commit 1bc3671194d42f7bb13830d6c83808cf89ffa2dd Author: ModelHub XC Date: Sun Apr 26 15:56:31 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Math-Mixtral-7B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..9b86f81 --- /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 +Math-Mixtral-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Math-Mixtral-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Math-Mixtral-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Math-Mixtral-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Math-Mixtral-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Math-Mixtral-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Math-Mixtral-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Math-Mixtral-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Math-Mixtral-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Math-Mixtral-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Math-Mixtral-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text +Math-Mixtral-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Math-Mixtral-7B.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Math-Mixtral-7B.IQ4_XS.gguf b/Math-Mixtral-7B.IQ4_XS.gguf new file mode 100644 index 0000000..893522e --- /dev/null +++ b/Math-Mixtral-7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4e63e78a8944fea74edf248de1d375eaf7102bb57b8b4c7fb5bd72789401aa9 +size 3944390208 diff --git a/Math-Mixtral-7B.Q2_K.gguf b/Math-Mixtral-7B.Q2_K.gguf new file mode 100644 index 0000000..4288545 --- /dev/null +++ b/Math-Mixtral-7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6688cbde58fae828c757b6f97c576012fa4548996037593c2738392ee979a258 +size 2719243840 diff --git a/Math-Mixtral-7B.Q3_K_L.gguf b/Math-Mixtral-7B.Q3_K_L.gguf new file mode 100644 index 0000000..fa11532 --- /dev/null +++ b/Math-Mixtral-7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c84839344a7a3f1dde2079422342bf78cb9bc3bac1e4d124aafe700bbe3c4dad +size 3822026304 diff --git a/Math-Mixtral-7B.Q3_K_M.gguf b/Math-Mixtral-7B.Q3_K_M.gguf new file mode 100644 index 0000000..98301b4 --- /dev/null +++ b/Math-Mixtral-7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86c9ba3d157aeb02db7b27cee1d012f211680db8042200de5c118838edc996dd +size 3518987840 diff --git a/Math-Mixtral-7B.Q3_K_S.gguf b/Math-Mixtral-7B.Q3_K_S.gguf new file mode 100644 index 0000000..79eb1ed --- /dev/null +++ b/Math-Mixtral-7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5d75422a4829e8f38c442c43ba3d36d3560a37d2ab24f681be95ae06a75ad27 +size 3164569152 diff --git a/Math-Mixtral-7B.Q4_0_4_4.gguf b/Math-Mixtral-7B.Q4_0_4_4.gguf new file mode 100644 index 0000000..80734c4 --- /dev/null +++ b/Math-Mixtral-7B.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5005dae14e39535670eecc89ae49fba7c291306e0225d6ed367db9d87ccb3a3 +size 4108918336 diff --git a/Math-Mixtral-7B.Q4_K_M.gguf b/Math-Mixtral-7B.Q4_K_M.gguf new file mode 100644 index 0000000..0a99d76 --- /dev/null +++ b/Math-Mixtral-7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed01c4a11c126ee78cd5e5a41c8f8fdb85045451263009c8017aa59482278db9 +size 4368440896 diff --git a/Math-Mixtral-7B.Q4_K_S.gguf b/Math-Mixtral-7B.Q4_K_S.gguf new file mode 100644 index 0000000..e74633b --- /dev/null +++ b/Math-Mixtral-7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d784d8cfbdb100ce4db45f0da419e8ad2a626555e7114d5fe46ff6d3c49ceff +size 4140375616 diff --git a/Math-Mixtral-7B.Q5_K_M.gguf b/Math-Mixtral-7B.Q5_K_M.gguf new file mode 100644 index 0000000..1557bb7 --- /dev/null +++ b/Math-Mixtral-7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ddd3b439e9713df27d0e586494da35bc9ca3b312b19de456afdf43170df9a9f1 +size 5131411008 diff --git a/Math-Mixtral-7B.Q5_K_S.gguf b/Math-Mixtral-7B.Q5_K_S.gguf new file mode 100644 index 0000000..b455191 --- /dev/null +++ b/Math-Mixtral-7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d3b21d37b2888696a5390f5d98917303a8edb7424b6b6bea33232726995a85a +size 4997717568 diff --git a/Math-Mixtral-7B.Q6_K.gguf b/Math-Mixtral-7B.Q6_K.gguf new file mode 100644 index 0000000..10b31b4 --- /dev/null +++ b/Math-Mixtral-7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c4e28fdb21eb2fb63c9e33bf5bbfbfebd7d7ab4e38ead76e7ec30ca49ef011f +size 5942066752 diff --git a/Math-Mixtral-7B.Q8_0.gguf b/Math-Mixtral-7B.Q8_0.gguf new file mode 100644 index 0000000..70caca4 --- /dev/null +++ b/Math-Mixtral-7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1abcd797d502bd0c0c45399c31344ed3a28c620618a68fe666799c7d0e59f9e0 +size 7695859264 diff --git a/Math-Mixtral-7B.f16.gguf b/Math-Mixtral-7B.f16.gguf new file mode 100644 index 0000000..010e98c --- /dev/null +++ b/Math-Mixtral-7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e29f9c036bbf57706e96aa808c202d9ab641c8c4325c479286924370251d1d0 +size 14484733504 diff --git a/README.md b/README.md new file mode 100644 index 0000000..7c06fa5 --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: DT12the/Math-Mixtral-7B +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + +static quants of https://huggingface.co/DT12the/Math-Mixtral-7B + + +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/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.Q4_0_4_4.gguf) | Q4_0_4_4 | 4.2 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Math-Mixtral-7B-GGUF/resolve/main/Math-Mixtral-7B.f16.gguf) | f16 | 14.6 | 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. + +