From 28cb0b35dc8647a050f655c0bf754aceee94c12d Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 5 Jun 2026 18:18:17 +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/DellaMix-12B-i1-GGUF Source: Original Platform --- .gitattributes | 60 ++++++++++++++++++++++++ DellaMix-12B.i1-IQ1_M.gguf | 3 ++ DellaMix-12B.i1-IQ1_S.gguf | 3 ++ DellaMix-12B.i1-IQ2_M.gguf | 3 ++ DellaMix-12B.i1-IQ2_S.gguf | 3 ++ DellaMix-12B.i1-IQ2_XS.gguf | 3 ++ DellaMix-12B.i1-IQ2_XXS.gguf | 3 ++ DellaMix-12B.i1-IQ3_M.gguf | 3 ++ DellaMix-12B.i1-IQ3_S.gguf | 3 ++ DellaMix-12B.i1-IQ3_XS.gguf | 3 ++ DellaMix-12B.i1-IQ3_XXS.gguf | 3 ++ DellaMix-12B.i1-IQ4_NL.gguf | 3 ++ DellaMix-12B.i1-IQ4_XS.gguf | 3 ++ DellaMix-12B.i1-Q2_K.gguf | 3 ++ DellaMix-12B.i1-Q2_K_S.gguf | 3 ++ DellaMix-12B.i1-Q3_K_L.gguf | 3 ++ DellaMix-12B.i1-Q3_K_M.gguf | 3 ++ DellaMix-12B.i1-Q3_K_S.gguf | 3 ++ DellaMix-12B.i1-Q4_0.gguf | 3 ++ DellaMix-12B.i1-Q4_1.gguf | 3 ++ DellaMix-12B.i1-Q4_K_M.gguf | 3 ++ DellaMix-12B.i1-Q4_K_S.gguf | 3 ++ DellaMix-12B.i1-Q5_K_M.gguf | 3 ++ DellaMix-12B.i1-Q5_K_S.gguf | 3 ++ DellaMix-12B.i1-Q6_K.gguf | 3 ++ DellaMix-12B.imatrix.gguf | 3 ++ README.md | 89 ++++++++++++++++++++++++++++++++++++ 27 files changed, 224 insertions(+) create mode 100644 .gitattributes create mode 100644 DellaMix-12B.i1-IQ1_M.gguf create mode 100644 DellaMix-12B.i1-IQ1_S.gguf create mode 100644 DellaMix-12B.i1-IQ2_M.gguf create mode 100644 DellaMix-12B.i1-IQ2_S.gguf create mode 100644 DellaMix-12B.i1-IQ2_XS.gguf create mode 100644 DellaMix-12B.i1-IQ2_XXS.gguf create mode 100644 DellaMix-12B.i1-IQ3_M.gguf create mode 100644 DellaMix-12B.i1-IQ3_S.gguf create mode 100644 DellaMix-12B.i1-IQ3_XS.gguf create mode 100644 DellaMix-12B.i1-IQ3_XXS.gguf create mode 100644 DellaMix-12B.i1-IQ4_NL.gguf create mode 100644 DellaMix-12B.i1-IQ4_XS.gguf create mode 100644 DellaMix-12B.i1-Q2_K.gguf create mode 100644 DellaMix-12B.i1-Q2_K_S.gguf create mode 100644 DellaMix-12B.i1-Q3_K_L.gguf create mode 100644 DellaMix-12B.i1-Q3_K_M.gguf create mode 100644 DellaMix-12B.i1-Q3_K_S.gguf create mode 100644 DellaMix-12B.i1-Q4_0.gguf create mode 100644 DellaMix-12B.i1-Q4_1.gguf create mode 100644 DellaMix-12B.i1-Q4_K_M.gguf create mode 100644 DellaMix-12B.i1-Q4_K_S.gguf create mode 100644 DellaMix-12B.i1-Q5_K_M.gguf create mode 100644 DellaMix-12B.i1-Q5_K_S.gguf create mode 100644 DellaMix-12B.i1-Q6_K.gguf create mode 100644 DellaMix-12B.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e1b6ed9 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,60 @@ +*.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 +DellaMix-12B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +DellaMix-12B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/DellaMix-12B.i1-IQ1_M.gguf b/DellaMix-12B.i1-IQ1_M.gguf new file mode 100644 index 0000000..d0785b8 --- /dev/null +++ b/DellaMix-12B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a13e433e27441c0ad1253df141cbdb2b27851e807f87df20d6d1ed93dc8097e +size 3221625408 diff --git a/DellaMix-12B.i1-IQ1_S.gguf b/DellaMix-12B.i1-IQ1_S.gguf new file mode 100644 index 0000000..4292b41 --- /dev/null +++ b/DellaMix-12B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b64a8967554b0522d3971a8e3e0913a9e6db4d05fc997bad7859f097c57ec10d +size 2999212608 diff --git a/DellaMix-12B.i1-IQ2_M.gguf b/DellaMix-12B.i1-IQ2_M.gguf new file mode 100644 index 0000000..82b2d8a --- /dev/null +++ b/DellaMix-12B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3539073469c0196e258f61f5c636e47819b01fdd8dd2720fa7d408c5be51d323 +size 4435024448 diff --git a/DellaMix-12B.i1-IQ2_S.gguf b/DellaMix-12B.i1-IQ2_S.gguf new file mode 100644 index 0000000..2ce5713 --- /dev/null +++ b/DellaMix-12B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ca45b9d62a7eda995a51677c15a5d2b5f1faa7353fed59926a1932f50024c26 +size 4138474048 diff --git a/DellaMix-12B.i1-IQ2_XS.gguf b/DellaMix-12B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..f5f3772 --- /dev/null +++ b/DellaMix-12B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25d76ee9f5bdc63955193cc6b79b29fcabbbb4df5a83a636fbf275b1c0ef63c0 +size 3915078208 diff --git a/DellaMix-12B.i1-IQ2_XXS.gguf b/DellaMix-12B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..0f77776 --- /dev/null +++ b/DellaMix-12B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40430dc31f7e5a68bf621d2a81aab1566184557beacd32750812204761c97da2 +size 3592313408 diff --git a/DellaMix-12B.i1-IQ3_M.gguf b/DellaMix-12B.i1-IQ3_M.gguf new file mode 100644 index 0000000..d092858 --- /dev/null +++ b/DellaMix-12B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1d5f722d4c34a01363246d483363dc4bb65e29ac146d1c408c614ecc4205ae7 +size 5722233408 diff --git a/DellaMix-12B.i1-IQ3_S.gguf b/DellaMix-12B.i1-IQ3_S.gguf new file mode 100644 index 0000000..99eb8bb --- /dev/null +++ b/DellaMix-12B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd64aabbecba01314aa51bbfac16dde57c3ea2db14c6644d0bf787afdf1b0747 +size 5562079808 diff --git a/DellaMix-12B.i1-IQ3_XS.gguf b/DellaMix-12B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..5484177 --- /dev/null +++ b/DellaMix-12B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c73d7b6dd3fed362e20bffbf159a5ebad62e91ccf835b296e430a1bf46f89d66 +size 5306489408 diff --git a/DellaMix-12B.i1-IQ3_XXS.gguf b/DellaMix-12B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..cdb3800 --- /dev/null +++ b/DellaMix-12B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b3b1f9bf6c3f96ca95d0164d7228f00a388d56fd2827add44294403e03acb9c +size 4945386048 diff --git a/DellaMix-12B.i1-IQ4_NL.gguf b/DellaMix-12B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..795c9c0 --- /dev/null +++ b/DellaMix-12B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f88a73d5118969de3a6cc880447230743d301a021e67f26d262494812f59e668 +size 7097915968 diff --git a/DellaMix-12B.i1-IQ4_XS.gguf b/DellaMix-12B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..a3cd71b --- /dev/null +++ b/DellaMix-12B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ba79a983f305b8a6b32ae8a77ad57ee578b2289db516406bf06b191eb428b7f +size 6742710848 diff --git a/DellaMix-12B.i1-Q2_K.gguf b/DellaMix-12B.i1-Q2_K.gguf new file mode 100644 index 0000000..55f1b69 --- /dev/null +++ b/DellaMix-12B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ad203cc7a5cc75d7b663a7cc2b8731e4d9a531b5023822cc73a2d509798c00f +size 4791048768 diff --git a/DellaMix-12B.i1-Q2_K_S.gguf b/DellaMix-12B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..4f519cc --- /dev/null +++ b/DellaMix-12B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1616ecd66f56407a1a199700c13e2d190d9989d8e007826aa8b8d6210e14f955 +size 4493679168 diff --git a/DellaMix-12B.i1-Q3_K_L.gguf b/DellaMix-12B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..fe54050 --- /dev/null +++ b/DellaMix-12B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6a86af6e1afb6cbc33e1d15d1d7660cb70821007d7b3dde4b02bb689df525fa +size 6561503808 diff --git a/DellaMix-12B.i1-Q3_K_M.gguf b/DellaMix-12B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..214dfed --- /dev/null +++ b/DellaMix-12B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ac61821e72f1b9a64b8f93a329d8c8fd4b0347edcb551382464f84f9a703146 +size 6083091008 diff --git a/DellaMix-12B.i1-Q3_K_S.gguf b/DellaMix-12B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..f1e9cf3 --- /dev/null +++ b/DellaMix-12B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14cfcc10bb6ae62d7cb16a7a8f22bf7430af16fd416c7f4e6fcc0778c51282de +size 5534227008 diff --git a/DellaMix-12B.i1-Q4_0.gguf b/DellaMix-12B.i1-Q4_0.gguf new file mode 100644 index 0000000..d30ceef --- /dev/null +++ b/DellaMix-12B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19cb3d789c2dabe47563b0de27444ce495e49a29c11ee2ee0f4a478493008684 +size 7094639168 diff --git a/DellaMix-12B.i1-Q4_1.gguf b/DellaMix-12B.i1-Q4_1.gguf new file mode 100644 index 0000000..a3052ac --- /dev/null +++ b/DellaMix-12B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:542faf09258f02b7712bf9a6692b199dba2099aa41f74eeff8acd1a30de97cf3 +size 7795219008 diff --git a/DellaMix-12B.i1-Q4_K_M.gguf b/DellaMix-12B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..6f6cc49 --- /dev/null +++ b/DellaMix-12B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35c1c38232b703c9215c56e5f3cf4925db525af8c1e737184028da6a903f58ee +size 7477205568 diff --git a/DellaMix-12B.i1-Q4_K_S.gguf b/DellaMix-12B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..0ae7ccd --- /dev/null +++ b/DellaMix-12B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97aa63173e084fb07cc7bfe2274a1e6d2a0ad54d42f3156fe61d31c32a0fac14 +size 7120198208 diff --git a/DellaMix-12B.i1-Q5_K_M.gguf b/DellaMix-12B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..033c45d --- /dev/null +++ b/DellaMix-12B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04e20babc1c073c0b18d00bacf9f229aa56bdc2697f13fc165e6a7784401fefe +size 8727632448 diff --git a/DellaMix-12B.i1-Q5_K_S.gguf b/DellaMix-12B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..5a47f15 --- /dev/null +++ b/DellaMix-12B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:518271f319c65584e39a21fbaa8ba07a055b7bc83f67c2e26b35e722e75b0793 +size 8518736448 diff --git a/DellaMix-12B.i1-Q6_K.gguf b/DellaMix-12B.i1-Q6_K.gguf new file mode 100644 index 0000000..4d78865 --- /dev/null +++ b/DellaMix-12B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d447e483a24ddc7462db77bec5ec90795d27be487aa2e6e6865e34b24792053d +size 10056211008 diff --git a/DellaMix-12B.imatrix.gguf b/DellaMix-12B.imatrix.gguf new file mode 100644 index 0000000..749642c --- /dev/null +++ b/DellaMix-12B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3c586a9a86a46d685c804fad348ef73f95ae35a5a09c6cf0f3c4256e5a162d5 +size 7088192 diff --git a/README.md b/README.md new file mode 100644 index 0000000..78ac9a3 --- /dev/null +++ b/README.md @@ -0,0 +1,89 @@ +--- +base_model: yamatazen/DellaMix-12B +language: +- en +- ja +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- mergekit +- merge +- chatml +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/yamatazen/DellaMix-12B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#DellaMix-12B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/DellaMix-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/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-IQ1_S.gguf) | i1-IQ1_S | 3.1 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-IQ1_M.gguf) | i1-IQ1_M | 3.3 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-IQ2_S.gguf) | i1-IQ2_S | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-IQ2_M.gguf) | i1-IQ2_M | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 4.6 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-Q2_K.gguf) | i1-Q2_K | 4.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-IQ3_S.gguf) | i1-IQ3_S | 5.7 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-IQ3_M.gguf) | i1-IQ3_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 6.7 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 6.8 | | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-Q4_0.gguf) | i1-Q4_0 | 7.2 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 7.2 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.2 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 7.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-Q4_1.gguf) | i1-Q4_1 | 7.9 | | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 8.6 | | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-12B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 8.8 | | +| [GGUF](https://huggingface.co/mradermacher/DellaMix-12B-i1-GGUF/resolve/main/DellaMix-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. + +