From 516304b31ba2d3a856f0fb771633fe4135d17fdb Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 8 Jul 2026 12:20:09 +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/CoReward-Qwen3-8B-Base-i1-GGUF Source: Original Platform --- .gitattributes | 60 +++++++++++++++++ CoReward-Qwen3-8B-Base.i1-IQ1_M.gguf | 3 + CoReward-Qwen3-8B-Base.i1-IQ1_S.gguf | 3 + CoReward-Qwen3-8B-Base.i1-IQ2_M.gguf | 3 + CoReward-Qwen3-8B-Base.i1-IQ2_S.gguf | 3 + CoReward-Qwen3-8B-Base.i1-IQ2_XS.gguf | 3 + CoReward-Qwen3-8B-Base.i1-IQ2_XXS.gguf | 3 + CoReward-Qwen3-8B-Base.i1-IQ3_M.gguf | 3 + CoReward-Qwen3-8B-Base.i1-IQ3_S.gguf | 3 + CoReward-Qwen3-8B-Base.i1-IQ3_XS.gguf | 3 + CoReward-Qwen3-8B-Base.i1-IQ3_XXS.gguf | 3 + CoReward-Qwen3-8B-Base.i1-IQ4_NL.gguf | 3 + CoReward-Qwen3-8B-Base.i1-IQ4_XS.gguf | 3 + CoReward-Qwen3-8B-Base.i1-Q2_K.gguf | 3 + CoReward-Qwen3-8B-Base.i1-Q2_K_S.gguf | 3 + CoReward-Qwen3-8B-Base.i1-Q3_K_L.gguf | 3 + CoReward-Qwen3-8B-Base.i1-Q3_K_M.gguf | 3 + CoReward-Qwen3-8B-Base.i1-Q3_K_S.gguf | 3 + CoReward-Qwen3-8B-Base.i1-Q4_0.gguf | 3 + CoReward-Qwen3-8B-Base.i1-Q4_1.gguf | 3 + CoReward-Qwen3-8B-Base.i1-Q4_K_M.gguf | 3 + CoReward-Qwen3-8B-Base.i1-Q4_K_S.gguf | 3 + CoReward-Qwen3-8B-Base.i1-Q5_K_M.gguf | 3 + CoReward-Qwen3-8B-Base.i1-Q5_K_S.gguf | 3 + CoReward-Qwen3-8B-Base.i1-Q6_K.gguf | 3 + CoReward-Qwen3-8B-Base.imatrix.gguf | 3 + README.md | 89 ++++++++++++++++++++++++++ 27 files changed, 224 insertions(+) create mode 100644 .gitattributes create mode 100644 CoReward-Qwen3-8B-Base.i1-IQ1_M.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-IQ1_S.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-IQ2_M.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-IQ2_S.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-IQ2_XS.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-IQ2_XXS.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-IQ3_M.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-IQ3_S.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-IQ3_XS.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-IQ3_XXS.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-IQ4_NL.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-IQ4_XS.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-Q2_K.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-Q2_K_S.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-Q3_K_L.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-Q3_K_M.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-Q3_K_S.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-Q4_0.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-Q4_1.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-Q4_K_M.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-Q4_K_S.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-Q5_K_M.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-Q5_K_S.gguf create mode 100644 CoReward-Qwen3-8B-Base.i1-Q6_K.gguf create mode 100644 CoReward-Qwen3-8B-Base.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..11ce8a6 --- /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 +CoReward-Qwen3-8B-Base.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/CoReward-Qwen3-8B-Base.i1-IQ1_M.gguf b/CoReward-Qwen3-8B-Base.i1-IQ1_M.gguf new file mode 100644 index 0000000..2812fd4 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e18f179519e671d5ae96aa170243598953741f240707ed55e5c6bd937cbb3d22 +size 2256148000 diff --git a/CoReward-Qwen3-8B-Base.i1-IQ1_S.gguf b/CoReward-Qwen3-8B-Base.i1-IQ1_S.gguf new file mode 100644 index 0000000..d784339 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb57d91487e8eda280fcdbffa7f156ffad658ffdb5ce18f6e05b0bc068c9aac0 +size 2115769888 diff --git a/CoReward-Qwen3-8B-Base.i1-IQ2_M.gguf b/CoReward-Qwen3-8B-Base.i1-IQ2_M.gguf new file mode 100644 index 0000000..aa851be --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2dbdbaa9ce402b6e4460354330da6f697880e5b4b620d58d05b5ac34f4f6885e +size 3051914784 diff --git a/CoReward-Qwen3-8B-Base.i1-IQ2_S.gguf b/CoReward-Qwen3-8B-Base.i1-IQ2_S.gguf new file mode 100644 index 0000000..789d6cc --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:326e462b08b72fff62df2af2526db6935ff9112e45726adc778dde52402fd775 +size 2864743968 diff --git a/CoReward-Qwen3-8B-Base.i1-IQ2_XS.gguf b/CoReward-Qwen3-8B-Base.i1-IQ2_XS.gguf new file mode 100644 index 0000000..20d895b --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8383387860ed73c3f6da922c911f4a4924bee01bde3d39f6a9d404997ea2290 +size 2696156704 diff --git a/CoReward-Qwen3-8B-Base.i1-IQ2_XXS.gguf b/CoReward-Qwen3-8B-Base.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..c8bc85a --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6fa357a6a63ea764bfda6c264f7b71cfd0a5a7892c9f63b55eedaa9d3852c148 +size 2490111520 diff --git a/CoReward-Qwen3-8B-Base.i1-IQ3_M.gguf b/CoReward-Qwen3-8B-Base.i1-IQ3_M.gguf new file mode 100644 index 0000000..c96d2f9 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d93701908571eac7292c3e84d747c8e2df7338997d93ee9949d6c8b121bc9e76 +size 3896620576 diff --git a/CoReward-Qwen3-8B-Base.i1-IQ3_S.gguf b/CoReward-Qwen3-8B-Base.i1-IQ3_S.gguf new file mode 100644 index 0000000..fcca606 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f014f9990f69145c57451c06b15b927a062e568944f766b2baad850acd46b51 +size 3789665824 diff --git a/CoReward-Qwen3-8B-Base.i1-IQ3_XS.gguf b/CoReward-Qwen3-8B-Base.i1-IQ3_XS.gguf new file mode 100644 index 0000000..3021929 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02472d8987aa48e35d76106e5fd57e37b92252e55f7f8ae7d1de65479a93c54f +size 3626874400 diff --git a/CoReward-Qwen3-8B-Base.i1-IQ3_XXS.gguf b/CoReward-Qwen3-8B-Base.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..a06e614 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:807ba48111bfa0901de0f0169c1282c11039b1362047e9a6ec1ab319efb44a65 +size 3369633312 diff --git a/CoReward-Qwen3-8B-Base.i1-IQ4_NL.gguf b/CoReward-Qwen3-8B-Base.i1-IQ4_NL.gguf new file mode 100644 index 0000000..469c903 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5bffdc2d0ccdfd49d033936a9fafcf4cc3c6126918777c68316b814acb16b12b +size 4793624096 diff --git a/CoReward-Qwen3-8B-Base.i1-IQ4_XS.gguf b/CoReward-Qwen3-8B-Base.i1-IQ4_XS.gguf new file mode 100644 index 0000000..028a24c --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0621a0369b52527477a931ffbd365bbf41f55d2c106c66df7681a699eb9559a0 +size 4561839648 diff --git a/CoReward-Qwen3-8B-Base.i1-Q2_K.gguf b/CoReward-Qwen3-8B-Base.i1-Q2_K.gguf new file mode 100644 index 0000000..4907314 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:054740652cc58a7573109feeef0f342d0bb1edf987b89f3c074a6b3d37f937f7 +size 3281733152 diff --git a/CoReward-Qwen3-8B-Base.i1-Q2_K_S.gguf b/CoReward-Qwen3-8B-Base.i1-Q2_K_S.gguf new file mode 100644 index 0000000..9b4c416 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97c06cabb5ada46cc70219fd8fd995f07af04b3618a3cde862fcb8781ab350aa +size 3083552288 diff --git a/CoReward-Qwen3-8B-Base.i1-Q3_K_L.gguf b/CoReward-Qwen3-8B-Base.i1-Q3_K_L.gguf new file mode 100644 index 0000000..3788cb7 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed57006a1beaba63e6c16d4243afa252c50223e24b54acd7581a8e65dc2f4e13 +size 4431394336 diff --git a/CoReward-Qwen3-8B-Base.i1-Q3_K_M.gguf b/CoReward-Qwen3-8B-Base.i1-Q3_K_M.gguf new file mode 100644 index 0000000..20e4e41 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:223635c713e44bdf6e4f8be7afcf398749bb0104f223b7786ab4db1eaf70e2a5 +size 4124161568 diff --git a/CoReward-Qwen3-8B-Base.i1-Q3_K_S.gguf b/CoReward-Qwen3-8B-Base.i1-Q3_K_S.gguf new file mode 100644 index 0000000..67ecd48 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6f1889a55608707933fe1133d8e61e77079de299aab9e3f761f7625d7c30825 +size 3769611808 diff --git a/CoReward-Qwen3-8B-Base.i1-Q4_0.gguf b/CoReward-Qwen3-8B-Base.i1-Q4_0.gguf new file mode 100644 index 0000000..bbb4213 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:838f5702777c95f8ddc9a2bfb413580b6d773ea50b540386aa24ef840328ccbd +size 4787332640 diff --git a/CoReward-Qwen3-8B-Base.i1-Q4_1.gguf b/CoReward-Qwen3-8B-Base.i1-Q4_1.gguf new file mode 100644 index 0000000..def2ffe --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f87f6a749687f3a08d8b56df50520daa7c940b6b35eb9984f57ab1cf077a77fe +size 5247755808 diff --git a/CoReward-Qwen3-8B-Base.i1-Q4_K_M.gguf b/CoReward-Qwen3-8B-Base.i1-Q4_K_M.gguf new file mode 100644 index 0000000..4121aea --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0be0227e61f68ce01b8336a9146ddd9691513a8fd740b03256e0e5fd67c7737 +size 5027784224 diff --git a/CoReward-Qwen3-8B-Base.i1-Q4_K_S.gguf b/CoReward-Qwen3-8B-Base.i1-Q4_K_S.gguf new file mode 100644 index 0000000..ad4e551 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4db9cdf73b7d896dbeb030c6f3118254539e79c11d1ea0d5b7be0841bf2d37c9 +size 4802012704 diff --git a/CoReward-Qwen3-8B-Base.i1-Q5_K_M.gguf b/CoReward-Qwen3-8B-Base.i1-Q5_K_M.gguf new file mode 100644 index 0000000..aa77803 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e91cdc078810de4d4e5d887d1e6462055484ed83e5376e6a7e9e3409a7718d5a +size 5851112992 diff --git a/CoReward-Qwen3-8B-Base.i1-Q5_K_S.gguf b/CoReward-Qwen3-8B-Base.i1-Q5_K_S.gguf new file mode 100644 index 0000000..7eb6e0e --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf2acb194edcdf13f8a5c834b10f54690d234e964a32a8beb540d88708ab6286 +size 5720761888 diff --git a/CoReward-Qwen3-8B-Base.i1-Q6_K.gguf b/CoReward-Qwen3-8B-Base.i1-Q6_K.gguf new file mode 100644 index 0000000..103aae2 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1580b80117bf8bc6440d3f913d4777c2f10a35e7444b9cb60513ef864b8a1bcd +size 6725899808 diff --git a/CoReward-Qwen3-8B-Base.imatrix.gguf b/CoReward-Qwen3-8B-Base.imatrix.gguf new file mode 100644 index 0000000..dc3d175 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:569c70886ea588a50d07ec4b7ac3e638c0dd49b922a0fa34e76798aeaa957682 +size 5347200 diff --git a/README.md b/README.md new file mode 100644 index 0000000..eaaae3d --- /dev/null +++ b/README.md @@ -0,0 +1,89 @@ +--- +base_model: TMLR-Group-HF/Co-rewarding-I-Qwen3-8B-Base-MATH +datasets: +- TMLR-Group-HF/Co-rewarding-RephrasedMATH +- TMLR-Group-HF/Co-rewarding-RephrasedDAPO-14k +- TMLR-Group-HF/Co-rewarding-RephrasedOpenRS +language: +- en +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/TMLR-Group-HF/Co-rewarding-I-Qwen3-8B-Base-MATH + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#CoReward-Qwen3-8B-Base-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-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/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-IQ1_S.gguf) | i1-IQ1_S | 2.2 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-IQ1_M.gguf) | i1-IQ1_M | 2.4 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-IQ2_S.gguf) | i1-IQ2_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-IQ2_M.gguf) | i1-IQ2_M | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.2 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-Q2_K.gguf) | i1-Q2_K | 3.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.9 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-IQ3_S.gguf) | i1-IQ3_S | 3.9 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-IQ3_M.gguf) | i1-IQ3_M | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.5 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-Q4_0.gguf) | i1-Q4_0 | 4.9 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.9 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.9 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-Q4_1.gguf) | i1-Q4_1 | 5.3 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.i1-Q5_K_M.gguf) | i1-Q5_K_M | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-i1-GGUF/resolve/main/CoReward-Qwen3-8B-Base.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. + +