commit 55df2b993bafbf9eafe3cb3fad3e564b0051954b Author: ModelHub XC Date: Fri May 1 07:26:24 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/MathCoder2-DeepSeekMath-7B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..23a9f7f --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +MathCoder2-DeepSeekMath-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +MathCoder2-DeepSeekMath-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MathCoder2-DeepSeekMath-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MathCoder2-DeepSeekMath-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MathCoder2-DeepSeekMath-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +MathCoder2-DeepSeekMath-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +MathCoder2-DeepSeekMath-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +MathCoder2-DeepSeekMath-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MathCoder2-DeepSeekMath-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text +MathCoder2-DeepSeekMath-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MathCoder2-DeepSeekMath-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MathCoder2-DeepSeekMath-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +MathCoder2-DeepSeekMath-7B.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/MathCoder2-DeepSeekMath-7B.IQ4_XS.gguf b/MathCoder2-DeepSeekMath-7B.IQ4_XS.gguf new file mode 100644 index 0000000..a34371a --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27cafc63260b040434ee7757a49a9d44f90a270a76dcc4d1c78efbd5371f0ed0 +size 3818363328 diff --git a/MathCoder2-DeepSeekMath-7B.Q2_K.gguf b/MathCoder2-DeepSeekMath-7B.Q2_K.gguf new file mode 100644 index 0000000..6cb4e1f --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9111031953341c729b4fbfde433c0c28a1a34c88628e01599a5b13a6a39a50b5 +size 2718423488 diff --git a/MathCoder2-DeepSeekMath-7B.Q3_K_L.gguf b/MathCoder2-DeepSeekMath-7B.Q3_K_L.gguf new file mode 100644 index 0000000..96f606a --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40b4f0aeec67b967a6a86b5085fd366777416cff66aac0dcacff6afbb172ba64 +size 3746273728 diff --git a/MathCoder2-DeepSeekMath-7B.Q3_K_M.gguf b/MathCoder2-DeepSeekMath-7B.Q3_K_M.gguf new file mode 100644 index 0000000..4dd906b --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec9918ff2b1ab607e3ad98ce950026b43333d0ed92c2e77f93b1758a31cb4b9e +size 3461192128 diff --git a/MathCoder2-DeepSeekMath-7B.Q3_K_S.gguf b/MathCoder2-DeepSeekMath-7B.Q3_K_S.gguf new file mode 100644 index 0000000..b7e9409 --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73bd0225a6d0b589c41b7ab3f120167219d40c51ae3feb7a5ede36e535cbfdf8 +size 3138017728 diff --git a/MathCoder2-DeepSeekMath-7B.Q4_0_4_4.gguf b/MathCoder2-DeepSeekMath-7B.Q4_0_4_4.gguf new file mode 100644 index 0000000..d1eb74c --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd1e03d977d97c74b6c1996d519f37985a3dcf68a489e94aae881806c145dda8 +size 4000061888 diff --git a/MathCoder2-DeepSeekMath-7B.Q4_K_M.gguf b/MathCoder2-DeepSeekMath-7B.Q4_K_M.gguf new file mode 100644 index 0000000..6744f9b --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a3724dcfadfdf82b78306a12e396b827d42f28c8b7c68588e43306b95a9aa0a +size 4223359424 diff --git a/MathCoder2-DeepSeekMath-7B.Q4_K_S.gguf b/MathCoder2-DeepSeekMath-7B.Q4_K_S.gguf new file mode 100644 index 0000000..58d3862 --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38629315474cf18a3bf5a8a80cbb1329edc409416fe6d4bccc41d6ac539aba82 +size 4025358784 diff --git a/MathCoder2-DeepSeekMath-7B.Q5_K_M.gguf b/MathCoder2-DeepSeekMath-7B.Q5_K_M.gguf new file mode 100644 index 0000000..ba679b9 --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c8e89ba284e2a4dbc0ebcf0244a97fd57daf788b13de1745b4b7d0c79deedbd +size 4926429632 diff --git a/MathCoder2-DeepSeekMath-7B.Q5_K_S.gguf b/MathCoder2-DeepSeekMath-7B.Q5_K_S.gguf new file mode 100644 index 0000000..0803cca --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:efa0fbcfb26c24adbee1694d7bbd428a03b852c1f60e079d87a51d81a0185c74 +size 4811397568 diff --git a/MathCoder2-DeepSeekMath-7B.Q6_K.gguf b/MathCoder2-DeepSeekMath-7B.Q6_K.gguf new file mode 100644 index 0000000..13fa19c --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:568159fb2a464669dea553c067c630d875bdaf19c18c78687c33e831da3a0e11 +size 5673441728 diff --git a/MathCoder2-DeepSeekMath-7B.Q8_0.gguf b/MathCoder2-DeepSeekMath-7B.Q8_0.gguf new file mode 100644 index 0000000..11cb655 --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fae2f0dbe21c43944a09ff893c6f8e579b57325c23c8c3e2eb8cf9be88d3d646 +size 7346985408 diff --git a/MathCoder2-DeepSeekMath-7B.f16.gguf b/MathCoder2-DeepSeekMath-7B.f16.gguf new file mode 100644 index 0000000..d656563 --- /dev/null +++ b/MathCoder2-DeepSeekMath-7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26bda03c5beb85973f882b238e97d324b4217a58ee3db6dae4c2d83209ba6f47 +size 13825219008 diff --git a/README.md b/README.md new file mode 100644 index 0000000..ec9ef5a --- /dev/null +++ b/README.md @@ -0,0 +1,69 @@ +--- +base_model: MathGenie/MathCoder2-DeepSeekMath-7B +datasets: +- MathGenie/MathCode-Pile +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- math +--- +## About + + + + + + +static quants of https://huggingface.co/MathGenie/MathCoder2-DeepSeekMath-7B + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-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/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.Q3_K_S.gguf) | Q3_K_S | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.Q3_K_L.gguf) | Q3_K_L | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.IQ4_XS.gguf) | IQ4_XS | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.Q4_0_4_4.gguf) | Q4_0_4_4 | 4.1 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.Q4_K_S.gguf) | Q4_K_S | 4.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.Q4_K_M.gguf) | Q4_K_M | 4.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.Q5_K_S.gguf) | Q5_K_S | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.Q5_K_M.gguf) | Q5_K_M | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.Q6_K.gguf) | Q6_K | 5.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.Q8_0.gguf) | Q8_0 | 7.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/MathCoder2-DeepSeekMath-7B-GGUF/resolve/main/MathCoder2-DeepSeekMath-7B.f16.gguf) | f16 | 13.9 | 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. + +