From e4b6ca9e6fddcda6bdc1516dbab1bb927b8664bb Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 3 May 2026 10:45:24 +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/DeepBrainz-R1-2B-i1-GGUF Source: Original Platform --- .gitattributes | 60 +++++++++++++++++++++ DeepBrainz-R1-2B.i1-IQ1_M.gguf | 3 ++ DeepBrainz-R1-2B.i1-IQ1_S.gguf | 3 ++ DeepBrainz-R1-2B.i1-IQ2_M.gguf | 3 ++ DeepBrainz-R1-2B.i1-IQ2_S.gguf | 3 ++ DeepBrainz-R1-2B.i1-IQ2_XS.gguf | 3 ++ DeepBrainz-R1-2B.i1-IQ2_XXS.gguf | 3 ++ DeepBrainz-R1-2B.i1-IQ3_M.gguf | 3 ++ DeepBrainz-R1-2B.i1-IQ3_S.gguf | 3 ++ DeepBrainz-R1-2B.i1-IQ3_XS.gguf | 3 ++ DeepBrainz-R1-2B.i1-IQ3_XXS.gguf | 3 ++ DeepBrainz-R1-2B.i1-IQ4_NL.gguf | 3 ++ DeepBrainz-R1-2B.i1-IQ4_XS.gguf | 3 ++ DeepBrainz-R1-2B.i1-Q2_K.gguf | 3 ++ DeepBrainz-R1-2B.i1-Q2_K_S.gguf | 3 ++ DeepBrainz-R1-2B.i1-Q3_K_L.gguf | 3 ++ DeepBrainz-R1-2B.i1-Q3_K_M.gguf | 3 ++ DeepBrainz-R1-2B.i1-Q3_K_S.gguf | 3 ++ DeepBrainz-R1-2B.i1-Q4_0.gguf | 3 ++ DeepBrainz-R1-2B.i1-Q4_1.gguf | 3 ++ DeepBrainz-R1-2B.i1-Q4_K_M.gguf | 3 ++ DeepBrainz-R1-2B.i1-Q4_K_S.gguf | 3 ++ DeepBrainz-R1-2B.i1-Q5_K_M.gguf | 3 ++ DeepBrainz-R1-2B.i1-Q5_K_S.gguf | 3 ++ DeepBrainz-R1-2B.i1-Q6_K.gguf | 3 ++ DeepBrainz-R1-2B.imatrix.gguf | 3 ++ README.md | 93 ++++++++++++++++++++++++++++++++ 27 files changed, 228 insertions(+) create mode 100644 .gitattributes create mode 100644 DeepBrainz-R1-2B.i1-IQ1_M.gguf create mode 100644 DeepBrainz-R1-2B.i1-IQ1_S.gguf create mode 100644 DeepBrainz-R1-2B.i1-IQ2_M.gguf create mode 100644 DeepBrainz-R1-2B.i1-IQ2_S.gguf create mode 100644 DeepBrainz-R1-2B.i1-IQ2_XS.gguf create mode 100644 DeepBrainz-R1-2B.i1-IQ2_XXS.gguf create mode 100644 DeepBrainz-R1-2B.i1-IQ3_M.gguf create mode 100644 DeepBrainz-R1-2B.i1-IQ3_S.gguf create mode 100644 DeepBrainz-R1-2B.i1-IQ3_XS.gguf create mode 100644 DeepBrainz-R1-2B.i1-IQ3_XXS.gguf create mode 100644 DeepBrainz-R1-2B.i1-IQ4_NL.gguf create mode 100644 DeepBrainz-R1-2B.i1-IQ4_XS.gguf create mode 100644 DeepBrainz-R1-2B.i1-Q2_K.gguf create mode 100644 DeepBrainz-R1-2B.i1-Q2_K_S.gguf create mode 100644 DeepBrainz-R1-2B.i1-Q3_K_L.gguf create mode 100644 DeepBrainz-R1-2B.i1-Q3_K_M.gguf create mode 100644 DeepBrainz-R1-2B.i1-Q3_K_S.gguf create mode 100644 DeepBrainz-R1-2B.i1-Q4_0.gguf create mode 100644 DeepBrainz-R1-2B.i1-Q4_1.gguf create mode 100644 DeepBrainz-R1-2B.i1-Q4_K_M.gguf create mode 100644 DeepBrainz-R1-2B.i1-Q4_K_S.gguf create mode 100644 DeepBrainz-R1-2B.i1-Q5_K_M.gguf create mode 100644 DeepBrainz-R1-2B.i1-Q5_K_S.gguf create mode 100644 DeepBrainz-R1-2B.i1-Q6_K.gguf create mode 100644 DeepBrainz-R1-2B.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..2c40ada --- /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 +DeepBrainz-R1-2B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepBrainz-R1-2B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/DeepBrainz-R1-2B.i1-IQ1_M.gguf b/DeepBrainz-R1-2B.i1-IQ1_M.gguf new file mode 100644 index 0000000..3325f72 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b68ee6d9872aa22f9068999b3143aa1c0cb2007696930a7d885739800b7a8ad1 +size 645890624 diff --git a/DeepBrainz-R1-2B.i1-IQ1_S.gguf b/DeepBrainz-R1-2B.i1-IQ1_S.gguf new file mode 100644 index 0000000..06c267e --- /dev/null +++ b/DeepBrainz-R1-2B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24ba34bf1a3e07f7cb517825b2861ffe29740c3e7137b9508c0b7380953758a5 +size 617873984 diff --git a/DeepBrainz-R1-2B.i1-IQ2_M.gguf b/DeepBrainz-R1-2B.i1-IQ2_M.gguf new file mode 100644 index 0000000..b82f102 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb6b72d5d147e6c2728f43cddc60c864395d771ad649faa66c171d03c82956a4 +size 828881472 diff --git a/DeepBrainz-R1-2B.i1-IQ2_S.gguf b/DeepBrainz-R1-2B.i1-IQ2_S.gguf new file mode 100644 index 0000000..ee85bc3 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:471c37a1030ff5a8b33871ee1a7b6b56fc5e18ffdf5b1a7381ac70ce7fab1b2a +size 791525952 diff --git a/DeepBrainz-R1-2B.i1-IQ2_XS.gguf b/DeepBrainz-R1-2B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..6c37ff6 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c98512e8a88efce116a1d3c80135403a998e2063056648421f13d95f68d14cf +size 733610560 diff --git a/DeepBrainz-R1-2B.i1-IQ2_XXS.gguf b/DeepBrainz-R1-2B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..a5bf3d4 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1f5ca4092e6e51400d4cfd2ca8b9d878c70d0d2aa4af7b5c56b0f3fb1a50b90 +size 692585024 diff --git a/DeepBrainz-R1-2B.i1-IQ3_M.gguf b/DeepBrainz-R1-2B.i1-IQ3_M.gguf new file mode 100644 index 0000000..ecbd431 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db243beddf4056904f8879581b83cf02037c5f0d3949c3670502305600164c10 +size 1029362240 diff --git a/DeepBrainz-R1-2B.i1-IQ3_S.gguf b/DeepBrainz-R1-2B.i1-IQ3_S.gguf new file mode 100644 index 0000000..605b07c --- /dev/null +++ b/DeepBrainz-R1-2B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:614f138d6fbaa85368fdca4e46a4a7bdea9fa411205d939ba234998cded0027e +size 1000952384 diff --git a/DeepBrainz-R1-2B.i1-IQ3_XS.gguf b/DeepBrainz-R1-2B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..a8f11e4 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9947cce696ba69ebfcd292b92273d86ae5698f7bfdc4e752f9731276f3edf602 +size 967922240 diff --git a/DeepBrainz-R1-2B.i1-IQ3_XXS.gguf b/DeepBrainz-R1-2B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..3584823 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c7cc95c917c15474d8b0fab464089bf281048b1f8fb2a2a193dfec78fb072da +size 888060480 diff --git a/DeepBrainz-R1-2B.i1-IQ4_NL.gguf b/DeepBrainz-R1-2B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..b530a90 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3583f3d2cb08633bb23b6db6dacb1bb4204acc0fc2d1c11da128252f43bcd55 +size 1229449792 diff --git a/DeepBrainz-R1-2B.i1-IQ4_XS.gguf b/DeepBrainz-R1-2B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..1d6d607 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b264182cce3b21d09d46c37941b3957cbc6df0c43d4de65f7b9accd93d2ace26 +size 1175685696 diff --git a/DeepBrainz-R1-2B.i1-Q2_K.gguf b/DeepBrainz-R1-2B.i1-Q2_K.gguf new file mode 100644 index 0000000..3b818d8 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35d5fae13e1f68ab27df90f63610d1d9856520c329a885dc82050a868df97ceb +size 879893056 diff --git a/DeepBrainz-R1-2B.i1-Q2_K_S.gguf b/DeepBrainz-R1-2B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..a2ff19b --- /dev/null +++ b/DeepBrainz-R1-2B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:542c802fc4864f9964d9f5217f434627aa48d58535a333913645d6773aecba3e +size 835066432 diff --git a/DeepBrainz-R1-2B.i1-Q3_K_L.gguf b/DeepBrainz-R1-2B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..9edecfa --- /dev/null +++ b/DeepBrainz-R1-2B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:232f0fa80ec6648cb6e2c71757ec481a04e5d2933b680712c214341aa65ac6d7 +size 1137201728 diff --git a/DeepBrainz-R1-2B.i1-Q3_K_M.gguf b/DeepBrainz-R1-2B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..610cd84 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1bd05a411029d048345bf9adb8ea67a803525e1fa97e1346f3dc67dbeb9e6dd9 +size 1073238592 diff --git a/DeepBrainz-R1-2B.i1-Q3_K_S.gguf b/DeepBrainz-R1-2B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..8679a66 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25abc29b09542f82f631d4db036953c45af6093c0b9afbc2ddb8701a6f243e31 +size 1000952384 diff --git a/DeepBrainz-R1-2B.i1-Q4_0.gguf b/DeepBrainz-R1-2B.i1-Q4_0.gguf new file mode 100644 index 0000000..b0e35af --- /dev/null +++ b/DeepBrainz-R1-2B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6616bffb3e4bf346a175ec40f644ae28176e7d8c07bdf2e2279a5b393b090aa3 +size 1231809088 diff --git a/DeepBrainz-R1-2B.i1-Q4_1.gguf b/DeepBrainz-R1-2B.i1-Q4_1.gguf new file mode 100644 index 0000000..0e9379f --- /dev/null +++ b/DeepBrainz-R1-2B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cadd6e3f0cc545014de2b876278de0daf7e82c35fe4ce2459c2a07247e4ca087 +size 1336977984 diff --git a/DeepBrainz-R1-2B.i1-Q4_K_M.gguf b/DeepBrainz-R1-2B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..eae0557 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:629995d34d873edafc49c35961ef67054df9d2459e86b7f2fad0f699d71b08f8 +size 1282435648 diff --git a/DeepBrainz-R1-2B.i1-Q4_K_S.gguf b/DeepBrainz-R1-2B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..59410f8 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01c8bf2665b4586c003795d3d4893804646ccaef7ceabc8b164b8d8cfcf6ef95 +size 1235216960 diff --git a/DeepBrainz-R1-2B.i1-Q5_K_M.gguf b/DeepBrainz-R1-2B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..641ce7a --- /dev/null +++ b/DeepBrainz-R1-2B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a37f91d4293e289b9125e404afa2cc0a59f7e81e3d08572891037332cc1f686 +size 1471801920 diff --git a/DeepBrainz-R1-2B.i1-Q5_K_S.gguf b/DeepBrainz-R1-2B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..f94d9a3 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ebac8e1008a61faa00721af3b7c07bd2406dc5406aa3c318374eea90b168ca1 +size 1444506176 diff --git a/DeepBrainz-R1-2B.i1-Q6_K.gguf b/DeepBrainz-R1-2B.i1-Q6_K.gguf new file mode 100644 index 0000000..a46d673 --- /dev/null +++ b/DeepBrainz-R1-2B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0688c75bbe1b7270d840d6668f5168b9ef7685d7d5ee6b736edef4bf25b1ac7b +size 1673003584 diff --git a/DeepBrainz-R1-2B.imatrix.gguf b/DeepBrainz-R1-2B.imatrix.gguf new file mode 100644 index 0000000..72a8857 --- /dev/null +++ b/DeepBrainz-R1-2B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f095186558f2fef06d329bfca1dbf9c825b76a59d308cba185c529893fd14876 +size 2094560 diff --git a/README.md b/README.md new file mode 100644 index 0000000..0a23da4 --- /dev/null +++ b/README.md @@ -0,0 +1,93 @@ +--- +base_model: DeepBrainz/DeepBrainz-R1-2B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- deepbrainz +- reasoning +- mathematics +- code +- enterprise +- 2b +- long-context +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/DeepBrainz/DeepBrainz-R1-2B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#DeepBrainz-R1-2B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/DeepBrainz-R1-2B-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/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-IQ1_S.gguf) | i1-IQ1_S | 0.7 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-IQ1_M.gguf) | i1-IQ1_M | 0.7 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-IQ2_S.gguf) | i1-IQ2_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-IQ2_M.gguf) | i1-IQ2_M | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.9 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-Q2_K.gguf) | i1-Q2_K | 1.0 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-IQ3_S.gguf) | i1-IQ3_S | 1.1 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.1 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-IQ3_M.gguf) | i1-IQ3_M | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.3 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-Q4_0.gguf) | i1-Q4_0 | 1.3 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.3 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-Q4_1.gguf) | i1-Q4_1 | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-2B-i1-GGUF/resolve/main/DeepBrainz-R1-2B.i1-Q6_K.gguf) | i1-Q6_K | 1.8 | 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. + +