From 2fe81a6629382317d11f5a9116b0bfb687aa0ff1 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 13 Aug 2026 04:55:16 +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/Qwen3-HereticLM-4B-i1-GGUF Source: Original Platform --- .gitattributes | 60 ++++++++++++++++++++ Qwen3-HereticLM-4B.i1-IQ1_M.gguf | 3 + Qwen3-HereticLM-4B.i1-IQ1_S.gguf | 3 + Qwen3-HereticLM-4B.i1-IQ2_M.gguf | 3 + Qwen3-HereticLM-4B.i1-IQ2_S.gguf | 3 + Qwen3-HereticLM-4B.i1-IQ2_XS.gguf | 3 + Qwen3-HereticLM-4B.i1-IQ2_XXS.gguf | 3 + Qwen3-HereticLM-4B.i1-IQ3_M.gguf | 3 + Qwen3-HereticLM-4B.i1-IQ3_S.gguf | 3 + Qwen3-HereticLM-4B.i1-IQ3_XS.gguf | 3 + Qwen3-HereticLM-4B.i1-IQ3_XXS.gguf | 3 + Qwen3-HereticLM-4B.i1-IQ4_NL.gguf | 3 + Qwen3-HereticLM-4B.i1-IQ4_XS.gguf | 3 + Qwen3-HereticLM-4B.i1-Q2_K.gguf | 3 + Qwen3-HereticLM-4B.i1-Q2_K_S.gguf | 3 + Qwen3-HereticLM-4B.i1-Q3_K_L.gguf | 3 + Qwen3-HereticLM-4B.i1-Q3_K_M.gguf | 3 + Qwen3-HereticLM-4B.i1-Q3_K_S.gguf | 3 + Qwen3-HereticLM-4B.i1-Q4_0.gguf | 3 + Qwen3-HereticLM-4B.i1-Q4_1.gguf | 3 + Qwen3-HereticLM-4B.i1-Q4_K_M.gguf | 3 + Qwen3-HereticLM-4B.i1-Q4_K_S.gguf | 3 + Qwen3-HereticLM-4B.i1-Q5_K_M.gguf | 3 + Qwen3-HereticLM-4B.i1-Q5_K_S.gguf | 3 + Qwen3-HereticLM-4B.i1-Q6_K.gguf | 3 + Qwen3-HereticLM-4B.imatrix.gguf | 3 + README.md | 88 ++++++++++++++++++++++++++++++ 27 files changed, 223 insertions(+) create mode 100644 .gitattributes create mode 100644 Qwen3-HereticLM-4B.i1-IQ1_M.gguf create mode 100644 Qwen3-HereticLM-4B.i1-IQ1_S.gguf create mode 100644 Qwen3-HereticLM-4B.i1-IQ2_M.gguf create mode 100644 Qwen3-HereticLM-4B.i1-IQ2_S.gguf create mode 100644 Qwen3-HereticLM-4B.i1-IQ2_XS.gguf create mode 100644 Qwen3-HereticLM-4B.i1-IQ2_XXS.gguf create mode 100644 Qwen3-HereticLM-4B.i1-IQ3_M.gguf create mode 100644 Qwen3-HereticLM-4B.i1-IQ3_S.gguf create mode 100644 Qwen3-HereticLM-4B.i1-IQ3_XS.gguf create mode 100644 Qwen3-HereticLM-4B.i1-IQ3_XXS.gguf create mode 100644 Qwen3-HereticLM-4B.i1-IQ4_NL.gguf create mode 100644 Qwen3-HereticLM-4B.i1-IQ4_XS.gguf create mode 100644 Qwen3-HereticLM-4B.i1-Q2_K.gguf create mode 100644 Qwen3-HereticLM-4B.i1-Q2_K_S.gguf create mode 100644 Qwen3-HereticLM-4B.i1-Q3_K_L.gguf create mode 100644 Qwen3-HereticLM-4B.i1-Q3_K_M.gguf create mode 100644 Qwen3-HereticLM-4B.i1-Q3_K_S.gguf create mode 100644 Qwen3-HereticLM-4B.i1-Q4_0.gguf create mode 100644 Qwen3-HereticLM-4B.i1-Q4_1.gguf create mode 100644 Qwen3-HereticLM-4B.i1-Q4_K_M.gguf create mode 100644 Qwen3-HereticLM-4B.i1-Q4_K_S.gguf create mode 100644 Qwen3-HereticLM-4B.i1-Q5_K_M.gguf create mode 100644 Qwen3-HereticLM-4B.i1-Q5_K_S.gguf create mode 100644 Qwen3-HereticLM-4B.i1-Q6_K.gguf create mode 100644 Qwen3-HereticLM-4B.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..41caab6 --- /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 +Qwen3-HereticLM-4B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-HereticLM-4B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen3-HereticLM-4B.i1-IQ1_M.gguf b/Qwen3-HereticLM-4B.i1-IQ1_M.gguf new file mode 100644 index 0000000..21eebe4 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a3e66ce9c002d8843694de9ed66f6f9ade1db9a3b9c808650de35c13ebd287a +size 1127014528 diff --git a/Qwen3-HereticLM-4B.i1-IQ1_S.gguf b/Qwen3-HereticLM-4B.i1-IQ1_S.gguf new file mode 100644 index 0000000..dccf01f --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42d1101a5652f43a30e4118e7499c4dc7ccc7ab8700dd304b15ad705f8c8894e +size 1055252608 diff --git a/Qwen3-HereticLM-4B.i1-IQ2_M.gguf b/Qwen3-HereticLM-4B.i1-IQ2_M.gguf new file mode 100644 index 0000000..64e9ed7 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be2dc2e54e542cb7225fb0963fa8dca52960d1b58afe11e00e4711dd9065497c +size 1512980608 diff --git a/Qwen3-HereticLM-4B.i1-IQ2_S.gguf b/Qwen3-HereticLM-4B.i1-IQ2_S.gguf new file mode 100644 index 0000000..fe4e5ba --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:79cb889ae2678dabef90886e15e0acf137d1ae7f8a8548436f7a5af384fec155 +size 1417298048 diff --git a/Qwen3-HereticLM-4B.i1-IQ2_XS.gguf b/Qwen3-HereticLM-4B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..be87b88 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce87d61458489b98607c282f4d18eaff414dc8d839158607ac49ba8fea4d3a39 +size 1354096768 diff --git a/Qwen3-HereticLM-4B.i1-IQ2_XXS.gguf b/Qwen3-HereticLM-4B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..821e8dc --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aefc7d32299473167b6c573a970d14abe5808142c2fc130603544712ece4256c +size 1246617728 diff --git a/Qwen3-HereticLM-4B.i1-IQ3_M.gguf b/Qwen3-HereticLM-4B.i1-IQ3_M.gguf new file mode 100644 index 0000000..d28b155 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:510c1472d3e3a1905071a98a61df95fa883f1a5f16995fed531e92521369bc71 +size 1962892928 diff --git a/Qwen3-HereticLM-4B.i1-IQ3_S.gguf b/Qwen3-HereticLM-4B.i1-IQ3_S.gguf new file mode 100644 index 0000000..dccf04a --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4fd7899a8850045e56c4b77d8fd2b23048061f4cd1800b02123ddc43c8cf75d4 +size 1899527808 diff --git a/Qwen3-HereticLM-4B.i1-IQ3_XS.gguf b/Qwen3-HereticLM-4B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..bb69e41 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de95e7f7588999afdf6aa85764d6a5fdd82046b3b9e0e7dba9f55099fc641ca4 +size 1814371968 diff --git a/Qwen3-HereticLM-4B.i1-IQ3_XXS.gguf b/Qwen3-HereticLM-4B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..9444b85 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39cf8c9be8480a83d253c51658cb27896b559b4fdcc6abb6d40f55fb5362bfba +size 1670185088 diff --git a/Qwen3-HereticLM-4B.i1-IQ4_NL.gguf b/Qwen3-HereticLM-4B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..dcca96a --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:461b78b0f1dba628ff47345289bab619fe68ec93485f0cf113ae492192119346 +size 2381340288 diff --git a/Qwen3-HereticLM-4B.i1-IQ4_XS.gguf b/Qwen3-HereticLM-4B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..71e33b8 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2ee6f939411665526ce3aee004977d4dbe1b8ba690075ba985b28730edbfb78 +size 2270748288 diff --git a/Qwen3-HereticLM-4B.i1-Q2_K.gguf b/Qwen3-HereticLM-4B.i1-Q2_K.gguf new file mode 100644 index 0000000..93381f7 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50a870865da2c6ebb2e8b883fbb335df849193428b19fa4c302974df3f7b6c02 +size 1669496448 diff --git a/Qwen3-HereticLM-4B.i1-Q2_K_S.gguf b/Qwen3-HereticLM-4B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..aae5d25 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b7466234bacd1a67f6a3c49cefed9bcd5ff7d4f266b2e9b2d0fc5d42d37323f +size 1563451008 diff --git a/Qwen3-HereticLM-4B.i1-Q3_K_L.gguf b/Qwen3-HereticLM-4B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..bd1a85c --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7161e9fff9f08bbfd526d3c97da36d6fac1d5f79dc460bef62010206aed13bb +size 2239782528 diff --git a/Qwen3-HereticLM-4B.i1-Q3_K_M.gguf b/Qwen3-HereticLM-4B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..c02fa02 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01880117e05968cb3bce2fe5e292a42a5f04b4caea2383b6e7015ec4c7637903 +size 2075614848 diff --git a/Qwen3-HereticLM-4B.i1-Q3_K_S.gguf b/Qwen3-HereticLM-4B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..d79df77 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a796e61bafced19f4d06c7530d82b06f239f9f88919cb389284606a346f01764 +size 1886994048 diff --git a/Qwen3-HereticLM-4B.i1-Q4_0.gguf b/Qwen3-HereticLM-4B.i1-Q4_0.gguf new file mode 100644 index 0000000..8f6481e --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92b8c7d086c84903e697c3d88dd70a4aa306961940324cb358836a811922a601 +size 2375769728 diff --git a/Qwen3-HereticLM-4B.i1-Q4_1.gguf b/Qwen3-HereticLM-4B.i1-Q4_1.gguf new file mode 100644 index 0000000..4b44954 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ebf3d482742dbcbe45ea552a4c956ba5f2d1e7546453474cc0fe0099a839e61 +size 2596626048 diff --git a/Qwen3-HereticLM-4B.i1-Q4_K_M.gguf b/Qwen3-HereticLM-4B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..24c1229 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45b58b855212c3907b5fc3765e1c2b9ba20b6a0864e5700725a8aa858ff0b31c +size 2497277568 diff --git a/Qwen3-HereticLM-4B.i1-Q4_K_S.gguf b/Qwen3-HereticLM-4B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..ac58ab2 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd2aeb16cd18f65396e50e5614646540b03ba6dea97f52ff32e9c27925363fb1 +size 2383306368 diff --git a/Qwen3-HereticLM-4B.i1-Q5_K_M.gguf b/Qwen3-HereticLM-4B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..6bfc1b9 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6174b73d44f8c7257cb6e899c964a97e173cbe62ea9f6504c34fed30ee06cc87 +size 2889510528 diff --git a/Qwen3-HereticLM-4B.i1-Q5_K_S.gguf b/Qwen3-HereticLM-4B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..56e8158 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dcac8aabb3b29f6546bfce5e74176091d695144c191f4fc4ecc24dba07cab34d +size 2823708288 diff --git a/Qwen3-HereticLM-4B.i1-Q6_K.gguf b/Qwen3-HereticLM-4B.i1-Q6_K.gguf new file mode 100644 index 0000000..5966722 --- /dev/null +++ b/Qwen3-HereticLM-4B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f8250d2740031d2d27293d5fd3db9b529945b3da8aa9f20fabe83281965990e +size 3306258048 diff --git a/Qwen3-HereticLM-4B.imatrix.gguf b/Qwen3-HereticLM-4B.imatrix.gguf new file mode 100644 index 0000000..ab5f0c3 --- /dev/null +++ b/Qwen3-HereticLM-4B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ddcedf7a785ac323683070f3d11f9126ba3b42e240eb95c685d821944d03b7f +size 3872640 diff --git a/README.md b/README.md new file mode 100644 index 0000000..bf8630b --- /dev/null +++ b/README.md @@ -0,0 +1,88 @@ +--- +base_model: yamatazen/Qwen3-HereticLM-4B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/yamatazen/Qwen3-HereticLM-4B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-HereticLM-4B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-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/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-IQ1_S.gguf) | i1-IQ1_S | 1.2 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-IQ1_M.gguf) | i1-IQ1_M | 1.2 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-IQ2_S.gguf) | i1-IQ2_S | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-IQ2_M.gguf) | i1-IQ2_M | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.7 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-Q2_K.gguf) | i1-Q2_K | 1.8 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.0 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-IQ3_S.gguf) | i1-IQ3_S | 2.0 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-IQ3_M.gguf) | i1-IQ3_M | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.3 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-Q4_0.gguf) | i1-Q4_0 | 2.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.5 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-Q4_1.gguf) | i1-Q4_1 | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-HereticLM-4B-i1-GGUF/resolve/main/Qwen3-HereticLM-4B.i1-Q6_K.gguf) | i1-Q6_K | 3.4 | 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. + +