From 038aef5500dcdcd84708183b0908e617a71052f6 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 9 May 2026 20:48:40 +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/Aurora-SCE-12B-i1-GGUF Source: Original Platform --- .gitattributes | 59 +++++++++++++++++++++++++ Aurora-SCE-12B.i1-IQ1_M.gguf | 3 ++ Aurora-SCE-12B.i1-IQ1_S.gguf | 3 ++ Aurora-SCE-12B.i1-IQ2_M.gguf | 3 ++ Aurora-SCE-12B.i1-IQ2_S.gguf | 3 ++ Aurora-SCE-12B.i1-IQ2_XS.gguf | 3 ++ Aurora-SCE-12B.i1-IQ2_XXS.gguf | 3 ++ Aurora-SCE-12B.i1-IQ3_M.gguf | 3 ++ Aurora-SCE-12B.i1-IQ3_S.gguf | 3 ++ Aurora-SCE-12B.i1-IQ3_XS.gguf | 3 ++ Aurora-SCE-12B.i1-IQ3_XXS.gguf | 3 ++ Aurora-SCE-12B.i1-IQ4_NL.gguf | 3 ++ Aurora-SCE-12B.i1-IQ4_XS.gguf | 3 ++ Aurora-SCE-12B.i1-Q2_K.gguf | 3 ++ Aurora-SCE-12B.i1-Q2_K_S.gguf | 3 ++ Aurora-SCE-12B.i1-Q3_K_L.gguf | 3 ++ Aurora-SCE-12B.i1-Q3_K_M.gguf | 3 ++ Aurora-SCE-12B.i1-Q3_K_S.gguf | 3 ++ Aurora-SCE-12B.i1-Q4_0.gguf | 3 ++ Aurora-SCE-12B.i1-Q4_1.gguf | 3 ++ Aurora-SCE-12B.i1-Q4_K_M.gguf | 3 ++ Aurora-SCE-12B.i1-Q4_K_S.gguf | 3 ++ Aurora-SCE-12B.i1-Q5_K_M.gguf | 3 ++ Aurora-SCE-12B.i1-Q5_K_S.gguf | 3 ++ Aurora-SCE-12B.i1-Q6_K.gguf | 3 ++ README.md | 80 ++++++++++++++++++++++++++++++++++ 26 files changed, 211 insertions(+) create mode 100644 .gitattributes create mode 100644 Aurora-SCE-12B.i1-IQ1_M.gguf create mode 100644 Aurora-SCE-12B.i1-IQ1_S.gguf create mode 100644 Aurora-SCE-12B.i1-IQ2_M.gguf create mode 100644 Aurora-SCE-12B.i1-IQ2_S.gguf create mode 100644 Aurora-SCE-12B.i1-IQ2_XS.gguf create mode 100644 Aurora-SCE-12B.i1-IQ2_XXS.gguf create mode 100644 Aurora-SCE-12B.i1-IQ3_M.gguf create mode 100644 Aurora-SCE-12B.i1-IQ3_S.gguf create mode 100644 Aurora-SCE-12B.i1-IQ3_XS.gguf create mode 100644 Aurora-SCE-12B.i1-IQ3_XXS.gguf create mode 100644 Aurora-SCE-12B.i1-IQ4_NL.gguf create mode 100644 Aurora-SCE-12B.i1-IQ4_XS.gguf create mode 100644 Aurora-SCE-12B.i1-Q2_K.gguf create mode 100644 Aurora-SCE-12B.i1-Q2_K_S.gguf create mode 100644 Aurora-SCE-12B.i1-Q3_K_L.gguf create mode 100644 Aurora-SCE-12B.i1-Q3_K_M.gguf create mode 100644 Aurora-SCE-12B.i1-Q3_K_S.gguf create mode 100644 Aurora-SCE-12B.i1-Q4_0.gguf create mode 100644 Aurora-SCE-12B.i1-Q4_1.gguf create mode 100644 Aurora-SCE-12B.i1-Q4_K_M.gguf create mode 100644 Aurora-SCE-12B.i1-Q4_K_S.gguf create mode 100644 Aurora-SCE-12B.i1-Q5_K_M.gguf create mode 100644 Aurora-SCE-12B.i1-Q5_K_S.gguf create mode 100644 Aurora-SCE-12B.i1-Q6_K.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..f7d644e --- /dev/null +++ b/.gitattributes @@ -0,0 +1,59 @@ +*.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 +Aurora-SCE-12B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Aurora-SCE-12B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Aurora-SCE-12B.i1-IQ1_M.gguf b/Aurora-SCE-12B.i1-IQ1_M.gguf new file mode 100644 index 0000000..085c2bf --- /dev/null +++ b/Aurora-SCE-12B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3134bcd70d9f3220514cbe450f506b75ded9282ccadb67c76b37f64a0bd3cce9 +size 3221625888 diff --git a/Aurora-SCE-12B.i1-IQ1_S.gguf b/Aurora-SCE-12B.i1-IQ1_S.gguf new file mode 100644 index 0000000..27c4692 --- /dev/null +++ b/Aurora-SCE-12B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5bb80af6f60dce5f226e25927eb23cdb240e1b523298617511a22e18cea61dc0 +size 2999213088 diff --git a/Aurora-SCE-12B.i1-IQ2_M.gguf b/Aurora-SCE-12B.i1-IQ2_M.gguf new file mode 100644 index 0000000..a04fad7 --- /dev/null +++ b/Aurora-SCE-12B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8602aa007f6565b4bb2f115b187c9007e7125b278c1c62822af396ecf0737e0f +size 4435024928 diff --git a/Aurora-SCE-12B.i1-IQ2_S.gguf b/Aurora-SCE-12B.i1-IQ2_S.gguf new file mode 100644 index 0000000..954c4ba --- /dev/null +++ b/Aurora-SCE-12B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc26553f503164262ef43fbece81d88ba454c1f6870f583282bc34240821c0bb +size 4138474528 diff --git a/Aurora-SCE-12B.i1-IQ2_XS.gguf b/Aurora-SCE-12B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..1d538a6 --- /dev/null +++ b/Aurora-SCE-12B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c153ea6efb073a4b2daeb2a667bcfd3ab1ba6e66be5f9508a9385d6bccfff84b +size 3915078688 diff --git a/Aurora-SCE-12B.i1-IQ2_XXS.gguf b/Aurora-SCE-12B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..53bab28 --- /dev/null +++ b/Aurora-SCE-12B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8b70c30da5a7a49aff69efc76454ee51b92f942e872fa52a4668cf9673656c1 +size 3592313888 diff --git a/Aurora-SCE-12B.i1-IQ3_M.gguf b/Aurora-SCE-12B.i1-IQ3_M.gguf new file mode 100644 index 0000000..ff5d230 --- /dev/null +++ b/Aurora-SCE-12B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c92a2e2c5928a970a040c9c96171e5ed1889113cbe1d1521f8fb8612ac96b952 +size 5722233888 diff --git a/Aurora-SCE-12B.i1-IQ3_S.gguf b/Aurora-SCE-12B.i1-IQ3_S.gguf new file mode 100644 index 0000000..74df17c --- /dev/null +++ b/Aurora-SCE-12B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b4d8a5a35e29d396aa50fc939c7291db7782e69015bf01769ca7db58a164fa8 +size 5562080288 diff --git a/Aurora-SCE-12B.i1-IQ3_XS.gguf b/Aurora-SCE-12B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..4c0ea3e --- /dev/null +++ b/Aurora-SCE-12B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b38deec39a58422df81ed51fc92254216577e3a946fd4813ea3ce4fecfde4998 +size 5306489888 diff --git a/Aurora-SCE-12B.i1-IQ3_XXS.gguf b/Aurora-SCE-12B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..b28c21c --- /dev/null +++ b/Aurora-SCE-12B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b34dccf718fdc0ef32837e45e550dbd7304bc567e9cffc9ecbc13c9e4e9cfc3 +size 4945386528 diff --git a/Aurora-SCE-12B.i1-IQ4_NL.gguf b/Aurora-SCE-12B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..c46f414 --- /dev/null +++ b/Aurora-SCE-12B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6412b1bcc4739314850e9792d636043bb70509c12ddf5fab68253ed8490cdb8 +size 7097916448 diff --git a/Aurora-SCE-12B.i1-IQ4_XS.gguf b/Aurora-SCE-12B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..299b86e --- /dev/null +++ b/Aurora-SCE-12B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4ae3d49ab24d55422fdbf1f852c96991b9137cc793d652459a2c22715ea3c7e +size 6742711328 diff --git a/Aurora-SCE-12B.i1-Q2_K.gguf b/Aurora-SCE-12B.i1-Q2_K.gguf new file mode 100644 index 0000000..aae58a8 --- /dev/null +++ b/Aurora-SCE-12B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b2aaeba694f82db8ca989ee885748f7835745c900f1b548e0c480964da89a5b +size 4791049248 diff --git a/Aurora-SCE-12B.i1-Q2_K_S.gguf b/Aurora-SCE-12B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..74a9cb0 --- /dev/null +++ b/Aurora-SCE-12B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a195f5d4cec3cb0e973c18e8d27bef2dbe0a0122728cd81405fdd28fc08a1fac +size 4493679648 diff --git a/Aurora-SCE-12B.i1-Q3_K_L.gguf b/Aurora-SCE-12B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..ff1cd0f --- /dev/null +++ b/Aurora-SCE-12B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ead2c47f73f09569ea73f8cd0fb05704c264e413576a53f57d8ebcc43d2da522 +size 6561504288 diff --git a/Aurora-SCE-12B.i1-Q3_K_M.gguf b/Aurora-SCE-12B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..cb293c4 --- /dev/null +++ b/Aurora-SCE-12B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:328aa499266fed615f9cf7c10cdbef9888945edf47c11076019de817ea3dfdc1 +size 6083091488 diff --git a/Aurora-SCE-12B.i1-Q3_K_S.gguf b/Aurora-SCE-12B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..c80af15 --- /dev/null +++ b/Aurora-SCE-12B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd94bc7c0d8586c87d823a06c2009e8c7e4776ada98aa6c45a3f915f52c736d0 +size 5534227488 diff --git a/Aurora-SCE-12B.i1-Q4_0.gguf b/Aurora-SCE-12B.i1-Q4_0.gguf new file mode 100644 index 0000000..6f9128d --- /dev/null +++ b/Aurora-SCE-12B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:593c9f3cdce900bd8ea618d6b0300618d6bad4f2649f071b4f73d290b5e098e5 +size 7094639648 diff --git a/Aurora-SCE-12B.i1-Q4_1.gguf b/Aurora-SCE-12B.i1-Q4_1.gguf new file mode 100644 index 0000000..3595514 --- /dev/null +++ b/Aurora-SCE-12B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0e0d077d5b00ca60ca12a2eaa3714a191c0114204fe48c4ee0505720f7262b1 +size 7795219488 diff --git a/Aurora-SCE-12B.i1-Q4_K_M.gguf b/Aurora-SCE-12B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..ca1d27e --- /dev/null +++ b/Aurora-SCE-12B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16446cf39bab9fe2cab3cdc3d9a59285db479f022eb15b4b42c7b927e25853ca +size 7477206048 diff --git a/Aurora-SCE-12B.i1-Q4_K_S.gguf b/Aurora-SCE-12B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..a139aa8 --- /dev/null +++ b/Aurora-SCE-12B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fac663a7ef836ee2733c6138bd6c85efde707c8607e467cabbead9238f52d0db +size 7120198688 diff --git a/Aurora-SCE-12B.i1-Q5_K_M.gguf b/Aurora-SCE-12B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..b270a2a --- /dev/null +++ b/Aurora-SCE-12B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:702f721fe3198f06978b50d8b3f2e6e1ef2941bdb4d85adf2c905041416aa912 +size 8727632928 diff --git a/Aurora-SCE-12B.i1-Q5_K_S.gguf b/Aurora-SCE-12B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..72cf505 --- /dev/null +++ b/Aurora-SCE-12B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b09642aa1b2084a91ed9866f118d31582a7b4d6ad304a7c02d5639e06bd0cd99 +size 8518736928 diff --git a/Aurora-SCE-12B.i1-Q6_K.gguf b/Aurora-SCE-12B.i1-Q6_K.gguf new file mode 100644 index 0000000..829b493 --- /dev/null +++ b/Aurora-SCE-12B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4fb6188688c4f5ee79c8b8dbeee1281269d3cbf678ceffaa0f6ff692980ae1ec +size 10056211488 diff --git a/README.md b/README.md new file mode 100644 index 0000000..9b403e7 --- /dev/null +++ b/README.md @@ -0,0 +1,80 @@ +--- +base_model: yamatazen/Aurora-SCE-12B +language: +- en +- ja +library_name: transformers +quantized_by: mradermacher +tags: +- mergekit +- merge +- chatml +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/yamatazen/Aurora-SCE-12B + + +static quants are available at https://huggingface.co/mradermacher/Aurora-SCE-12B-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/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-IQ1_S.gguf) | i1-IQ1_S | 3.1 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-IQ1_M.gguf) | i1-IQ1_M | 3.3 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-IQ2_S.gguf) | i1-IQ2_S | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-IQ2_M.gguf) | i1-IQ2_M | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 4.6 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-Q2_K.gguf) | i1-Q2_K | 4.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-IQ3_S.gguf) | i1-IQ3_S | 5.7 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-IQ3_M.gguf) | i1-IQ3_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 6.7 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 6.8 | | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-Q4_0.gguf) | i1-Q4_0 | 7.2 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 7.2 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.2 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 7.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-Q4_1.gguf) | i1-Q4_1 | 7.9 | | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 8.6 | | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 8.8 | | +| [GGUF](https://huggingface.co/mradermacher/Aurora-SCE-12B-i1-GGUF/resolve/main/Aurora-SCE-12B.i1-Q6_K.gguf) | i1-Q6_K | 10.2 | practically like static Q6_K | + +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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + +