From d09c799bc0684cd90d2f08511b6245ce6a6320a1 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 6 Jun 2026 23:56:24 +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/Medgamma27B-i1-GGUF Source: Original Platform --- .gitattributes | 59 +++++++++++++++++++++++ Medgamma27B.i1-IQ1_M.gguf | 3 ++ Medgamma27B.i1-IQ1_S.gguf | 3 ++ Medgamma27B.i1-IQ2_M.gguf | 3 ++ Medgamma27B.i1-IQ2_S.gguf | 3 ++ Medgamma27B.i1-IQ2_XS.gguf | 3 ++ Medgamma27B.i1-IQ2_XXS.gguf | 3 ++ Medgamma27B.i1-IQ3_M.gguf | 3 ++ Medgamma27B.i1-IQ3_S.gguf | 3 ++ Medgamma27B.i1-IQ3_XS.gguf | 3 ++ Medgamma27B.i1-IQ3_XXS.gguf | 3 ++ Medgamma27B.i1-IQ4_XS.gguf | 3 ++ Medgamma27B.i1-Q2_K.gguf | 3 ++ Medgamma27B.i1-Q2_K_S.gguf | 3 ++ Medgamma27B.i1-Q3_K_L.gguf | 3 ++ Medgamma27B.i1-Q3_K_M.gguf | 3 ++ Medgamma27B.i1-Q3_K_S.gguf | 3 ++ Medgamma27B.i1-Q4_0.gguf | 3 ++ Medgamma27B.i1-Q4_1.gguf | 3 ++ Medgamma27B.i1-Q4_K_M.gguf | 3 ++ Medgamma27B.i1-Q4_K_S.gguf | 3 ++ Medgamma27B.i1-Q5_K_M.gguf | 3 ++ Medgamma27B.i1-Q5_K_S.gguf | 3 ++ Medgamma27B.i1-Q6_K.gguf | 3 ++ Medgamma27B.imatrix.gguf | 3 ++ README.md | 96 +++++++++++++++++++++++++++++++++++++ 26 files changed, 227 insertions(+) create mode 100644 .gitattributes create mode 100644 Medgamma27B.i1-IQ1_M.gguf create mode 100644 Medgamma27B.i1-IQ1_S.gguf create mode 100644 Medgamma27B.i1-IQ2_M.gguf create mode 100644 Medgamma27B.i1-IQ2_S.gguf create mode 100644 Medgamma27B.i1-IQ2_XS.gguf create mode 100644 Medgamma27B.i1-IQ2_XXS.gguf create mode 100644 Medgamma27B.i1-IQ3_M.gguf create mode 100644 Medgamma27B.i1-IQ3_S.gguf create mode 100644 Medgamma27B.i1-IQ3_XS.gguf create mode 100644 Medgamma27B.i1-IQ3_XXS.gguf create mode 100644 Medgamma27B.i1-IQ4_XS.gguf create mode 100644 Medgamma27B.i1-Q2_K.gguf create mode 100644 Medgamma27B.i1-Q2_K_S.gguf create mode 100644 Medgamma27B.i1-Q3_K_L.gguf create mode 100644 Medgamma27B.i1-Q3_K_M.gguf create mode 100644 Medgamma27B.i1-Q3_K_S.gguf create mode 100644 Medgamma27B.i1-Q4_0.gguf create mode 100644 Medgamma27B.i1-Q4_1.gguf create mode 100644 Medgamma27B.i1-Q4_K_M.gguf create mode 100644 Medgamma27B.i1-Q4_K_S.gguf create mode 100644 Medgamma27B.i1-Q5_K_M.gguf create mode 100644 Medgamma27B.i1-Q5_K_S.gguf create mode 100644 Medgamma27B.i1-Q6_K.gguf create mode 100644 Medgamma27B.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..48b1941 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,59 @@ +*.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 +Medgamma27B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Medgamma27B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Medgamma27B.i1-IQ1_M.gguf b/Medgamma27B.i1-IQ1_M.gguf new file mode 100644 index 0000000..7bc719b --- /dev/null +++ b/Medgamma27B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be3dd22cc77491b1a07791d6d947de1e8bf6f4e87948c178625b65af5979718c +size 6797008096 diff --git a/Medgamma27B.i1-IQ1_S.gguf b/Medgamma27B.i1-IQ1_S.gguf new file mode 100644 index 0000000..9e47d9d --- /dev/null +++ b/Medgamma27B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4648ba412f2ffb3ae05b0ef399c3354dc01dc0c2132bc4d12b7a87abab0bd47 +size 6264009952 diff --git a/Medgamma27B.i1-IQ2_M.gguf b/Medgamma27B.i1-IQ2_M.gguf new file mode 100644 index 0000000..0e58aa2 --- /dev/null +++ b/Medgamma27B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca3ce9e2c281b9bfab5bbe48d92e5dead0e50087e7144b7f22a72c651bd6d6e8 +size 9492835552 diff --git a/Medgamma27B.i1-IQ2_S.gguf b/Medgamma27B.i1-IQ2_S.gguf new file mode 100644 index 0000000..95503db --- /dev/null +++ b/Medgamma27B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ba3c844ebc8e5e8da93afed25e51efd92d335c47395560bc9577d8ab10b158dc +size 8782171360 diff --git a/Medgamma27B.i1-IQ2_XS.gguf b/Medgamma27B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..970ebd3 --- /dev/null +++ b/Medgamma27B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41e8c06741421938590c2eb242df3a74b056458d73673eeb9174ae80717d2e59 +size 8438666464 diff --git a/Medgamma27B.i1-IQ2_XXS.gguf b/Medgamma27B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..dc154b3 --- /dev/null +++ b/Medgamma27B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:560889a3b7ad1f6fbbb5abfcc95f5edfefac775aaf6bce2219a81cfca7915bc9 +size 7685338336 diff --git a/Medgamma27B.i1-IQ3_M.gguf b/Medgamma27B.i1-IQ3_M.gguf new file mode 100644 index 0000000..37ca8f4 --- /dev/null +++ b/Medgamma27B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48ffa1b635851a13bc60eb9284ae1ae71b22a1812482b29a90a3cf55c6e62ba8 +size 12546790624 diff --git a/Medgamma27B.i1-IQ3_S.gguf b/Medgamma27B.i1-IQ3_S.gguf new file mode 100644 index 0000000..6c65f68 --- /dev/null +++ b/Medgamma27B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b47283c69529aa692e792e14ea1f18dccc5abb44c92f8498892642528bffeb30 +size 12167331040 diff --git a/Medgamma27B.i1-IQ3_XS.gguf b/Medgamma27B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..af7e3e3 --- /dev/null +++ b/Medgamma27B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c913b36bd762efbb318ed0b9a7f656a617c2f7a9afda3d659b0ce6670411abe +size 11561950432 diff --git a/Medgamma27B.i1-IQ3_XXS.gguf b/Medgamma27B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..c9101d6 --- /dev/null +++ b/Medgamma27B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d16a297f6614e431fc3657612ff5b819828cfd34289b024364cc3150062fde28 +size 10716241120 diff --git a/Medgamma27B.i1-IQ4_XS.gguf b/Medgamma27B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..cbfde02 --- /dev/null +++ b/Medgamma27B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9dd21e07f9951c03cd382d3f1c3b1731b289f046428d7c002cc4d20e4739142f +size 14767164640 diff --git a/Medgamma27B.i1-Q2_K.gguf b/Medgamma27B.i1-Q2_K.gguf new file mode 100644 index 0000000..ed19dd3 --- /dev/null +++ b/Medgamma27B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88d0d20fc199de5e6f39bf3f94635aaabc6112d90618354929d58ab9e64f2dd0 +size 10503437536 diff --git a/Medgamma27B.i1-Q2_K_S.gguf b/Medgamma27B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..fb33832 --- /dev/null +++ b/Medgamma27B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15e883917627ba612c474bc3c46a41005aba515ae3da65c4333635e3e6381cc9 +size 9757162720 diff --git a/Medgamma27B.i1-Q3_K_L.gguf b/Medgamma27B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..6b449a6 --- /dev/null +++ b/Medgamma27B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d100abb4201c0b6426c992bab40be2e05212c95d7b1e3970a58ef85bc0478c7e +size 14543178976 diff --git a/Medgamma27B.i1-Q3_K_M.gguf b/Medgamma27B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..b81c6ac --- /dev/null +++ b/Medgamma27B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4895e1f600c7501e19bdb37d857066159f729bee045976afbf4abbe764b8473 +size 13437357280 diff --git a/Medgamma27B.i1-Q3_K_S.gguf b/Medgamma27B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..571b988 --- /dev/null +++ b/Medgamma27B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36227b0722f8e52ffb22bf6cea79df782767c8e86f0e089384346148baf59a73 +size 12167331040 diff --git a/Medgamma27B.i1-Q4_0.gguf b/Medgamma27B.i1-Q4_0.gguf new file mode 100644 index 0000000..8da7c78 --- /dev/null +++ b/Medgamma27B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:466bcbc70544bc19baf66276b882936993f344236fd0d83499e98da7828d0041 +size 15617690848 diff --git a/Medgamma27B.i1-Q4_1.gguf b/Medgamma27B.i1-Q4_1.gguf new file mode 100644 index 0000000..09de7aa --- /dev/null +++ b/Medgamma27B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c584e9fba757e7f9c82c69ba516bf757b52e8d935db592a996c0f07bb6532ca0 +size 17167011040 diff --git a/Medgamma27B.i1-Q4_K_M.gguf b/Medgamma27B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..4b3ba18 --- /dev/null +++ b/Medgamma27B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6634c46132f37fa361d7e02271c708b221eaea76d2aac42dc1932a3b9848e00a +size 16546405600 diff --git a/Medgamma27B.i1-Q4_K_S.gguf b/Medgamma27B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..b230c12 --- /dev/null +++ b/Medgamma27B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:449edf71c8d007951edd7a4f8c2d85252341c24093b23eb8a4599f081f611675 +size 15673773280 diff --git a/Medgamma27B.i1-Q5_K_M.gguf b/Medgamma27B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..48dd6f9 --- /dev/null +++ b/Medgamma27B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ce4391173cf7bc10ebc081cfb9c35851c13593d49873f8f1343504fb42e4359 +size 19271392480 diff --git a/Medgamma27B.i1-Q5_K_S.gguf b/Medgamma27B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..4aa26e9 --- /dev/null +++ b/Medgamma27B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:263bcfced8f4c66ecbe6a19654af31af10ec3dc418b1655d40c156d617250620 +size 18766908640 diff --git a/Medgamma27B.i1-Q6_K.gguf b/Medgamma27B.i1-Q6_K.gguf new file mode 100644 index 0000000..8758df5 --- /dev/null +++ b/Medgamma27B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38c58d2312c08b1a94f2216aeef68aa22fd33883d750a8e80928452f9104367e +size 22166691040 diff --git a/Medgamma27B.imatrix.gguf b/Medgamma27B.imatrix.gguf new file mode 100644 index 0000000..ce14ba8 --- /dev/null +++ b/Medgamma27B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3249c329d65883a8eb42bf3e837e07679eb22e3d5441a5f901070094df90d5c1 +size 13081760 diff --git a/README.md b/README.md new file mode 100644 index 0000000..6e6e05b --- /dev/null +++ b/README.md @@ -0,0 +1,96 @@ +--- +base_model: Muhammadidrees/Medgamma27B +extra_gated_button_content: Acknowledge license +extra_gated_heading: Access MedGemma on Hugging Face +extra_gated_prompt: To access MedGemma on Hugging Face, you're required to review + and agree to [Health AI Developer Foundation's terms of use](https://developers.google.com/health-ai-developer-foundations/terms). + To do this, please ensure you're logged in to Hugging Face and click below. Requests + are processed immediately. +language: +- en +library_name: transformers +license: other +license_link: https://developers.google.com/health-ai-developer-foundations/terms +license_name: health-ai-developer-foundations +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- medical +- clinical-reasoning +- thinking +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/Muhammadidrees/Medgamma27B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Medgamma27B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Medgamma27B-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/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-IQ1_S.gguf) | i1-IQ1_S | 6.4 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-IQ1_M.gguf) | i1-IQ1_M | 6.9 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 7.8 | | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 8.5 | | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-IQ2_S.gguf) | i1-IQ2_S | 8.9 | | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-IQ2_M.gguf) | i1-IQ2_M | 9.6 | | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 9.9 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-Q2_K.gguf) | i1-Q2_K | 10.6 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 10.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 11.7 | | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-IQ3_S.gguf) | i1-IQ3_S | 12.3 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 12.3 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-IQ3_M.gguf) | i1-IQ3_M | 12.6 | | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 13.5 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 14.6 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 14.9 | | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-Q4_0.gguf) | i1-Q4_0 | 15.7 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 15.8 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 16.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-Q4_1.gguf) | i1-Q4_1 | 17.3 | | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 18.9 | | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 19.4 | | +| [GGUF](https://huggingface.co/mradermacher/Medgamma27B-i1-GGUF/resolve/main/Medgamma27B.i1-Q6_K.gguf) | i1-Q6_K | 22.3 | 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. + +