q3_K_S.gguf new file mode 100644 index 0000000..730a8ae --- /dev/null +++ b/SRFT-Qwen2.5-Math-7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5afd797715a8039c174afa464ef647d635c8169eb69f1ef2ef662281125edd7e +size 3492368096 diff --git a/SRFT-Qwen2.5-Math-7B.Q4_K_M.gguf b/SRFT-Qwen2.5-Math-7B.Q4_K_M.gguf new file mode 100644 index 0000000..cf6977e --- /dev/null +++ b/SRFT-Qwen2.5-Math-7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7ee3322932141e3b09788152e9dacdc8bdc1d6c30d9ce332fc78f851ac6c7db +size 4683073248 diff --git a/SRFT-Qwen2.5-Math-7B.Q4_K_S.gguf b/SRFT-Qwen2.5-Math-7B.Q4_K_S.gguf new file mode 100644 index 0000000..9bb1b78 --- /dev/null +++ b/SRFT-Qwen2.5-Math-7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4cd5e3cfa3e2a20284159944ede073c6f98daa6d76d7525e465c62ca9ecb98af +size 4457768672 diff --git a/SRFT-Qwen2.5-Math-7B.Q5_K_M.gguf b/SRFT-Qwen2.5-Math-7B.Q5_K_M.gguf new file mode 100644 index 0000000..9b1ec50 --- /dev/null +++ b/SRFT-Qwen2.5-Math-7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9bbbf46de65cdfa995cf51c729e0735ed62653fb6384a8eb852a16e9a3ffde7 +size 5444830944 diff --git a/SRFT-Qwen2.5-Math-7B.Q5_K_S.gguf b/SRFT-Qwen2.5-Math-7B.Q5_K_S.gguf new file mode 100644 index 0000000..11a3d0f --- /dev/null +++ b/SRFT-Qwen2.5-Math-7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17b41fac6fb7111ac6ea3aac36603e03e9f1c2d901d24913ae75a19167bba443 +size 5315176160 diff --git a/SRFT-Qwen2.5-Math-7B.Q6_K.gguf b/SRFT-Qwen2.5-Math-7B.Q6_K.gguf new file mode 100644 index 0000000..1237513 --- /dev/null +++ b/SRFT-Qwen2.5-Math-7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:099b1af5910654d6b111536952326a1160fb4fad2c4c2ea54546d10795206ad0 +size 6254198496 diff --git a/SRFT-Qwen2.5-Math-7B.Q8_0.gguf b/SRFT-Qwen2.5-Math-7B.Q8_0.gguf new file mode 100644 index 0000000..701079b --- /dev/null +++ b/SRFT-Qwen2.5-Math-7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23d9a9785d1537988c7f17b3dc783bbaa67ba213c19837e9debb1d225cc177ce +size 8098524896 diff --git a/SRFT-Qwen2.5-Math-7B.f16.gguf b/SRFT-Qwen2.5-Math-7B.f16.gguf new file mode 100644 index 0000000..abac6ee --- /dev/null +++ b/SRFT-Qwen2.5-Math-7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86962603dd0529db855478003aa01877eb3688d6abaa741b01fe08408e077525 +size 15237852896