From 0b789056409b998f3c2149a8ff19f096fa650dea Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 14 Jun 2026 00:04:17 +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/HelpingAI2-9B-i1-GGUF Source: Original Platform --- .gitattributes | 60 +++++++++++++++++++++++ HelpingAI2-9B.i1-IQ1_M.gguf | 3 ++ HelpingAI2-9B.i1-IQ1_S.gguf | 3 ++ HelpingAI2-9B.i1-IQ2_M.gguf | 3 ++ HelpingAI2-9B.i1-IQ2_S.gguf | 3 ++ HelpingAI2-9B.i1-IQ2_XS.gguf | 3 ++ HelpingAI2-9B.i1-IQ2_XXS.gguf | 3 ++ HelpingAI2-9B.i1-IQ3_M.gguf | 3 ++ HelpingAI2-9B.i1-IQ3_S.gguf | 3 ++ HelpingAI2-9B.i1-IQ3_XS.gguf | 3 ++ HelpingAI2-9B.i1-IQ3_XXS.gguf | 3 ++ HelpingAI2-9B.i1-IQ4_XS.gguf | 3 ++ HelpingAI2-9B.i1-Q2_K.gguf | 3 ++ HelpingAI2-9B.i1-Q3_K_L.gguf | 3 ++ HelpingAI2-9B.i1-Q3_K_M.gguf | 3 ++ HelpingAI2-9B.i1-Q3_K_S.gguf | 3 ++ HelpingAI2-9B.i1-Q4_0.gguf | 3 ++ HelpingAI2-9B.i1-Q4_0_4_4.gguf | 3 ++ HelpingAI2-9B.i1-Q4_0_4_8.gguf | 3 ++ HelpingAI2-9B.i1-Q4_0_8_8.gguf | 3 ++ HelpingAI2-9B.i1-Q4_K_M.gguf | 3 ++ HelpingAI2-9B.i1-Q4_K_S.gguf | 3 ++ HelpingAI2-9B.i1-Q5_K_M.gguf | 3 ++ HelpingAI2-9B.i1-Q5_K_S.gguf | 3 ++ HelpingAI2-9B.i1-Q6_K.gguf | 3 ++ README.md | 89 ++++++++++++++++++++++++++++++++++ imatrix.dat | 3 ++ 27 files changed, 224 insertions(+) create mode 100644 .gitattributes create mode 100644 HelpingAI2-9B.i1-IQ1_M.gguf create mode 100644 HelpingAI2-9B.i1-IQ1_S.gguf create mode 100644 HelpingAI2-9B.i1-IQ2_M.gguf create mode 100644 HelpingAI2-9B.i1-IQ2_S.gguf create mode 100644 HelpingAI2-9B.i1-IQ2_XS.gguf create mode 100644 HelpingAI2-9B.i1-IQ2_XXS.gguf create mode 100644 HelpingAI2-9B.i1-IQ3_M.gguf create mode 100644 HelpingAI2-9B.i1-IQ3_S.gguf create mode 100644 HelpingAI2-9B.i1-IQ3_XS.gguf create mode 100644 HelpingAI2-9B.i1-IQ3_XXS.gguf create mode 100644 HelpingAI2-9B.i1-IQ4_XS.gguf create mode 100644 HelpingAI2-9B.i1-Q2_K.gguf create mode 100644 HelpingAI2-9B.i1-Q3_K_L.gguf create mode 100644 HelpingAI2-9B.i1-Q3_K_M.gguf create mode 100644 HelpingAI2-9B.i1-Q3_K_S.gguf create mode 100644 HelpingAI2-9B.i1-Q4_0.gguf create mode 100644 HelpingAI2-9B.i1-Q4_0_4_4.gguf create mode 100644 HelpingAI2-9B.i1-Q4_0_4_8.gguf create mode 100644 HelpingAI2-9B.i1-Q4_0_8_8.gguf create mode 100644 HelpingAI2-9B.i1-Q4_K_M.gguf create mode 100644 HelpingAI2-9B.i1-Q4_K_S.gguf create mode 100644 HelpingAI2-9B.i1-Q5_K_M.gguf create mode 100644 HelpingAI2-9B.i1-Q5_K_S.gguf create mode 100644 HelpingAI2-9B.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..a639a16 --- /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 +imatrix.dat filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q4_0_4_8.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-Q4_0_8_8.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI2-9B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/HelpingAI2-9B.i1-IQ1_M.gguf b/HelpingAI2-9B.i1-IQ1_M.gguf new file mode 100644 index 0000000..af82df1 --- /dev/null +++ b/HelpingAI2-9B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:444c3f4ffc02653421499736accc80a553f0901f11c089bda3411e1a74f0d136 +size 2361339744 diff --git a/HelpingAI2-9B.i1-IQ1_S.gguf b/HelpingAI2-9B.i1-IQ1_S.gguf new file mode 100644 index 0000000..18b94b7 --- /dev/null +++ b/HelpingAI2-9B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da126e16021eb754dc279bd3f5bfb68d53cd917a638b8e75e5a9e4aa044a5218 +size 2200514400 diff --git a/HelpingAI2-9B.i1-IQ2_M.gguf b/HelpingAI2-9B.i1-IQ2_M.gguf new file mode 100644 index 0000000..6ee2d9f --- /dev/null +++ b/HelpingAI2-9B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d28c469bbf08a84922c87cc49c8f8b68d0a43a4891c1f4d50c1451196427ecf0 +size 3239268192 diff --git a/HelpingAI2-9B.i1-IQ2_S.gguf b/HelpingAI2-9B.i1-IQ2_S.gguf new file mode 100644 index 0000000..010397e --- /dev/null +++ b/HelpingAI2-9B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f8d2bf39ea1e0ea2e270586b772a18fa3310bb713e75c5da1ab72e49ff31387 +size 3024834400 diff --git a/HelpingAI2-9B.i1-IQ2_XS.gguf b/HelpingAI2-9B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..d2cc0d3 --- /dev/null +++ b/HelpingAI2-9B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbdb84ff96596f59bb6245f6020cc5de5b04e0d72e6c261b60af4e39f1feb74c +size 2862690144 diff --git a/HelpingAI2-9B.i1-IQ2_XXS.gguf b/HelpingAI2-9B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..9dac091 --- /dev/null +++ b/HelpingAI2-9B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3784f7116f0c7e13d90676715abeb4b00b788efa04f92d4788e838ff2b2d23ed +size 2629381984 diff --git a/HelpingAI2-9B.i1-IQ3_M.gguf b/HelpingAI2-9B.i1-IQ3_M.gguf new file mode 100644 index 0000000..7da777e --- /dev/null +++ b/HelpingAI2-9B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df4647ed30473109ef2c19bd2970ba52dff0f86dd7f7c4323406610a97069eb5 +size 4170968928 diff --git a/HelpingAI2-9B.i1-IQ3_S.gguf b/HelpingAI2-9B.i1-IQ3_S.gguf new file mode 100644 index 0000000..85158ca --- /dev/null +++ b/HelpingAI2-9B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd39e671e73a9c944df42119f3861c7fc9fed9a6395e57de3643ef0e82941436 +size 4059557728 diff --git a/HelpingAI2-9B.i1-IQ3_XS.gguf b/HelpingAI2-9B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..784c49d --- /dev/null +++ b/HelpingAI2-9B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0965878e2c30383cf00609e8119a9ab0a171809cd0809bb263ad61fc04825272 +size 3875532640 diff --git a/HelpingAI2-9B.i1-IQ3_XXS.gguf b/HelpingAI2-9B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..88585b5 --- /dev/null +++ b/HelpingAI2-9B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78db1755694f175333eb3f63c4ca4b205e6a5b34f1e247598443ff5140f56373 +size 3609939808 diff --git a/HelpingAI2-9B.i1-IQ4_XS.gguf b/HelpingAI2-9B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..d56e5f7 --- /dev/null +++ b/HelpingAI2-9B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76848bdc1359b660b294ed5346b2ac52486ef70ee4f08b3d518fd1f8f316ed27 +size 4913893216 diff --git a/HelpingAI2-9B.i1-Q2_K.gguf b/HelpingAI2-9B.i1-Q2_K.gguf new file mode 100644 index 0000000..58d358f --- /dev/null +++ b/HelpingAI2-9B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e6b48023bdeaab4edab35970b91132fd695a1cbaabb2b3203d4e300100b8510 +size 3500134240 diff --git a/HelpingAI2-9B.i1-Q3_K_L.gguf b/HelpingAI2-9B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..0a62e8f --- /dev/null +++ b/HelpingAI2-9B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:905b5e4d2d340339e374832e6b1d2def14b6dd1c8efa96eedc09b582dc8ee48e +size 4779143008 diff --git a/HelpingAI2-9B.i1-Q3_K_M.gguf b/HelpingAI2-9B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..916bf20 --- /dev/null +++ b/HelpingAI2-9B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3c605d5f95d40b9641ce389dfdb6e4f7c01cf47e4af3b22f20d119dfd5a28ed +size 4436258656 diff --git a/HelpingAI2-9B.i1-Q3_K_S.gguf b/HelpingAI2-9B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..0b9a518 --- /dev/null +++ b/HelpingAI2-9B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cad401eb772818dcbb893adf1166181c6d3d5211783c093156474ec4141b5b14 +size 4039503712 diff --git a/HelpingAI2-9B.i1-Q4_0.gguf b/HelpingAI2-9B.i1-Q4_0.gguf new file mode 100644 index 0000000..9ad0596 --- /dev/null +++ b/HelpingAI2-9B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbe7e70f2f6cd9182ced4d5d5cee50bd3e32355a90fafd1c3653aaaab9aaa7a4 +size 5166763872 diff --git a/HelpingAI2-9B.i1-Q4_0_4_4.gguf b/HelpingAI2-9B.i1-Q4_0_4_4.gguf new file mode 100644 index 0000000..789f9b7 --- /dev/null +++ b/HelpingAI2-9B.i1-Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf95cfe4e9bf2d3bd4eb428a8d9f07b5ca3d6038e1b74872d79f183698d9473d +size 5152083808 diff --git a/HelpingAI2-9B.i1-Q4_0_4_8.gguf b/HelpingAI2-9B.i1-Q4_0_4_8.gguf new file mode 100644 index 0000000..6310662 --- /dev/null +++ b/HelpingAI2-9B.i1-Q4_0_4_8.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c469ac809249213eed84a4b59679925de52542c1f7219aac8d1f0a159054ddd0 +size 5152083808 diff --git a/HelpingAI2-9B.i1-Q4_0_8_8.gguf b/HelpingAI2-9B.i1-Q4_0_8_8.gguf new file mode 100644 index 0000000..0dfba88 --- /dev/null +++ b/HelpingAI2-9B.i1-Q4_0_8_8.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2417e2987377176ef80cd893f996e004885c39235847e06cf034d9425d96d03 +size 5152083808 diff --git a/HelpingAI2-9B.i1-Q4_K_M.gguf b/HelpingAI2-9B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..033c3b1 --- /dev/null +++ b/HelpingAI2-9B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82842dfea248aaf2519f2854d50da79fa077880303fadec6b454c474b947ef71 +size 5444046688 diff --git a/HelpingAI2-9B.i1-Q4_K_S.gguf b/HelpingAI2-9B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..73d24e3 --- /dev/null +++ b/HelpingAI2-9B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75324e98a27b66d9eb8a38983780b92bc79e07a36e9f794f93e5380c7f24f44e +size 5183541088 diff --git a/HelpingAI2-9B.i1-Q5_K_M.gguf b/HelpingAI2-9B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..4f43ade --- /dev/null +++ b/HelpingAI2-9B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27036e577b5c158f51fc34ba00fbf6f59ce29c807f3e7a293dea1d90f1e4e7a6 +size 6349623136 diff --git a/HelpingAI2-9B.i1-Q5_K_S.gguf b/HelpingAI2-9B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..fd3881c --- /dev/null +++ b/HelpingAI2-9B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:704d00b0cbb11ba999f0315dacfcf0578eaa89a48bfcd700ce1e02311d8a862f +size 6199218016 diff --git a/HelpingAI2-9B.i1-Q6_K.gguf b/HelpingAI2-9B.i1-Q6_K.gguf new file mode 100644 index 0000000..7e9b90c --- /dev/null +++ b/HelpingAI2-9B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9439b0774e6bcbf594d780bc54467fc65cf96f5d64b945e06be00ec83a7e4ed4 +size 7311798112 diff --git a/README.md b/README.md new file mode 100644 index 0000000..253e73e --- /dev/null +++ b/README.md @@ -0,0 +1,89 @@ +--- +base_model: HelpingAI/HelpingAI2-9B +datasets: +- OEvortex/SentimentSynth +- JeanKaddour/minipile +- OEvortex/vortex-mini +- OEvortex/EmotionalIntelligence-75K +- Abhaykoul/EMOTIONS +- Abhaykoul/human-emotion +language: +- en +library_name: transformers +license: other +license_link: LICENSE.md +license_name: helpingai +quantized_by: mradermacher +tags: +- HelpingAI +- Emotionally Intelligent +- EQ +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/HelpingAI/HelpingAI2-9B + + +static quants are available at https://huggingface.co/mradermacher/HelpingAI2-9B-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/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.3 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.5 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-IQ2_S.gguf) | i1-IQ2_S | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-IQ2_M.gguf) | i1-IQ2_M | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q2_K.gguf) | i1-Q2_K | 3.6 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 4.1 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-IQ3_S.gguf) | i1-IQ3_S | 4.2 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-IQ3_M.gguf) | i1-IQ3_M | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.5 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.9 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q4_0_4_4.gguf) | i1-Q4_0_4_4 | 5.3 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q4_0_4_8.gguf) | i1-Q4_0_4_8 | 5.3 | fast on arm+i8mm, low quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q4_0_8_8.gguf) | i1-Q4_0_8_8 | 5.3 | fast on arm+sve, low quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q4_0.gguf) | i1-Q4_0 | 5.3 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 5.3 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 6.3 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 6.4 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI2-9B-i1-GGUF/resolve/main/HelpingAI2-9B.i1-Q6_K.gguf) | i1-Q6_K | 7.4 | 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. + + diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..a3fd166 --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:812a0bbe8bdd63535b680949a7b26e18f9c30836197a25bc748502f5d8f47a10 +size 5611681