From ad7ab6bf1beaf7a825e485e6c70cfcbd38b7894a Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 13 May 2026 17:57:27 +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/HelpingAI2.5-5B-i1-GGUF Source: Original Platform --- .gitattributes | 61 +++++++++++++++++++++++ HelpingAI2.5-5B.i1-IQ1_M.gguf | 3 ++ HelpingAI2.5-5B.i1-IQ1_S.gguf | 3 ++ HelpingAI2.5-5B.i1-IQ2_M.gguf | 3 ++ HelpingAI2.5-5B.i1-IQ2_S.gguf | 3 ++ HelpingAI2.5-5B.i1-IQ2_XS.gguf | 3 ++ HelpingAI2.5-5B.i1-IQ2_XXS.gguf | 3 ++ HelpingAI2.5-5B.i1-IQ3_M.gguf | 3 ++ HelpingAI2.5-5B.i1-IQ3_S.gguf | 3 ++ HelpingAI2.5-5B.i1-IQ3_XS.gguf | 3 ++ HelpingAI2.5-5B.i1-IQ3_XXS.gguf | 3 ++ HelpingAI2.5-5B.i1-IQ4_XS.gguf | 3 ++ HelpingAI2.5-5B.i1-Q2_K.gguf | 3 ++ HelpingAI2.5-5B.i1-Q2_K_S.gguf | 3 ++ HelpingAI2.5-5B.i1-Q3_K_L.gguf | 3 ++ HelpingAI2.5-5B.i1-Q3_K_M.gguf | 3 ++ HelpingAI2.5-5B.i1-Q3_K_S.gguf | 3 ++ HelpingAI2.5-5B.i1-Q4_0.gguf | 3 ++ HelpingAI2.5-5B.i1-Q4_0_4_4.gguf | 3 ++ HelpingAI2.5-5B.i1-Q4_0_4_8.gguf | 3 ++ HelpingAI2.5-5B.i1-Q4_0_8_8.gguf | 3 ++ HelpingAI2.5-5B.i1-Q4_K_M.gguf | 3 ++ HelpingAI2.5-5B.i1-Q4_K_S.gguf | 3 ++ HelpingAI2.5-5B.i1-Q5_K_M.gguf | 3 ++ HelpingAI2.5-5B.i1-Q5_K_S.gguf | 3 ++ HelpingAI2.5-5B.i1-Q6_K.gguf | 3 ++ README.md | 85 ++++++++++++++++++++++++++++++++ imatrix.dat | 3 ++ 28 files changed, 224 insertions(+) create mode 100644 .gitattributes create mode 100644 HelpingAI2.5-5B.i1-IQ1_M.gguf create mode 100644 HelpingAI2.5-5B.i1-IQ1_S.gguf create mode 100644 HelpingAI2.5-5B.i1-IQ2_M.gguf create mode 100644 HelpingAI2.5-5B.i1-IQ2_S.gguf create mode 100644 HelpingAI2.5-5B.i1-IQ2_XS.gguf create mode 100644 HelpingAI2.5-5B.i1-IQ2_XXS.gguf create mode 100644 HelpingAI2.5-5B.i1-IQ3_M.gguf create mode 100644 HelpingAI2.5-5B.i1-IQ3_S.gguf create mode 100644 HelpingAI2.5-5B.i1-IQ3_XS.gguf create mode 100644 HelpingAI2.5-5B.i1-IQ3_XXS.gguf create mode 100644 HelpingAI2.5-5B.i1-IQ4_XS.gguf create mode 100644 HelpingAI2.5-5B.i1-Q2_K.gguf create mode 100644 HelpingAI2.5-5B.i1-Q2_K_S.gguf create mode 100644 HelpingAI2.5-5B.i1-Q3_K_L.gguf create mode 100644 HelpingAI2.5-5B.i1-Q3_K_M.gguf create mode 100644 HelpingAI2.5-5B.i1-Q3_K_S.gguf create mode 100644 HelpingAI2.5-5B.i1-Q4_0.gguf create mode 100644 HelpingAI2.5-5B.i1-Q4_0_4_4.gguf create mode 100644 HelpingAI2.5-5B.i1-Q4_0_4_8.gguf create mode 100644 HelpingAI2.5-5B.i1-Q4_0_8_8.gguf create mode 100644 HelpingAI2.5-5B.i1-Q4_K_M.gguf create mode 100644 HelpingAI2.5-5B.i1-Q4_K_S.gguf create mode 100644 HelpingAI2.5-5B.i1-Q5_K_M.gguf create mode 100644 HelpingAI2.5-5B.i1-Q5_K_S.gguf create mode 100644 HelpingAI2.5-5B.i1-Q6_K.gguf create mode 100644 README.md create mode 100644 imatrix.dat diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d47b13c --- /dev/null +++ b/.gitattributes @@ -0,0 +1,61 @@ +*.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 +imatrix.dat filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q4_0_4_8.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-Q4_0_8_8.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2.5-5B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/HelpingAI2.5-5B.i1-IQ1_M.gguf b/HelpingAI2.5-5B.i1-IQ1_M.gguf new file mode 100644 index 0000000..c53a495 --- /dev/null +++ b/HelpingAI2.5-5B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e9b37bbdc0b58bab207fe47e909337273847fb3d8754f569bbfbd152e070d13 +size 1362097984 diff --git a/HelpingAI2.5-5B.i1-IQ1_S.gguf b/HelpingAI2.5-5B.i1-IQ1_S.gguf new file mode 100644 index 0000000..455cbf6 --- /dev/null +++ b/HelpingAI2.5-5B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c08b9affaf048035217afeebe45f3077e7612aeb29d95682055e55e83751f76c +size 1268021056 diff --git a/HelpingAI2.5-5B.i1-IQ2_M.gguf b/HelpingAI2.5-5B.i1-IQ2_M.gguf new file mode 100644 index 0000000..71aeed7 --- /dev/null +++ b/HelpingAI2.5-5B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab139a783ce893c3e695242b728ad9b33e88b88ecbea94e64320dcfa5af46d6a +size 1873794880 diff --git a/HelpingAI2.5-5B.i1-IQ2_S.gguf b/HelpingAI2.5-5B.i1-IQ2_S.gguf new file mode 100644 index 0000000..0f79bfa --- /dev/null +++ b/HelpingAI2.5-5B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ad7a40b41e797e09a8d4141e9560c6e30f41af5f21c63ed07a2ccb0ac0da70d +size 1748358976 diff --git a/HelpingAI2.5-5B.i1-IQ2_XS.gguf b/HelpingAI2.5-5B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..01a75c3 --- /dev/null +++ b/HelpingAI2.5-5B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5c507f9e5835ad52356e9170eeb58ba23009432a9111cd69ae61092b45acac7 +size 1658189632 diff --git a/HelpingAI2.5-5B.i1-IQ2_XXS.gguf b/HelpingAI2.5-5B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..18c31bc --- /dev/null +++ b/HelpingAI2.5-5B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8be2bb5fb4e2aea9adab4d8a70907d499197e74b6b756b38e1038188860d618e +size 1518892864 diff --git a/HelpingAI2.5-5B.i1-IQ3_M.gguf b/HelpingAI2.5-5B.i1-IQ3_M.gguf new file mode 100644 index 0000000..0077c85 --- /dev/null +++ b/HelpingAI2.5-5B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d33ad802c3760268ee2016ce9b60763ae6823aa1519827a904cd8c7e615d1c89 +size 2460405568 diff --git a/HelpingAI2.5-5B.i1-IQ3_S.gguf b/HelpingAI2.5-5B.i1-IQ3_S.gguf new file mode 100644 index 0000000..b1ebd20 --- /dev/null +++ b/HelpingAI2.5-5B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:728c2beb326541238308888cf66e36d8246f26435599c4b78c6640c5cd13b28c +size 2365148992 diff --git a/HelpingAI2.5-5B.i1-IQ3_XS.gguf b/HelpingAI2.5-5B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..5077352 --- /dev/null +++ b/HelpingAI2.5-5B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5fc5775d08f94d79efb96c976ee80dce4bd05c286ceaa7d735d2d0c9835b75f9 +size 2252492608 diff --git a/HelpingAI2.5-5B.i1-IQ3_XXS.gguf b/HelpingAI2.5-5B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..359972f --- /dev/null +++ b/HelpingAI2.5-5B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b8a4c6607ae930e9aefa7f24faa26cea408723b26d1658b8fe76f0261d325e3 +size 2074875712 diff --git a/HelpingAI2.5-5B.i1-IQ4_XS.gguf b/HelpingAI2.5-5B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..2e9b0a7 --- /dev/null +++ b/HelpingAI2.5-5B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f57cfcd11bc24d6abebc1a4eb77811832c8a330c648689cf3b1f1d5a94931802 +size 2845658944 diff --git a/HelpingAI2.5-5B.i1-Q2_K.gguf b/HelpingAI2.5-5B.i1-Q2_K.gguf new file mode 100644 index 0000000..d640bf6 --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1551718220910016192dbc8345a4fa5c0cd9af108eb9c26c68c12b2f9466ea82 +size 2064830272 diff --git a/HelpingAI2.5-5B.i1-Q2_K_S.gguf b/HelpingAI2.5-5B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..25a368e --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51aa2e2c5bc0aeff82861744303e9e436fe51bf4231b9ddaeee9556d6eb976a8 +size 1914130240 diff --git a/HelpingAI2.5-5B.i1-Q3_K_L.gguf b/HelpingAI2.5-5B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..93f835a --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04b2e066e623c3b107d3d89af2939d78e0795b3b0529557d18efb9a8261e420f +size 2822557504 diff --git a/HelpingAI2.5-5B.i1-Q3_K_M.gguf b/HelpingAI2.5-5B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..72f9d92 --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b02fc33a7b3e43fd209fd5dba9a654d02ba560de79ac485595cd0b36f3312cd2 +size 2607861568 diff --git a/HelpingAI2.5-5B.i1-Q3_K_S.gguf b/HelpingAI2.5-5B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..3c9e6b4 --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf659765d10e42dc792e63e9eb35bae3fd918aaf18914e9a3a7f660fda087244 +size 2365148992 diff --git a/HelpingAI2.5-5B.i1-Q4_0.gguf b/HelpingAI2.5-5B.i1-Q4_0.gguf new file mode 100644 index 0000000..7dc1dde --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99416d749e65d91c525fb2c7619ef3e3dfb7bae5f476996ca159d879f4dfc409 +size 3001372480 diff --git a/HelpingAI2.5-5B.i1-Q4_0_4_4.gguf b/HelpingAI2.5-5B.i1-Q4_0_4_4.gguf new file mode 100644 index 0000000..4d5754d --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9fab9caebf37ee9020f9289b98c5262ac2719425cb8751e0e9ff06bfd44b38c +size 2993508160 diff --git a/HelpingAI2.5-5B.i1-Q4_0_4_8.gguf b/HelpingAI2.5-5B.i1-Q4_0_4_8.gguf new file mode 100644 index 0000000..0cb585f --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q4_0_4_8.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:019c3f4e478f1e31546a6ac4312b8cb6aeb0aefe6e28ccfc8fca29bf229dc50a +size 2993508160 diff --git a/HelpingAI2.5-5B.i1-Q4_0_8_8.gguf b/HelpingAI2.5-5B.i1-Q4_0_8_8.gguf new file mode 100644 index 0000000..4eb58f8 --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q4_0_8_8.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05e819ee5fb80f78ed9e3fa2bcbb3e83f3e567cab67b4fcbf133535857e8fc77 +size 2993508160 diff --git a/HelpingAI2.5-5B.i1-Q4_K_M.gguf b/HelpingAI2.5-5B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..7fe4cf7 --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:03c4bdbc902e96d9b26351d956cf01034d202e0119858266a80ed9aa1a1edf57 +size 3161386816 diff --git a/HelpingAI2.5-5B.i1-Q4_K_S.gguf b/HelpingAI2.5-5B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..bde0b98 --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:676cad6e1fc425b4d6006c1aee253114c0ec30c9e1f5ff9e48ac76afe06c853b +size 3010809664 diff --git a/HelpingAI2.5-5B.i1-Q5_K_M.gguf b/HelpingAI2.5-5B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..88d1a56 --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71d268ad2b64ab15bf0d865354964be828fdb1c4c784072c3457c15e9f66641a +size 3671387968 diff --git a/HelpingAI2.5-5B.i1-Q5_K_S.gguf b/HelpingAI2.5-5B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..b446509 --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef0ad0efb4bf29b70b868938adc5c57833251cc64b0e5639c9b6d63f1610dbe1 +size 3584905024 diff --git a/HelpingAI2.5-5B.i1-Q6_K.gguf b/HelpingAI2.5-5B.i1-Q6_K.gguf new file mode 100644 index 0000000..2ad521e --- /dev/null +++ b/HelpingAI2.5-5B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6ea2c444d0d8d1421c32a9ee83fb464434a7f62d642c9e3920dc794fa9af810 +size 4213264192 diff --git a/README.md b/README.md new file mode 100644 index 0000000..6bf0017 --- /dev/null +++ b/README.md @@ -0,0 +1,85 @@ +--- +base_model: HelpingAI/HelpingAI2.5-5B +language: +- en +library_name: transformers +license: other +license_link: https://huggingface.co/OEvortex/HelpingAI2.5-2B/blob/main/LICENSE.md +license_name: helpingai +quantized_by: mradermacher +tags: +- HelpingAI +- Emotionally-Intelligent +- EQ-focused +- Conversational +- SLM +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/HelpingAI/HelpingAI2.5-5B + + +static quants are available at https://huggingface.co/mradermacher/HelpingAI2.5-5B-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/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-IQ1_S.gguf) | i1-IQ1_S | 1.4 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-IQ1_M.gguf) | i1-IQ1_M | 1.5 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-IQ2_S.gguf) | i1-IQ2_S | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-IQ2_M.gguf) | i1-IQ2_M | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.0 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q2_K.gguf) | i1-Q2_K | 2.2 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 2.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-IQ3_S.gguf) | i1-IQ3_S | 2.5 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.5 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-IQ3_M.gguf) | i1-IQ3_M | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.7 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.9 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q4_0_4_4.gguf) | i1-Q4_0_4_4 | 3.1 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q4_0_4_8.gguf) | i1-Q4_0_4_8 | 3.1 | fast on arm+i8mm, low quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q4_0_8_8.gguf) | i1-Q4_0_8_8 | 3.1 | fast on arm+sve, low quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q4_0.gguf) | i1-Q4_0 | 3.1 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 3.1 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 3.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2.5-5B-i1-GGUF/resolve/main/HelpingAI2.5-5B.i1-Q6_K.gguf) | i1-Q6_K | 4.3 | 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. + + diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..1581aab --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db467c93e1dd09983fe5b5d4c74be6e52efcbaef37940dc55988cc0965192d5e +size 5016228