From 5d9e4db9531d5a63ac43ed8b319a684e553773ce Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 10 Oct 2026 09:32:17 +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/GT-Qwen2.5-7B-i1-GGUF Source: Original Platform --- .gitattributes | 60 +++++++++++++++++++++++++ GT-Qwen2.5-7B.i1-IQ1_M.gguf | 3 ++ GT-Qwen2.5-7B.i1-IQ1_S.gguf | 3 ++ GT-Qwen2.5-7B.i1-IQ2_M.gguf | 3 ++ GT-Qwen2.5-7B.i1-IQ2_S.gguf | 3 ++ GT-Qwen2.5-7B.i1-IQ2_XS.gguf | 3 ++ GT-Qwen2.5-7B.i1-IQ2_XXS.gguf | 3 ++ GT-Qwen2.5-7B.i1-IQ3_M.gguf | 3 ++ GT-Qwen2.5-7B.i1-IQ3_S.gguf | 3 ++ GT-Qwen2.5-7B.i1-IQ3_XS.gguf | 3 ++ GT-Qwen2.5-7B.i1-IQ3_XXS.gguf | 3 ++ GT-Qwen2.5-7B.i1-IQ4_NL.gguf | 3 ++ GT-Qwen2.5-7B.i1-IQ4_XS.gguf | 3 ++ GT-Qwen2.5-7B.i1-Q2_K.gguf | 3 ++ GT-Qwen2.5-7B.i1-Q2_K_S.gguf | 3 ++ GT-Qwen2.5-7B.i1-Q3_K_L.gguf | 3 ++ GT-Qwen2.5-7B.i1-Q3_K_M.gguf | 3 ++ GT-Qwen2.5-7B.i1-Q3_K_S.gguf | 3 ++ GT-Qwen2.5-7B.i1-Q4_0.gguf | 3 ++ GT-Qwen2.5-7B.i1-Q4_1.gguf | 3 ++ GT-Qwen2.5-7B.i1-Q4_K_M.gguf | 3 ++ GT-Qwen2.5-7B.i1-Q4_K_S.gguf | 3 ++ GT-Qwen2.5-7B.i1-Q5_K_M.gguf | 3 ++ GT-Qwen2.5-7B.i1-Q5_K_S.gguf | 3 ++ GT-Qwen2.5-7B.i1-Q6_K.gguf | 3 ++ GT-Qwen2.5-7B.imatrix.gguf | 3 ++ README.md | 85 +++++++++++++++++++++++++++++++++++ 27 files changed, 220 insertions(+) create mode 100644 .gitattributes create mode 100644 GT-Qwen2.5-7B.i1-IQ1_M.gguf create mode 100644 GT-Qwen2.5-7B.i1-IQ1_S.gguf create mode 100644 GT-Qwen2.5-7B.i1-IQ2_M.gguf create mode 100644 GT-Qwen2.5-7B.i1-IQ2_S.gguf create mode 100644 GT-Qwen2.5-7B.i1-IQ2_XS.gguf create mode 100644 GT-Qwen2.5-7B.i1-IQ2_XXS.gguf create mode 100644 GT-Qwen2.5-7B.i1-IQ3_M.gguf create mode 100644 GT-Qwen2.5-7B.i1-IQ3_S.gguf create mode 100644 GT-Qwen2.5-7B.i1-IQ3_XS.gguf create mode 100644 GT-Qwen2.5-7B.i1-IQ3_XXS.gguf create mode 100644 GT-Qwen2.5-7B.i1-IQ4_NL.gguf create mode 100644 GT-Qwen2.5-7B.i1-IQ4_XS.gguf create mode 100644 GT-Qwen2.5-7B.i1-Q2_K.gguf create mode 100644 GT-Qwen2.5-7B.i1-Q2_K_S.gguf create mode 100644 GT-Qwen2.5-7B.i1-Q3_K_L.gguf create mode 100644 GT-Qwen2.5-7B.i1-Q3_K_M.gguf create mode 100644 GT-Qwen2.5-7B.i1-Q3_K_S.gguf create mode 100644 GT-Qwen2.5-7B.i1-Q4_0.gguf create mode 100644 GT-Qwen2.5-7B.i1-Q4_1.gguf create mode 100644 GT-Qwen2.5-7B.i1-Q4_K_M.gguf create mode 100644 GT-Qwen2.5-7B.i1-Q4_K_S.gguf create mode 100644 GT-Qwen2.5-7B.i1-Q5_K_M.gguf create mode 100644 GT-Qwen2.5-7B.i1-Q5_K_S.gguf create mode 100644 GT-Qwen2.5-7B.i1-Q6_K.gguf create mode 100644 GT-Qwen2.5-7B.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a1fff7a --- /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 +GT-Qwen2.5-7B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +GT-Qwen2.5-7B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/GT-Qwen2.5-7B.i1-IQ1_M.gguf b/GT-Qwen2.5-7B.i1-IQ1_M.gguf new file mode 100644 index 0000000..aadd0cf --- /dev/null +++ b/GT-Qwen2.5-7B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c111fb976bb620071ea7a12211f15d266452e9dfbb592b871eb211bbbc56ea9f +size 2042196448 diff --git a/GT-Qwen2.5-7B.i1-IQ1_S.gguf b/GT-Qwen2.5-7B.i1-IQ1_S.gguf new file mode 100644 index 0000000..719ab6e --- /dev/null +++ b/GT-Qwen2.5-7B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2884257d8022b0823f3e65d5261db7fb077f18a1c0e6e19c77853dd383b2651 +size 1903667680 diff --git a/GT-Qwen2.5-7B.i1-IQ2_M.gguf b/GT-Qwen2.5-7B.i1-IQ2_M.gguf new file mode 100644 index 0000000..2835469 --- /dev/null +++ b/GT-Qwen2.5-7B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b1d150cddf9cd49feacc8c30f5b2bbed35a061f7a9d678ae718e427d02bb51f +size 2780342752 diff --git a/GT-Qwen2.5-7B.i1-IQ2_S.gguf b/GT-Qwen2.5-7B.i1-IQ2_S.gguf new file mode 100644 index 0000000..db89e86 --- /dev/null +++ b/GT-Qwen2.5-7B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:caa550ae46a9124b23d858b0506b5f59a716c29192f7dc43eadca81ab226f276 +size 2595637728 diff --git a/GT-Qwen2.5-7B.i1-IQ2_XS.gguf b/GT-Qwen2.5-7B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..b0753bb --- /dev/null +++ b/GT-Qwen2.5-7B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:daea90053cd3900d271c2aa0c0e296a351e105a50da67bb35b1615d0f6014d27 +size 2469022176 diff --git a/GT-Qwen2.5-7B.i1-IQ2_XXS.gguf b/GT-Qwen2.5-7B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..d87018b --- /dev/null +++ b/GT-Qwen2.5-7B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff8913c652524885dce1ebc99a4be136afd1dad2e5472e625e90a0fbea40d456 +size 2273077728 diff --git a/GT-Qwen2.5-7B.i1-IQ3_M.gguf b/GT-Qwen2.5-7B.i1-IQ3_M.gguf new file mode 100644 index 0000000..8580078 --- /dev/null +++ b/GT-Qwen2.5-7B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7833ccb742755d3b19d44e63b2a8a10521131e7ed4a04c5cc50d9a1155d0b9e +size 3574012384 diff --git a/GT-Qwen2.5-7B.i1-IQ3_S.gguf b/GT-Qwen2.5-7B.i1-IQ3_S.gguf new file mode 100644 index 0000000..1f6c4a5 --- /dev/null +++ b/GT-Qwen2.5-7B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e6dac797967c6812271c57d712901e12437a66d5f87513182a20a9ca3897d13 +size 3499192800 diff --git a/GT-Qwen2.5-7B.i1-IQ3_XS.gguf b/GT-Qwen2.5-7B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..c18235d --- /dev/null +++ b/GT-Qwen2.5-7B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc246135e4c35aa84d2958a54b021733866afd77ee87f787047c5ba8bcd10b5d +size 3346256352 diff --git a/GT-Qwen2.5-7B.i1-IQ3_XXS.gguf b/GT-Qwen2.5-7B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..c6fbe76 --- /dev/null +++ b/GT-Qwen2.5-7B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:172c63b0b65571196597b29b07cc025072288ec83636833f7bd3ea2ffe417331 +size 3114514912 diff --git a/GT-Qwen2.5-7B.i1-IQ4_NL.gguf b/GT-Qwen2.5-7B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..a71b5c9 --- /dev/null +++ b/GT-Qwen2.5-7B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f23bb5605d2cce0102b90e8daf4b82c799cf7b201a1492d171e17574e0557000 +size 4437813728 diff --git a/GT-Qwen2.5-7B.i1-IQ4_XS.gguf b/GT-Qwen2.5-7B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..2b371bd --- /dev/null +++ b/GT-Qwen2.5-7B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:376f12d7d486ce753452e66ed22a52ce5a66721959936115399d41a00712341e +size 4218472928 diff --git a/GT-Qwen2.5-7B.i1-Q2_K.gguf b/GT-Qwen2.5-7B.i1-Q2_K.gguf new file mode 100644 index 0000000..3d2a95d --- /dev/null +++ b/GT-Qwen2.5-7B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:108ad46d719cd3987880346d27b91f6349dbd9a261cb040f84c8b4c6c264ef7a +size 3015940576 diff --git a/GT-Qwen2.5-7B.i1-Q2_K_S.gguf b/GT-Qwen2.5-7B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..de3c5f4 --- /dev/null +++ b/GT-Qwen2.5-7B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6177804da1ae9d8511ab60c2e3ed351120c64ec5e7b0ac976c75feac4ff3931 +size 2834074080 diff --git a/GT-Qwen2.5-7B.i1-Q3_K_L.gguf b/GT-Qwen2.5-7B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..da067ab --- /dev/null +++ b/GT-Qwen2.5-7B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:957748b2501da1ff702c1c7769b10bbf59488cd25ed329bdaf3a527bd8e5328d +size 4088459744 diff --git a/GT-Qwen2.5-7B.i1-Q3_K_M.gguf b/GT-Qwen2.5-7B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..690e0ed --- /dev/null +++ b/GT-Qwen2.5-7B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f107bb39484c6a1d251d80e235bb6f2e91261a9c46d95fb1804f87b38b7861f +size 3808391648 diff --git a/GT-Qwen2.5-7B.i1-Q3_K_S.gguf b/GT-Qwen2.5-7B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..96fe527 --- /dev/null +++ b/GT-Qwen2.5-7B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1bbe4e0331ca1e840a430f545a36a275cd0a641a92682bc826944ba1b49c2152 +size 3492368864 diff --git a/GT-Qwen2.5-7B.i1-Q4_0.gguf b/GT-Qwen2.5-7B.i1-Q4_0.gguf new file mode 100644 index 0000000..e17cfb8 --- /dev/null +++ b/GT-Qwen2.5-7B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ba37e91f69266342e618cc913bb9755223d9e967fcf383016b517ff6f6b1b95 +size 4444121568 diff --git a/GT-Qwen2.5-7B.i1-Q4_1.gguf b/GT-Qwen2.5-7B.i1-Q4_1.gguf new file mode 100644 index 0000000..8cd517b --- /dev/null +++ b/GT-Qwen2.5-7B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84fd85170e54242559582029cc6a6590dc17fab6846b06086631df40cddbabe5 +size 4873284064 diff --git a/GT-Qwen2.5-7B.i1-Q4_K_M.gguf b/GT-Qwen2.5-7B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..d35294b --- /dev/null +++ b/GT-Qwen2.5-7B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1428a748d95f04e473be96b20b4a229ef9f3182125e1f492afc516e45444501c +size 4683074016 diff --git a/GT-Qwen2.5-7B.i1-Q4_K_S.gguf b/GT-Qwen2.5-7B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..1e97c02 --- /dev/null +++ b/GT-Qwen2.5-7B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21299d1ad94dbd6fb3b93244ad5cad00ae828604732a727e52e1fa8ef4c9ba24 +size 4457769440 diff --git a/GT-Qwen2.5-7B.i1-Q5_K_M.gguf b/GT-Qwen2.5-7B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..f1c3b1d --- /dev/null +++ b/GT-Qwen2.5-7B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69672b866947038a74ddff9f1f684e3c3fe76425bf86aed1a8b50ab68d05b494 +size 5444831712 diff --git a/GT-Qwen2.5-7B.i1-Q5_K_S.gguf b/GT-Qwen2.5-7B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..b4cc04a --- /dev/null +++ b/GT-Qwen2.5-7B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52fea1d6df2ce4325e9742c9adb6d3eba942e9fe88a803e2daf21df623396581 +size 5315176928 diff --git a/GT-Qwen2.5-7B.i1-Q6_K.gguf b/GT-Qwen2.5-7B.i1-Q6_K.gguf new file mode 100644 index 0000000..a261132 --- /dev/null +++ b/GT-Qwen2.5-7B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84d44aa0e0c9ee07e8c78c03c9b371a5a7880263b469c67dd81048c5d78a89b3 +size 6254199264 diff --git a/GT-Qwen2.5-7B.imatrix.gguf b/GT-Qwen2.5-7B.imatrix.gguf new file mode 100644 index 0000000..6ac8999 --- /dev/null +++ b/GT-Qwen2.5-7B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e69a167359d1cb1b122f96454577ed29c508b191a5efed2e6bace883a159c2cc +size 4560352 diff --git a/README.md b/README.md new file mode 100644 index 0000000..80afe6b --- /dev/null +++ b/README.md @@ -0,0 +1,85 @@ +--- +base_model: TMLR-Group-HF/GT-Qwen2.5-7B-MATH +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/GT-Qwen2.5-7B-MATH + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#GT-Qwen2.5-7B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/GT-Qwen2.5-7B-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/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.9 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/GT-Qwen2.5-7B-i1-GGUF/resolve/main/GT-Qwen2.5-7B.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. + +