From ee97d08664a7fba9c20db4f39e583c3dc33e26d6 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 10 May 2026 11:09:44 +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/Avicenna-8B-Base-i1-GGUF Source: Original Platform --- .gitattributes | 60 +++++++++++++++++++++ Avicenna-8B-Base.i1-IQ1_M.gguf | 3 ++ Avicenna-8B-Base.i1-IQ1_S.gguf | 3 ++ Avicenna-8B-Base.i1-IQ2_M.gguf | 3 ++ Avicenna-8B-Base.i1-IQ2_S.gguf | 3 ++ Avicenna-8B-Base.i1-IQ2_XS.gguf | 3 ++ Avicenna-8B-Base.i1-IQ2_XXS.gguf | 3 ++ Avicenna-8B-Base.i1-IQ3_M.gguf | 3 ++ Avicenna-8B-Base.i1-IQ3_S.gguf | 3 ++ Avicenna-8B-Base.i1-IQ3_XS.gguf | 3 ++ Avicenna-8B-Base.i1-IQ3_XXS.gguf | 3 ++ Avicenna-8B-Base.i1-IQ4_NL.gguf | 3 ++ Avicenna-8B-Base.i1-IQ4_XS.gguf | 3 ++ Avicenna-8B-Base.i1-Q2_K.gguf | 3 ++ Avicenna-8B-Base.i1-Q2_K_S.gguf | 3 ++ Avicenna-8B-Base.i1-Q3_K_L.gguf | 3 ++ Avicenna-8B-Base.i1-Q3_K_M.gguf | 3 ++ Avicenna-8B-Base.i1-Q3_K_S.gguf | 3 ++ Avicenna-8B-Base.i1-Q4_0.gguf | 3 ++ Avicenna-8B-Base.i1-Q4_1.gguf | 3 ++ Avicenna-8B-Base.i1-Q4_K_M.gguf | 3 ++ Avicenna-8B-Base.i1-Q4_K_S.gguf | 3 ++ Avicenna-8B-Base.i1-Q5_K_M.gguf | 3 ++ Avicenna-8B-Base.i1-Q5_K_S.gguf | 3 ++ Avicenna-8B-Base.i1-Q6_K.gguf | 3 ++ Avicenna-8B-Base.imatrix.gguf | 3 ++ README.md | 93 ++++++++++++++++++++++++++++++++ 27 files changed, 228 insertions(+) create mode 100644 .gitattributes create mode 100644 Avicenna-8B-Base.i1-IQ1_M.gguf create mode 100644 Avicenna-8B-Base.i1-IQ1_S.gguf create mode 100644 Avicenna-8B-Base.i1-IQ2_M.gguf create mode 100644 Avicenna-8B-Base.i1-IQ2_S.gguf create mode 100644 Avicenna-8B-Base.i1-IQ2_XS.gguf create mode 100644 Avicenna-8B-Base.i1-IQ2_XXS.gguf create mode 100644 Avicenna-8B-Base.i1-IQ3_M.gguf create mode 100644 Avicenna-8B-Base.i1-IQ3_S.gguf create mode 100644 Avicenna-8B-Base.i1-IQ3_XS.gguf create mode 100644 Avicenna-8B-Base.i1-IQ3_XXS.gguf create mode 100644 Avicenna-8B-Base.i1-IQ4_NL.gguf create mode 100644 Avicenna-8B-Base.i1-IQ4_XS.gguf create mode 100644 Avicenna-8B-Base.i1-Q2_K.gguf create mode 100644 Avicenna-8B-Base.i1-Q2_K_S.gguf create mode 100644 Avicenna-8B-Base.i1-Q3_K_L.gguf create mode 100644 Avicenna-8B-Base.i1-Q3_K_M.gguf create mode 100644 Avicenna-8B-Base.i1-Q3_K_S.gguf create mode 100644 Avicenna-8B-Base.i1-Q4_0.gguf create mode 100644 Avicenna-8B-Base.i1-Q4_1.gguf create mode 100644 Avicenna-8B-Base.i1-Q4_K_M.gguf create mode 100644 Avicenna-8B-Base.i1-Q4_K_S.gguf create mode 100644 Avicenna-8B-Base.i1-Q5_K_M.gguf create mode 100644 Avicenna-8B-Base.i1-Q5_K_S.gguf create mode 100644 Avicenna-8B-Base.i1-Q6_K.gguf create mode 100644 Avicenna-8B-Base.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..8500f3c --- /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 +Avicenna-8B-Base.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Avicenna-8B-Base.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Avicenna-8B-Base.i1-IQ1_M.gguf b/Avicenna-8B-Base.i1-IQ1_M.gguf new file mode 100644 index 0000000..44c9698 --- /dev/null +++ b/Avicenna-8B-Base.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b648d0acb7fd60b9afe3ff007c164d5a1e29c6774df0d6a8208b0b23d30dc06 +size 2161978112 diff --git a/Avicenna-8B-Base.i1-IQ1_S.gguf b/Avicenna-8B-Base.i1-IQ1_S.gguf new file mode 100644 index 0000000..67a7c7b --- /dev/null +++ b/Avicenna-8B-Base.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b1c2acfae37314172b26a3826b6ac7be6a58b0c3fa330b2a69e9c7f5153b6801 +size 2019633920 diff --git a/Avicenna-8B-Base.i1-IQ2_M.gguf b/Avicenna-8B-Base.i1-IQ2_M.gguf new file mode 100644 index 0000000..8e2aad7 --- /dev/null +++ b/Avicenna-8B-Base.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed3ab0571408d80528153a19188af6be0c8ba09d237cfe5f403ce6e8d6a3f98b +size 2948287232 diff --git a/Avicenna-8B-Base.i1-IQ2_S.gguf b/Avicenna-8B-Base.i1-IQ2_S.gguf new file mode 100644 index 0000000..e24f1ab --- /dev/null +++ b/Avicenna-8B-Base.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c577111754573988e7ee165d763859e30a3e987a4f8b6855f7129ac2a7f08699 +size 2758494976 diff --git a/Avicenna-8B-Base.i1-IQ2_XS.gguf b/Avicenna-8B-Base.i1-IQ2_XS.gguf new file mode 100644 index 0000000..6001f8d --- /dev/null +++ b/Avicenna-8B-Base.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8409d3ebb029341501c0c7464e148416e0e7b75a555ef1d39a5a46a38f3870bf +size 2605787904 diff --git a/Avicenna-8B-Base.i1-IQ2_XXS.gguf b/Avicenna-8B-Base.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..625fc3b --- /dev/null +++ b/Avicenna-8B-Base.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:385eb653258e995126d73a26e56843c3fb4d34e2c754b12c6840f659119eb966 +size 2399218432 diff --git a/Avicenna-8B-Base.i1-IQ3_M.gguf b/Avicenna-8B-Base.i1-IQ3_M.gguf new file mode 100644 index 0000000..7aaa9c4 --- /dev/null +++ b/Avicenna-8B-Base.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:109bcf18436aafbaaea68d08e87c4ac694b97096d7814e56985010be68686e8c +size 3784829696 diff --git a/Avicenna-8B-Base.i1-IQ3_S.gguf b/Avicenna-8B-Base.i1-IQ3_S.gguf new file mode 100644 index 0000000..57fe60d --- /dev/null +++ b/Avicenna-8B-Base.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d084ba0a7f95ccd3a16a05e6513af97aade76c7b6cff3b817db39e9e99dab5ba +size 3682331392 diff --git a/Avicenna-8B-Base.i1-IQ3_XS.gguf b/Avicenna-8B-Base.i1-IQ3_XS.gguf new file mode 100644 index 0000000..ef37768 --- /dev/null +++ b/Avicenna-8B-Base.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d27d002dd7d3363d1086ab0f4eaf48f7aee3789dc00dbf976f47a9f5f3f6b45 +size 3518753536 diff --git a/Avicenna-8B-Base.i1-IQ3_XXS.gguf b/Avicenna-8B-Base.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..bd70e71 --- /dev/null +++ b/Avicenna-8B-Base.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9047df058fdfa8992ced3b85566f1b3fffeeeeca04c256be128328986d6affd0 +size 3274918656 diff --git a/Avicenna-8B-Base.i1-IQ4_NL.gguf b/Avicenna-8B-Base.i1-IQ4_NL.gguf new file mode 100644 index 0000000..408fe35 --- /dev/null +++ b/Avicenna-8B-Base.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc0764fec31ea4d251aa159a4a80bf2463c0679ceababffdfce40315d033f6af +size 4677995264 diff --git a/Avicenna-8B-Base.i1-IQ4_XS.gguf b/Avicenna-8B-Base.i1-IQ4_XS.gguf new file mode 100644 index 0000000..5b45e83 --- /dev/null +++ b/Avicenna-8B-Base.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a82f62cc1e859a8d52aec7efa9727f8b0c18732b6df4551c29be2ebaa73719ee +size 4447668992 diff --git a/Avicenna-8B-Base.i1-Q2_K.gguf b/Avicenna-8B-Base.i1-Q2_K.gguf new file mode 100644 index 0000000..d45f032 --- /dev/null +++ b/Avicenna-8B-Base.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73f721d329203d8957fbc6b1d999ff12513a936971fda725d7c0e61b41f7096a +size 3179137792 diff --git a/Avicenna-8B-Base.i1-Q2_K_S.gguf b/Avicenna-8B-Base.i1-Q2_K_S.gguf new file mode 100644 index 0000000..58f3a63 --- /dev/null +++ b/Avicenna-8B-Base.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:773ff2ba2f0aeb947a28a7975d72d4317340da783a21b0cdc3a02949606f5e54 +size 2988821248 diff --git a/Avicenna-8B-Base.i1-Q3_K_L.gguf b/Avicenna-8B-Base.i1-Q3_K_L.gguf new file mode 100644 index 0000000..4a938f5 --- /dev/null +++ b/Avicenna-8B-Base.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:354241851a81ded9463fe63f0baae32670172c6efecf658fbd7ea27db55b28c4 +size 4321962752 diff --git a/Avicenna-8B-Base.i1-Q3_K_M.gguf b/Avicenna-8B-Base.i1-Q3_K_M.gguf new file mode 100644 index 0000000..f513ec3 --- /dev/null +++ b/Avicenna-8B-Base.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a96879f022cb4eb019b3ca028f60f630d4de324de5702029cd0f44771947b612 +size 4018924288 diff --git a/Avicenna-8B-Base.i1-Q3_K_S.gguf b/Avicenna-8B-Base.i1-Q3_K_S.gguf new file mode 100644 index 0000000..739ed70 --- /dev/null +++ b/Avicenna-8B-Base.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:119c7d3f7e54b069369e80ecb390005551e480d4c16d46d846d9a4d0b62c6c28 +size 3664505600 diff --git a/Avicenna-8B-Base.i1-Q4_0.gguf b/Avicenna-8B-Base.i1-Q4_0.gguf new file mode 100644 index 0000000..94f9829 --- /dev/null +++ b/Avicenna-8B-Base.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6a5a3b35fa7c0b077bba8dbc5ae4c1f43e686561d076ad31453aaa3c9993265 +size 4675898112 diff --git a/Avicenna-8B-Base.i1-Q4_1.gguf b/Avicenna-8B-Base.i1-Q4_1.gguf new file mode 100644 index 0000000..b871567 --- /dev/null +++ b/Avicenna-8B-Base.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35902c98678513f6c535bf4dfa9e8b1253ba892c3d628e29f75498f64a4cf409 +size 5130259200 diff --git a/Avicenna-8B-Base.i1-Q4_K_M.gguf b/Avicenna-8B-Base.i1-Q4_K_M.gguf new file mode 100644 index 0000000..ff7e070 --- /dev/null +++ b/Avicenna-8B-Base.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86ed3999dc989e2dcb3db27273170a0e6a1de686cb681507de3374fbe462bc0f +size 4920740608 diff --git a/Avicenna-8B-Base.i1-Q4_K_S.gguf b/Avicenna-8B-Base.i1-Q4_K_S.gguf new file mode 100644 index 0000000..f513061 --- /dev/null +++ b/Avicenna-8B-Base.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92c4a77746f9e38562a57ea23e009ee473df8b39025dcab865110eb004fa2b36 +size 4692675328 diff --git a/Avicenna-8B-Base.i1-Q5_K_M.gguf b/Avicenna-8B-Base.i1-Q5_K_M.gguf new file mode 100644 index 0000000..44915e2 --- /dev/null +++ b/Avicenna-8B-Base.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d6cd100da1a593ef9db864f5a9d935f006b04dcbb06c4d86ed37304e7e1d25e +size 5732993792 diff --git a/Avicenna-8B-Base.i1-Q5_K_S.gguf b/Avicenna-8B-Base.i1-Q5_K_S.gguf new file mode 100644 index 0000000..77741f3 --- /dev/null +++ b/Avicenna-8B-Base.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fcbf8213107d9f7766bd30a4450727e0ac0c3b0737dcca4f24548f166e5b27db +size 5599300352 diff --git a/Avicenna-8B-Base.i1-Q6_K.gguf b/Avicenna-8B-Base.i1-Q6_K.gguf new file mode 100644 index 0000000..241cb90 --- /dev/null +++ b/Avicenna-8B-Base.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c7ad02bcb17103fea5d23dd3c228a1e1d24f7475d3b04f3f4b1f027715f78fc +size 6596012800 diff --git a/Avicenna-8B-Base.imatrix.gguf b/Avicenna-8B-Base.imatrix.gguf new file mode 100644 index 0000000..9314d65 --- /dev/null +++ b/Avicenna-8B-Base.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0bdcc29b48003ade62df78aaf83978fcfc37fc7a39a37e7731035f23f2524d89 +size 5015200 diff --git a/README.md b/README.md new file mode 100644 index 0000000..cedbe8e --- /dev/null +++ b/README.md @@ -0,0 +1,93 @@ +--- +base_model: salihfurkaan/Avicenna-8B-Base +language: +- en +library_name: transformers +license: llama3.1 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- medical +- clinical-reasoning +- self-consistency +- merge +- dare-ties +- biology +- healthcare +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/salihfurkaan/Avicenna-8B-Base + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Avicenna-8B-Base-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Avicenna-8B-Base-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/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-IQ1_S.gguf) | i1-IQ1_S | 2.1 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-IQ1_M.gguf) | i1-IQ1_M | 2.3 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-IQ2_S.gguf) | i1-IQ2_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-IQ2_M.gguf) | i1-IQ2_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.1 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-Q2_K.gguf) | i1-Q2_K | 3.3 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.8 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-IQ3_S.gguf) | i1-IQ3_S | 3.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-IQ3_M.gguf) | i1-IQ3_M | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.1 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.4 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-Q4_0.gguf) | i1-Q4_0 | 4.8 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.8 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.8 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-Q4_1.gguf) | i1-Q4_1 | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Avicenna-8B-Base-i1-GGUF/resolve/main/Avicenna-8B-Base.i1-Q6_K.gguf) | i1-Q6_K | 6.7 | 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. + +