From ccbdb4c204b9527b64fc13c6354d7714deed01c3 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 5 Aug 2026 08:13:15 +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/GenRM-R-Align-8B-i1-GGUF Source: Original Platform --- .gitattributes | 60 ++++++++++++++++++++++ GenRM-R-Align-8B.i1-IQ1_M.gguf | 3 ++ GenRM-R-Align-8B.i1-IQ1_S.gguf | 3 ++ GenRM-R-Align-8B.i1-IQ2_M.gguf | 3 ++ GenRM-R-Align-8B.i1-IQ2_S.gguf | 3 ++ GenRM-R-Align-8B.i1-IQ2_XS.gguf | 3 ++ GenRM-R-Align-8B.i1-IQ2_XXS.gguf | 3 ++ GenRM-R-Align-8B.i1-IQ3_M.gguf | 3 ++ GenRM-R-Align-8B.i1-IQ3_S.gguf | 3 ++ GenRM-R-Align-8B.i1-IQ3_XS.gguf | 3 ++ GenRM-R-Align-8B.i1-IQ3_XXS.gguf | 3 ++ GenRM-R-Align-8B.i1-IQ4_NL.gguf | 3 ++ GenRM-R-Align-8B.i1-IQ4_XS.gguf | 3 ++ GenRM-R-Align-8B.i1-Q2_K.gguf | 3 ++ GenRM-R-Align-8B.i1-Q2_K_S.gguf | 3 ++ GenRM-R-Align-8B.i1-Q3_K_L.gguf | 3 ++ GenRM-R-Align-8B.i1-Q3_K_M.gguf | 3 ++ GenRM-R-Align-8B.i1-Q3_K_S.gguf | 3 ++ GenRM-R-Align-8B.i1-Q4_0.gguf | 3 ++ GenRM-R-Align-8B.i1-Q4_1.gguf | 3 ++ GenRM-R-Align-8B.i1-Q4_K_M.gguf | 3 ++ GenRM-R-Align-8B.i1-Q4_K_S.gguf | 3 ++ GenRM-R-Align-8B.i1-Q5_K_M.gguf | 3 ++ GenRM-R-Align-8B.i1-Q5_K_S.gguf | 3 ++ GenRM-R-Align-8B.i1-Q6_K.gguf | 3 ++ GenRM-R-Align-8B.imatrix.gguf | 3 ++ README.md | 86 ++++++++++++++++++++++++++++++++ 27 files changed, 221 insertions(+) create mode 100644 .gitattributes create mode 100644 GenRM-R-Align-8B.i1-IQ1_M.gguf create mode 100644 GenRM-R-Align-8B.i1-IQ1_S.gguf create mode 100644 GenRM-R-Align-8B.i1-IQ2_M.gguf create mode 100644 GenRM-R-Align-8B.i1-IQ2_S.gguf create mode 100644 GenRM-R-Align-8B.i1-IQ2_XS.gguf create mode 100644 GenRM-R-Align-8B.i1-IQ2_XXS.gguf create mode 100644 GenRM-R-Align-8B.i1-IQ3_M.gguf create mode 100644 GenRM-R-Align-8B.i1-IQ3_S.gguf create mode 100644 GenRM-R-Align-8B.i1-IQ3_XS.gguf create mode 100644 GenRM-R-Align-8B.i1-IQ3_XXS.gguf create mode 100644 GenRM-R-Align-8B.i1-IQ4_NL.gguf create mode 100644 GenRM-R-Align-8B.i1-IQ4_XS.gguf create mode 100644 GenRM-R-Align-8B.i1-Q2_K.gguf create mode 100644 GenRM-R-Align-8B.i1-Q2_K_S.gguf create mode 100644 GenRM-R-Align-8B.i1-Q3_K_L.gguf create mode 100644 GenRM-R-Align-8B.i1-Q3_K_M.gguf create mode 100644 GenRM-R-Align-8B.i1-Q3_K_S.gguf create mode 100644 GenRM-R-Align-8B.i1-Q4_0.gguf create mode 100644 GenRM-R-Align-8B.i1-Q4_1.gguf create mode 100644 GenRM-R-Align-8B.i1-Q4_K_M.gguf create mode 100644 GenRM-R-Align-8B.i1-Q4_K_S.gguf create mode 100644 GenRM-R-Align-8B.i1-Q5_K_M.gguf create mode 100644 GenRM-R-Align-8B.i1-Q5_K_S.gguf create mode 100644 GenRM-R-Align-8B.i1-Q6_K.gguf create mode 100644 GenRM-R-Align-8B.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..3c4718a --- /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 +GenRM-R-Align-8B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +GenRM-R-Align-8B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/GenRM-R-Align-8B.i1-IQ1_M.gguf b/GenRM-R-Align-8B.i1-IQ1_M.gguf new file mode 100644 index 0000000..15a6e78 --- /dev/null +++ b/GenRM-R-Align-8B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2047f86fa5a1bca05ffa7a8d962d6a68eba64871654b4d4cca3a53869cfc0db +size 2256148448 diff --git a/GenRM-R-Align-8B.i1-IQ1_S.gguf b/GenRM-R-Align-8B.i1-IQ1_S.gguf new file mode 100644 index 0000000..fbf3f83 --- /dev/null +++ b/GenRM-R-Align-8B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58f66582f98186cdd46c2a9742b76b41e2dc055c3c5112b06d1e0fee97c765c7 +size 2115770336 diff --git a/GenRM-R-Align-8B.i1-IQ2_M.gguf b/GenRM-R-Align-8B.i1-IQ2_M.gguf new file mode 100644 index 0000000..bfe3050 --- /dev/null +++ b/GenRM-R-Align-8B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:658817d3a40af33c4011228cd726bb96d3e8fed3ad4b5cd4c32a47b412afc5cc +size 3051915232 diff --git a/GenRM-R-Align-8B.i1-IQ2_S.gguf b/GenRM-R-Align-8B.i1-IQ2_S.gguf new file mode 100644 index 0000000..6ca31ee --- /dev/null +++ b/GenRM-R-Align-8B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e927c6c4cec710c4c177a1b8433bd10dd15e09b614cfc633020e7e0dcd6b289d +size 2864744416 diff --git a/GenRM-R-Align-8B.i1-IQ2_XS.gguf b/GenRM-R-Align-8B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..e6cb943 --- /dev/null +++ b/GenRM-R-Align-8B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5000ba7e2cbd1d8fab6f9a43a55d84ec89dd0018857f6810d5f4f3b94c4405c +size 2696157152 diff --git a/GenRM-R-Align-8B.i1-IQ2_XXS.gguf b/GenRM-R-Align-8B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..d44b855 --- /dev/null +++ b/GenRM-R-Align-8B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:517c2e893beabaf952b24dbf6047543cab2b5466ec6f3c4bffcf49999873fe4d +size 2490111968 diff --git a/GenRM-R-Align-8B.i1-IQ3_M.gguf b/GenRM-R-Align-8B.i1-IQ3_M.gguf new file mode 100644 index 0000000..7287e63 --- /dev/null +++ b/GenRM-R-Align-8B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:310d28e571cbea00d2d01d36dbac1ea237f0c3e16fcb2c34fa7ce7f3741154b0 +size 3896621024 diff --git a/GenRM-R-Align-8B.i1-IQ3_S.gguf b/GenRM-R-Align-8B.i1-IQ3_S.gguf new file mode 100644 index 0000000..3d5e190 --- /dev/null +++ b/GenRM-R-Align-8B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:725fb7e8428f62bfa7cdfc13cf31fe362100d6a66664ff715160723501281c5d +size 3789666272 diff --git a/GenRM-R-Align-8B.i1-IQ3_XS.gguf b/GenRM-R-Align-8B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..db274e5 --- /dev/null +++ b/GenRM-R-Align-8B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f92d4ed203ff113decd9239cc72ad76f95d055fee76e3ec3676b19676aceef0 +size 3626874848 diff --git a/GenRM-R-Align-8B.i1-IQ3_XXS.gguf b/GenRM-R-Align-8B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..72a5eb0 --- /dev/null +++ b/GenRM-R-Align-8B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0928c43487a31123f7e3a259232b4e7fa29f4fdc47580f0370c1c78a85333941 +size 3369633760 diff --git a/GenRM-R-Align-8B.i1-IQ4_NL.gguf b/GenRM-R-Align-8B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..699d6f9 --- /dev/null +++ b/GenRM-R-Align-8B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d79d7947542d6c56ac15298b89cf99fe4c76af88678b98925e7e3eac97f9e0ca +size 4793624544 diff --git a/GenRM-R-Align-8B.i1-IQ4_XS.gguf b/GenRM-R-Align-8B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..e0484fe --- /dev/null +++ b/GenRM-R-Align-8B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1b23925caf22f716fc54d862335457f920c4523cb9b4116fa8b514c29a8c2fa +size 4561840096 diff --git a/GenRM-R-Align-8B.i1-Q2_K.gguf b/GenRM-R-Align-8B.i1-Q2_K.gguf new file mode 100644 index 0000000..800e81a --- /dev/null +++ b/GenRM-R-Align-8B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f5ad6f03b9d12474cc77dc0ca0f0280263da327b2df981b0c3a47031fedd553 +size 3281733600 diff --git a/GenRM-R-Align-8B.i1-Q2_K_S.gguf b/GenRM-R-Align-8B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..828b4e3 --- /dev/null +++ b/GenRM-R-Align-8B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d79dfdcc18c7f143ca6a3b8e29fc40ab210df71d90da2a8cc0569e91bab191f +size 3083552736 diff --git a/GenRM-R-Align-8B.i1-Q3_K_L.gguf b/GenRM-R-Align-8B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..2a3499b --- /dev/null +++ b/GenRM-R-Align-8B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54364f332edd1e0bd7cebe82d2b9cb8246c29895471eb5dedf389d27913ab58d +size 4431394784 diff --git a/GenRM-R-Align-8B.i1-Q3_K_M.gguf b/GenRM-R-Align-8B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..7efede3 --- /dev/null +++ b/GenRM-R-Align-8B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55a0636699bfe9f5680fd4bd9382d9d52d5cd4c7a6dbb3ac41a1f6863968324f +size 4124162016 diff --git a/GenRM-R-Align-8B.i1-Q3_K_S.gguf b/GenRM-R-Align-8B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..e4fadf5 --- /dev/null +++ b/GenRM-R-Align-8B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ea131c92c7adf2089b9d79a378d1ee7ee7fbbbcd81e23cbf6b62812351a1588 +size 3769612256 diff --git a/GenRM-R-Align-8B.i1-Q4_0.gguf b/GenRM-R-Align-8B.i1-Q4_0.gguf new file mode 100644 index 0000000..05e8020 --- /dev/null +++ b/GenRM-R-Align-8B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:367010be4f43f0a519f58adb01f10c9d122b1727dc8229231d4238cedb3ac6f7 +size 4787333088 diff --git a/GenRM-R-Align-8B.i1-Q4_1.gguf b/GenRM-R-Align-8B.i1-Q4_1.gguf new file mode 100644 index 0000000..d13eb2f --- /dev/null +++ b/GenRM-R-Align-8B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49990827fd2650f6781b5e1564b8513cc3e6d634d0f689de829d1d63dbff85e5 +size 5247756256 diff --git a/GenRM-R-Align-8B.i1-Q4_K_M.gguf b/GenRM-R-Align-8B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..5cb6088 --- /dev/null +++ b/GenRM-R-Align-8B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a03fad8b7a98ff3b1835b790c465a9b16544941ea2d467df7340bd365783a724 +size 5027784672 diff --git a/GenRM-R-Align-8B.i1-Q4_K_S.gguf b/GenRM-R-Align-8B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..fb66df8 --- /dev/null +++ b/GenRM-R-Align-8B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ce84f714ac8ba45225dcb017c3ac14b02d6c0a13feac9cf0c14f14253f89e1b +size 4802013152 diff --git a/GenRM-R-Align-8B.i1-Q5_K_M.gguf b/GenRM-R-Align-8B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..f1909a0 --- /dev/null +++ b/GenRM-R-Align-8B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec696da48df6e6bacf05b7ae744448d2a749b51da0bf69ce955373bcc2723902 +size 5851113440 diff --git a/GenRM-R-Align-8B.i1-Q5_K_S.gguf b/GenRM-R-Align-8B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..c653fc6 --- /dev/null +++ b/GenRM-R-Align-8B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1b05bffb9a8b3ca3a06dab29998a1474f7a3d6ea8985f032f2f807ce798cd1d +size 5720762336 diff --git a/GenRM-R-Align-8B.i1-Q6_K.gguf b/GenRM-R-Align-8B.i1-Q6_K.gguf new file mode 100644 index 0000000..461aa73 --- /dev/null +++ b/GenRM-R-Align-8B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a68c1110aa73fe43de59d15c508bde6f78385f0842d5b6582f7690b27bd8466 +size 6725900256 diff --git a/GenRM-R-Align-8B.imatrix.gguf b/GenRM-R-Align-8B.imatrix.gguf new file mode 100644 index 0000000..2f651de --- /dev/null +++ b/GenRM-R-Align-8B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b791b6d4af9293571e86a82abb54036f0cc94294bb7a7863e4e35bbd5ef4c6f +size 5347200 diff --git a/README.md b/README.md new file mode 100644 index 0000000..142924b --- /dev/null +++ b/README.md @@ -0,0 +1,86 @@ +--- +base_model: lyn22333/GenRM-R-Align-8B +datasets: +- lyn22333/R-Align-RL-Data +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/lyn22333/GenRM-R-Align-8B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#GenRM-R-Align-8B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/GenRM-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/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.2 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.4 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-IQ2_S.gguf) | i1-IQ2_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-IQ2_M.gguf) | i1-IQ2_M | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.2 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-Q2_K.gguf) | i1-Q2_K | 3.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.9 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.9 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-IQ3_M.gguf) | i1-IQ3_M | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.5 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-Q4_0.gguf) | i1-Q4_0 | 4.9 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.9 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.9 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-Q4_1.gguf) | i1-Q4_1 | 5.3 | | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-R-Align-8B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/GenRM-R-Align-8B-i1-GGUF/resolve/main/GenRM-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. + +