commit 84e1cb5fcaafad18373ae62467587d67eb76b0a4 Author: ModelHub XC Date: Mon Jul 20 03:04:10 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..1163265 --- /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 +Policy-Qwen3-8B-R-Align-8B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Policy-Qwen3-8B-R-Align-8B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-IQ1_M.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-IQ1_M.gguf new file mode 100644 index 0000000..c8d7ca6 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35d533efb2a50877fa42484027079f08b96684b5f3136dbb6aad772f9f49af98 +size 2256148288 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-IQ1_S.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-IQ1_S.gguf new file mode 100644 index 0000000..c7314d1 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffaafc472c23565846dd4fae5614fda934748fdc159b6f4d3022ac1677af64c8 +size 2115770176 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_M.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_M.gguf new file mode 100644 index 0000000..0bcb69c --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6122e26fb82c41d61942337787857b5e064fabd44ccfbb7dd28331ac0bba7ce5 +size 3051915072 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_S.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_S.gguf new file mode 100644 index 0000000..4a2a172 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dac5961fa13b89c3e5fd08029c2b76e4016357e36528801a4dacbcccdbb3c5d4 +size 2864744256 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_XS.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..b151ca9 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4710931a535c91ae953f245c5c9bb22809048b62d996353185b9a0dafa7505f +size 2696156992 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_XXS.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..d633cbf --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b10462e24c74efe082967287896c6bf54dfea6ae1fa2349529258880cab18819 +size 2490111808 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_M.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_M.gguf new file mode 100644 index 0000000..82c9617 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc183c1d3f60878e4a165c38abf735a468480d4e2a12e9290b2b7170b59d940a +size 3896620864 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_S.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_S.gguf new file mode 100644 index 0000000..c09adf3 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46aabad6525f0b4107f3595c4f0cea7fe0826c569843f51a48cf1bd39b2f541c +size 3789666112 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_XS.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..5eb6c91 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dc7a8ab8679a5baddc9e024bccfefe23df6e06be0300da8b9b868325643c843 +size 3626874688 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_XXS.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..bbb725b --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34748c55315df787cee7b21bbb2e122b04facca1870743c6da9d89e0a08cde3f +size 3369633600 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-IQ4_NL.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..83eefcd --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac898f1d6b4dc083f86507831d18b864fa97f7ac0b1c072c3d3c49011ec58461 +size 4793624384 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-IQ4_XS.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..55461ea --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47fedbda76285df7899c153ce90681cdfca7fdbe06bff0637a4e8a4611f25455 +size 4561839936 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-Q2_K.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-Q2_K.gguf new file mode 100644 index 0000000..7006afc --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4f5e5b9e4f0edf49f9fed41d15271eb2dcb5886f850dc10dfdce9cd8753ac90 +size 3281733440 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-Q2_K_S.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..801a85f --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d203066c4821d85b7d3c279e2bf494c498fbf016553c8010621f92a004c5367 +size 3083552576 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_L.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..29753a6 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b36f0a64b06033afa90505c11039640853907467d26bc5d15cb949f500c0e361 +size 4431394624 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_M.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..934421c --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7526cebb303872245991b97c20c7d000bbcc43a314c8b894bd5f5567a46f2a3c +size 4124161856 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_S.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..ac4dd77 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dadc2b9e026109456bbf2bf383797757780f0f9026df41db07d2ad5ad8cf918d +size 3769612096 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-Q4_0.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-Q4_0.gguf new file mode 100644 index 0000000..39bdf4c --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f75bce8d343ca150791893a499a226fe6af08a82b5f757bed19221ad5db69802 +size 4787332928 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-Q4_1.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-Q4_1.gguf new file mode 100644 index 0000000..8546570 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec792ba1341d2e4edb785921362f8151fcc94fb72da8c7a9e15ad1bbcbbfe4a6 +size 5247756096 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-Q4_K_M.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..0ec89da --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70e490fcde2262044d6adbced4a1f0d2890b6146f4869d9e4896d0583ed2f727 +size 5027784512 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-Q4_K_S.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..2c35763 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dbec6ea0c1b8a034e4d7b27acf0370f38d4f981b2ccbfd678010e65486f7021 +size 4802012992 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-Q5_K_M.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..c3e6fd7 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b86184d7375131b7764b2e4a92ae7599ddc925c854e784ab37178e05cf5334a +size 5851113280 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-Q5_K_S.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..e06d386 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b20c0ee43309763c50f9aabc62c92371ba4c3d6ee5feac948aa8ecc91bab6f9 +size 5720762176 diff --git a/Policy-Qwen3-8B-R-Align-8B.i1-Q6_K.gguf b/Policy-Qwen3-8B-R-Align-8B.i1-Q6_K.gguf new file mode 100644 index 0000000..c780e51 --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96ff0eb5dd19651547319c1bae40b7e956457030f4a0a228cd481d8c28873cd8 +size 6725900096 diff --git a/Policy-Qwen3-8B-R-Align-8B.imatrix.gguf b/Policy-Qwen3-8B-R-Align-8B.imatrix.gguf new file mode 100644 index 0000000..55f517c --- /dev/null +++ b/Policy-Qwen3-8B-R-Align-8B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7cbd64f48c1c58373fe8e65fe071e8dbfa670d4da495a8e6744743fd2002d02d +size 5347200 diff --git a/README.md b/README.md new file mode 100644 index 0000000..baf53b7 --- /dev/null +++ b/README.md @@ -0,0 +1,84 @@ +--- +base_model: lyn22333/Policy-Qwen3-8B-R-Align-8B +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/lyn22333/Policy-Qwen3-8B-R-Align-8B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Policy-Qwen3-8B-R-Align-8B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-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/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.2 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.4 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_S.gguf) | i1-IQ2_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-IQ2_M.gguf) | i1-IQ2_M | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.2 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-Q2_K.gguf) | i1-Q2_K | 3.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.9 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.9 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-IQ3_M.gguf) | i1-IQ3_M | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.5 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-Q4_0.gguf) | i1-Q4_0 | 4.9 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.9 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.9 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-Q4_1.gguf) | i1-Q4_1 | 5.3 | | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/Policy-Qwen3-8B-R-Align-8B-i1-GGUF/resolve/main/Policy-Qwen3-8B-R-Align-8B.i1-Q6_K.gguf) | i1-Q6_K | 6.8 | 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. + +