From bf4c2712113e80248e1ec8466422679d36372e83 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 10 May 2026 21:17:33 +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/MathSaka-7.6B-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++++++++++ MathSaka-7.6B.IQ4_XS.gguf | 3 ++ MathSaka-7.6B.Q2_K.gguf | 3 ++ MathSaka-7.6B.Q3_K_L.gguf | 3 ++ MathSaka-7.6B.Q3_K_M.gguf | 3 ++ MathSaka-7.6B.Q3_K_S.gguf | 3 ++ MathSaka-7.6B.Q4_K_M.gguf | 3 ++ MathSaka-7.6B.Q4_K_S.gguf | 3 ++ MathSaka-7.6B.Q5_K_M.gguf | 3 ++ MathSaka-7.6B.Q5_K_S.gguf | 3 ++ MathSaka-7.6B.Q6_K.gguf | 3 ++ MathSaka-7.6B.Q8_0.gguf | 3 ++ MathSaka-7.6B.f16.gguf | 3 ++ README.md | 66 +++++++++++++++++++++++++++++++++++++++ 14 files changed, 149 insertions(+) create mode 100644 .gitattributes create mode 100644 MathSaka-7.6B.IQ4_XS.gguf create mode 100644 MathSaka-7.6B.Q2_K.gguf create mode 100644 MathSaka-7.6B.Q3_K_L.gguf create mode 100644 MathSaka-7.6B.Q3_K_M.gguf create mode 100644 MathSaka-7.6B.Q3_K_S.gguf create mode 100644 MathSaka-7.6B.Q4_K_M.gguf create mode 100644 MathSaka-7.6B.Q4_K_S.gguf create mode 100644 MathSaka-7.6B.Q5_K_M.gguf create mode 100644 MathSaka-7.6B.Q5_K_S.gguf create mode 100644 MathSaka-7.6B.Q6_K.gguf create mode 100644 MathSaka-7.6B.Q8_0.gguf create mode 100644 MathSaka-7.6B.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..3ce11d4 --- /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 +MathSaka-7.6B.f16.gguf filter=lfs diff=lfs merge=lfs -text +MathSaka-7.6B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MathSaka-7.6B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +MathSaka-7.6B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +MathSaka-7.6B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +MathSaka-7.6B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MathSaka-7.6B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MathSaka-7.6B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +MathSaka-7.6B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MathSaka-7.6B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MathSaka-7.6B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MathSaka-7.6B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/MathSaka-7.6B.IQ4_XS.gguf b/MathSaka-7.6B.IQ4_XS.gguf new file mode 100644 index 0000000..805fb89 --- /dev/null +++ b/MathSaka-7.6B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63979db14ce25d6379f5305a74bd036e60e4cd73cdd12f7d27f76598a7852005 +size 4250299680 diff --git a/MathSaka-7.6B.Q2_K.gguf b/MathSaka-7.6B.Q2_K.gguf new file mode 100644 index 0000000..d0fce22 --- /dev/null +++ b/MathSaka-7.6B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff57dd3ca0aafc15eced17cf0c4dbc26afb5f551a81b3d529ea7e4e98eef2de6 +size 3015941408 diff --git a/MathSaka-7.6B.Q3_K_L.gguf b/MathSaka-7.6B.Q3_K_L.gguf new file mode 100644 index 0000000..5f91e24 --- /dev/null +++ b/MathSaka-7.6B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6538a21a4277774abd0523809a310e06a5f4346309121f781f68ae301488859b +size 4088460576 diff --git a/MathSaka-7.6B.Q3_K_M.gguf b/MathSaka-7.6B.Q3_K_M.gguf new file mode 100644 index 0000000..77d7e83 --- /dev/null +++ b/MathSaka-7.6B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23caffa32608953cf8840d6d370c0ed6b297ea0226c7d5ffc046fc1279443f8d +size 3808392480 diff --git a/MathSaka-7.6B.Q3_K_S.gguf b/MathSaka-7.6B.Q3_K_S.gguf new file mode 100644 index 0000000..cad3bd2 --- /dev/null +++ b/MathSaka-7.6B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:867d36bee343177d0e1922a74b9d2c8e5f7fab92f7139ba4af23c15e45bd57b4 +size 3492369696 diff --git a/MathSaka-7.6B.Q4_K_M.gguf b/MathSaka-7.6B.Q4_K_M.gguf new file mode 100644 index 0000000..b582962 --- /dev/null +++ b/MathSaka-7.6B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:91594c2676daca968656034e6e0671b5dca160e53644fb454f8ecb2bc0e082c6 +size 4683074848 diff --git a/MathSaka-7.6B.Q4_K_S.gguf b/MathSaka-7.6B.Q4_K_S.gguf new file mode 100644 index 0000000..998075c --- /dev/null +++ b/MathSaka-7.6B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af915b5a545741e8488a47acaa1a43ce96d59570bc342752eef64c9598217bd2 +size 4457770272 diff --git a/MathSaka-7.6B.Q5_K_M.gguf b/MathSaka-7.6B.Q5_K_M.gguf new file mode 100644 index 0000000..b68f08f --- /dev/null +++ b/MathSaka-7.6B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d73f1b6731c215332040655f6fd7ea86fcb614c446eaee3e6921d52fb0fc0aa5 +size 5444832544 diff --git a/MathSaka-7.6B.Q5_K_S.gguf b/MathSaka-7.6B.Q5_K_S.gguf new file mode 100644 index 0000000..f82454f --- /dev/null +++ b/MathSaka-7.6B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a13d908adc5347e6f77f2df8fd270f041080ed0c3c28753c344aa533e8a99784 +size 5315177760 diff --git a/MathSaka-7.6B.Q6_K.gguf b/MathSaka-7.6B.Q6_K.gguf new file mode 100644 index 0000000..32fb5f0 --- /dev/null +++ b/MathSaka-7.6B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ebb31b633b172307e02570e386b9675ad849c7343321e6e92c468122b93e8ae +size 6254200096 diff --git a/MathSaka-7.6B.Q8_0.gguf b/MathSaka-7.6B.Q8_0.gguf new file mode 100644 index 0000000..215cd93 --- /dev/null +++ b/MathSaka-7.6B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1568e0d33378858926c60dff2ddffb0288f33c94f52c19d1c121b3b9a7a498ba +size 8098526496 diff --git a/MathSaka-7.6B.f16.gguf b/MathSaka-7.6B.f16.gguf new file mode 100644 index 0000000..943fd29 --- /dev/null +++ b/MathSaka-7.6B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1752fa4348113b5ea74d9cf1598b646480bfb32b19b0d1a7f37a6cdac24eefc +size 15237854496 diff --git a/README.md b/README.md new file mode 100644 index 0000000..4b5c3f8 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: Sakalti/MathSaka-7.6B +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + +static quants of https://huggingface.co/Sakalti/MathSaka-7.6B + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/MathSaka-7.6B-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/MathSaka-7.6B-GGUF/resolve/main/MathSaka-7.6B.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/MathSaka-7.6B-GGUF/resolve/main/MathSaka-7.6B.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/MathSaka-7.6B-GGUF/resolve/main/MathSaka-7.6B.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/MathSaka-7.6B-GGUF/resolve/main/MathSaka-7.6B.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/MathSaka-7.6B-GGUF/resolve/main/MathSaka-7.6B.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/MathSaka-7.6B-GGUF/resolve/main/MathSaka-7.6B.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/MathSaka-7.6B-GGUF/resolve/main/MathSaka-7.6B.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/MathSaka-7.6B-GGUF/resolve/main/MathSaka-7.6B.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/MathSaka-7.6B-GGUF/resolve/main/MathSaka-7.6B.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/MathSaka-7.6B-GGUF/resolve/main/MathSaka-7.6B.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/MathSaka-7.6B-GGUF/resolve/main/MathSaka-7.6B.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/MathSaka-7.6B-GGUF/resolve/main/MathSaka-7.6B.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. + +