From 83c27b2638777b2ea35868a512bff9aef2111acd Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 23 May 2026 16:12:18 +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/PyGenius1F-i1-GGUF Source: Original Platform --- .gitattributes | 60 +++++++++++++++++++++++++ PyGenius1F.i1-IQ1_M.gguf | 3 ++ PyGenius1F.i1-IQ1_S.gguf | 3 ++ PyGenius1F.i1-IQ2_M.gguf | 3 ++ PyGenius1F.i1-IQ2_S.gguf | 3 ++ PyGenius1F.i1-IQ2_XS.gguf | 3 ++ PyGenius1F.i1-IQ2_XXS.gguf | 3 ++ PyGenius1F.i1-IQ3_M.gguf | 3 ++ PyGenius1F.i1-IQ3_S.gguf | 3 ++ PyGenius1F.i1-IQ3_XS.gguf | 3 ++ PyGenius1F.i1-IQ3_XXS.gguf | 3 ++ PyGenius1F.i1-IQ4_NL.gguf | 3 ++ PyGenius1F.i1-IQ4_XS.gguf | 3 ++ PyGenius1F.i1-Q2_K.gguf | 3 ++ PyGenius1F.i1-Q2_K_S.gguf | 3 ++ PyGenius1F.i1-Q3_K_L.gguf | 3 ++ PyGenius1F.i1-Q3_K_M.gguf | 3 ++ PyGenius1F.i1-Q3_K_S.gguf | 3 ++ PyGenius1F.i1-Q4_0.gguf | 3 ++ PyGenius1F.i1-Q4_1.gguf | 3 ++ PyGenius1F.i1-Q4_K_M.gguf | 3 ++ PyGenius1F.i1-Q4_K_S.gguf | 3 ++ PyGenius1F.i1-Q5_K_M.gguf | 3 ++ PyGenius1F.i1-Q5_K_S.gguf | 3 ++ PyGenius1F.i1-Q6_K.gguf | 3 ++ PyGenius1F.imatrix.gguf | 3 ++ README.md | 91 ++++++++++++++++++++++++++++++++++++++ 27 files changed, 226 insertions(+) create mode 100644 .gitattributes create mode 100644 PyGenius1F.i1-IQ1_M.gguf create mode 100644 PyGenius1F.i1-IQ1_S.gguf create mode 100644 PyGenius1F.i1-IQ2_M.gguf create mode 100644 PyGenius1F.i1-IQ2_S.gguf create mode 100644 PyGenius1F.i1-IQ2_XS.gguf create mode 100644 PyGenius1F.i1-IQ2_XXS.gguf create mode 100644 PyGenius1F.i1-IQ3_M.gguf create mode 100644 PyGenius1F.i1-IQ3_S.gguf create mode 100644 PyGenius1F.i1-IQ3_XS.gguf create mode 100644 PyGenius1F.i1-IQ3_XXS.gguf create mode 100644 PyGenius1F.i1-IQ4_NL.gguf create mode 100644 PyGenius1F.i1-IQ4_XS.gguf create mode 100644 PyGenius1F.i1-Q2_K.gguf create mode 100644 PyGenius1F.i1-Q2_K_S.gguf create mode 100644 PyGenius1F.i1-Q3_K_L.gguf create mode 100644 PyGenius1F.i1-Q3_K_M.gguf create mode 100644 PyGenius1F.i1-Q3_K_S.gguf create mode 100644 PyGenius1F.i1-Q4_0.gguf create mode 100644 PyGenius1F.i1-Q4_1.gguf create mode 100644 PyGenius1F.i1-Q4_K_M.gguf create mode 100644 PyGenius1F.i1-Q4_K_S.gguf create mode 100644 PyGenius1F.i1-Q5_K_M.gguf create mode 100644 PyGenius1F.i1-Q5_K_S.gguf create mode 100644 PyGenius1F.i1-Q6_K.gguf create mode 100644 PyGenius1F.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..25c4595 --- /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 +PyGenius1F.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +PyGenius1F.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/PyGenius1F.i1-IQ1_M.gguf b/PyGenius1F.i1-IQ1_M.gguf new file mode 100644 index 0000000..650b51c --- /dev/null +++ b/PyGenius1F.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6180f2dadd06bd6ff43a6b4fc28173034ea6048454760020fb5f04da5cb43c8 +size 2042196992 diff --git a/PyGenius1F.i1-IQ1_S.gguf b/PyGenius1F.i1-IQ1_S.gguf new file mode 100644 index 0000000..6d3ec68 --- /dev/null +++ b/PyGenius1F.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:93a1150cb8b69b1c82731b8ce7a77aa8e0bda72bc7c7e3ba2e02725d8ca2c3d3 +size 1903668224 diff --git a/PyGenius1F.i1-IQ2_M.gguf b/PyGenius1F.i1-IQ2_M.gguf new file mode 100644 index 0000000..3bdcf9e --- /dev/null +++ b/PyGenius1F.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63a185321d4d98b4a5b79cfc5e7c920e085c5de53dc9ec8e69cc04228a4ace95 +size 2780343296 diff --git a/PyGenius1F.i1-IQ2_S.gguf b/PyGenius1F.i1-IQ2_S.gguf new file mode 100644 index 0000000..2ba7dad --- /dev/null +++ b/PyGenius1F.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb80f10cb5e660723c0ed6b5150bfac714b47e60d3a13bac8e2741b2b8b38f8f +size 2595638272 diff --git a/PyGenius1F.i1-IQ2_XS.gguf b/PyGenius1F.i1-IQ2_XS.gguf new file mode 100644 index 0000000..72c6bb7 --- /dev/null +++ b/PyGenius1F.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d10480b0c4bddd8de223b27b19e1b91a4993d4357ef3e21543142d1b5b49fdb6 +size 2469022720 diff --git a/PyGenius1F.i1-IQ2_XXS.gguf b/PyGenius1F.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..c92bc5a --- /dev/null +++ b/PyGenius1F.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f6b6fd5974305378bb022d1a02b79a39542844882130dfbd18cf85a91dabf11 +size 2273078272 diff --git a/PyGenius1F.i1-IQ3_M.gguf b/PyGenius1F.i1-IQ3_M.gguf new file mode 100644 index 0000000..edbdec5 --- /dev/null +++ b/PyGenius1F.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40be728e78879d61a752f840113709fa8ac5606bd5a42c76c117fb147d1b95f6 +size 3574012928 diff --git a/PyGenius1F.i1-IQ3_S.gguf b/PyGenius1F.i1-IQ3_S.gguf new file mode 100644 index 0000000..42d4253 --- /dev/null +++ b/PyGenius1F.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ba4efa793deac930cd90da603fd58754ad4693b36669eb85541f197d963ecbd9 +size 3499193344 diff --git a/PyGenius1F.i1-IQ3_XS.gguf b/PyGenius1F.i1-IQ3_XS.gguf new file mode 100644 index 0000000..46aa277 --- /dev/null +++ b/PyGenius1F.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f57a0427afc9ce388f97950545c8194023e97ba45244168b16e7dba4ba37a3fb +size 3346256896 diff --git a/PyGenius1F.i1-IQ3_XXS.gguf b/PyGenius1F.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..5191f21 --- /dev/null +++ b/PyGenius1F.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c44de6a16b46058ad255dce0f637a80524b8e1f4a397005dd181831a3bdfa793 +size 3114515456 diff --git a/PyGenius1F.i1-IQ4_NL.gguf b/PyGenius1F.i1-IQ4_NL.gguf new file mode 100644 index 0000000..7f4e647 --- /dev/null +++ b/PyGenius1F.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b90fc4781eebb1097af359eb34127a34db382478cac4c4d854a5c40a77a136c8 +size 4437814272 diff --git a/PyGenius1F.i1-IQ4_XS.gguf b/PyGenius1F.i1-IQ4_XS.gguf new file mode 100644 index 0000000..c3f3e32 --- /dev/null +++ b/PyGenius1F.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee8e602e1f336b9a4b2dd21cdbdd4946564a717f3b9ba6e2ecc6dba2e4ff93b3 +size 4218473472 diff --git a/PyGenius1F.i1-Q2_K.gguf b/PyGenius1F.i1-Q2_K.gguf new file mode 100644 index 0000000..2120365 --- /dev/null +++ b/PyGenius1F.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8b160b638f9de61c1a7f5291035a4b108e75ce858b0e75869141d2ac50725a4 +size 3015941120 diff --git a/PyGenius1F.i1-Q2_K_S.gguf b/PyGenius1F.i1-Q2_K_S.gguf new file mode 100644 index 0000000..ffb21a2 --- /dev/null +++ b/PyGenius1F.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b58c0fffe1173df0214923baf2e2dda4f44d8b438b1de00208d72328489d742 +size 2834074624 diff --git a/PyGenius1F.i1-Q3_K_L.gguf b/PyGenius1F.i1-Q3_K_L.gguf new file mode 100644 index 0000000..625e1df --- /dev/null +++ b/PyGenius1F.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d63278ccf19b356055aec1f3aed8182038c94c1e860268b0df4c9562565bd239 +size 4088460288 diff --git a/PyGenius1F.i1-Q3_K_M.gguf b/PyGenius1F.i1-Q3_K_M.gguf new file mode 100644 index 0000000..b61c4d7 --- /dev/null +++ b/PyGenius1F.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:852f72932085c808db859f2255b0a15603e7a0f108bb0e934aabd8e9f4eda778 +size 3808392192 diff --git a/PyGenius1F.i1-Q3_K_S.gguf b/PyGenius1F.i1-Q3_K_S.gguf new file mode 100644 index 0000000..136a66e --- /dev/null +++ b/PyGenius1F.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:edeae54863c59c7d5c94423ed49131f1ad3474976b7f5243dd9fbaf6113a5fc7 +size 3492369408 diff --git a/PyGenius1F.i1-Q4_0.gguf b/PyGenius1F.i1-Q4_0.gguf new file mode 100644 index 0000000..b720a57 --- /dev/null +++ b/PyGenius1F.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f68ec6a828861685fcf6fa73b8a07e6a6d34097b5e403cefd2ec48fc0a44cf1 +size 4444122112 diff --git a/PyGenius1F.i1-Q4_1.gguf b/PyGenius1F.i1-Q4_1.gguf new file mode 100644 index 0000000..19e757e --- /dev/null +++ b/PyGenius1F.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cebb3d00eaeedabfdc2792f11fd234149dd7992de00e3d6b551565683f67f671 +size 4873284608 diff --git a/PyGenius1F.i1-Q4_K_M.gguf b/PyGenius1F.i1-Q4_K_M.gguf new file mode 100644 index 0000000..1d17594 --- /dev/null +++ b/PyGenius1F.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6129ffa4f6e39ffb1e92fa6d2a062c77a043557dd9428ae523b6d11ef3af5a46 +size 4683074560 diff --git a/PyGenius1F.i1-Q4_K_S.gguf b/PyGenius1F.i1-Q4_K_S.gguf new file mode 100644 index 0000000..25fadab --- /dev/null +++ b/PyGenius1F.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2fd2c7010cccae97abf140fcc2e600f29fcd6f6987d336029afc79698065433 +size 4457769984 diff --git a/PyGenius1F.i1-Q5_K_M.gguf b/PyGenius1F.i1-Q5_K_M.gguf new file mode 100644 index 0000000..0a8fad1 --- /dev/null +++ b/PyGenius1F.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b450821036d38ec6bbce98369b5881c68e58b51bb4ebc22cbcd3bb0181689e83 +size 5444832256 diff --git a/PyGenius1F.i1-Q5_K_S.gguf b/PyGenius1F.i1-Q5_K_S.gguf new file mode 100644 index 0000000..bb5c1ee --- /dev/null +++ b/PyGenius1F.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef23088b5a3ae0fd6fef91842632fec383ee297f18e6242c71c7116afee18252 +size 5315177472 diff --git a/PyGenius1F.i1-Q6_K.gguf b/PyGenius1F.i1-Q6_K.gguf new file mode 100644 index 0000000..1c35134 --- /dev/null +++ b/PyGenius1F.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5304a2bb3174b21681f3fce4cd2c8e001032f35fc8a4ab5196332b2d9f88ba9c +size 6254199808 diff --git a/PyGenius1F.imatrix.gguf b/PyGenius1F.imatrix.gguf new file mode 100644 index 0000000..b61a0e8 --- /dev/null +++ b/PyGenius1F.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9195f63f981c00bf9dd0265f86bd34412914d731560df18b446dd97916ec0de1 +size 4560352 diff --git a/README.md b/README.md new file mode 100644 index 0000000..35591b3 --- /dev/null +++ b/README.md @@ -0,0 +1,91 @@ +--- +base_model: ItsMatti4/PyGenius1F +language: +- it +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- python +- code +- qwen +- italian +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/ItsMatti4/PyGenius1F + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#PyGenius1F-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/PyGenius1F-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/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.9 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/PyGenius1F-i1-GGUF/resolve/main/PyGenius1F.i1-Q6_K.gguf) | i1-Q6_K | 6.4 | 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. + +