From 07e18e6150af677a39f72f84d60539cc805e5bd7 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 2 Oct 2026 08:57:17 +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/Llama-3-8B-UltraMedical-i1-GGUF Source: Original Platform --- .gitattributes | 60 +++++++++++++++++++ Llama-3-8B-UltraMedical.i1-IQ1_M.gguf | 3 + Llama-3-8B-UltraMedical.i1-IQ1_S.gguf | 3 + Llama-3-8B-UltraMedical.i1-IQ2_M.gguf | 3 + Llama-3-8B-UltraMedical.i1-IQ2_S.gguf | 3 + Llama-3-8B-UltraMedical.i1-IQ2_XS.gguf | 3 + Llama-3-8B-UltraMedical.i1-IQ2_XXS.gguf | 3 + Llama-3-8B-UltraMedical.i1-IQ3_M.gguf | 3 + Llama-3-8B-UltraMedical.i1-IQ3_S.gguf | 3 + Llama-3-8B-UltraMedical.i1-IQ3_XS.gguf | 3 + Llama-3-8B-UltraMedical.i1-IQ3_XXS.gguf | 3 + Llama-3-8B-UltraMedical.i1-IQ4_NL.gguf | 3 + Llama-3-8B-UltraMedical.i1-IQ4_XS.gguf | 3 + Llama-3-8B-UltraMedical.i1-Q2_K.gguf | 3 + Llama-3-8B-UltraMedical.i1-Q2_K_S.gguf | 3 + Llama-3-8B-UltraMedical.i1-Q3_K_L.gguf | 3 + Llama-3-8B-UltraMedical.i1-Q3_K_M.gguf | 3 + Llama-3-8B-UltraMedical.i1-Q3_K_S.gguf | 3 + Llama-3-8B-UltraMedical.i1-Q4_0.gguf | 3 + Llama-3-8B-UltraMedical.i1-Q4_1.gguf | 3 + Llama-3-8B-UltraMedical.i1-Q4_K_M.gguf | 3 + Llama-3-8B-UltraMedical.i1-Q4_K_S.gguf | 3 + Llama-3-8B-UltraMedical.i1-Q5_K_M.gguf | 3 + Llama-3-8B-UltraMedical.i1-Q5_K_S.gguf | 3 + Llama-3-8B-UltraMedical.i1-Q6_K.gguf | 3 + README.md | 78 +++++++++++++++++++++++++ imatrix.dat | 3 + 27 files changed, 213 insertions(+) create mode 100644 .gitattributes create mode 100644 Llama-3-8B-UltraMedical.i1-IQ1_M.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-IQ1_S.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-IQ2_M.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-IQ2_S.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-IQ2_XS.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-IQ2_XXS.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-IQ3_M.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-IQ3_S.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-IQ3_XS.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-IQ3_XXS.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-IQ4_NL.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-IQ4_XS.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-Q2_K.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-Q2_K_S.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-Q3_K_L.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-Q3_K_M.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-Q3_K_S.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-Q4_0.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-Q4_1.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-Q4_K_M.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-Q4_K_S.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-Q5_K_M.gguf create mode 100644 Llama-3-8B-UltraMedical.i1-Q5_K_S.gguf create mode 100644 Llama-3-8B-UltraMedical.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..36a73a3 --- /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 +Llama-3-8B-UltraMedical.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3-8B-UltraMedical.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Llama-3-8B-UltraMedical.i1-IQ1_M.gguf b/Llama-3-8B-UltraMedical.i1-IQ1_M.gguf new file mode 100644 index 0000000..a719c9a --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d94cb3c555f07b37f066c9642307e13385d4600ffbf1599479a3f02eadf58e43 +size 2161972704 diff --git a/Llama-3-8B-UltraMedical.i1-IQ1_S.gguf b/Llama-3-8B-UltraMedical.i1-IQ1_S.gguf new file mode 100644 index 0000000..fcee37d --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82bf243f2e49df29cd1b954e6c6150c1c6afca7b6015459d60076800674743de +size 2019628512 diff --git a/Llama-3-8B-UltraMedical.i1-IQ2_M.gguf b/Llama-3-8B-UltraMedical.i1-IQ2_M.gguf new file mode 100644 index 0000000..411fe2f --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c46523cb8431b485b88a097462ba679d01365d27ba4ca9667a5c463f9589e141 +size 2948281824 diff --git a/Llama-3-8B-UltraMedical.i1-IQ2_S.gguf b/Llama-3-8B-UltraMedical.i1-IQ2_S.gguf new file mode 100644 index 0000000..7051696 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c415a4f278fd44caa965329aced6856e8aea3b1ab961b975544fc4eddc44062 +size 2758489568 diff --git a/Llama-3-8B-UltraMedical.i1-IQ2_XS.gguf b/Llama-3-8B-UltraMedical.i1-IQ2_XS.gguf new file mode 100644 index 0000000..ebab28a --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ab92d99dc70006b316a65e2c2da8441480f6861c92595c7fa20e799634a4ad7 +size 2605782496 diff --git a/Llama-3-8B-UltraMedical.i1-IQ2_XXS.gguf b/Llama-3-8B-UltraMedical.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..5ee69f5 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07911a3d2afaf7e29ec5d539f5580c5c3eec4bd83e280f43d9782231f0c4bc1e +size 2399213024 diff --git a/Llama-3-8B-UltraMedical.i1-IQ3_M.gguf b/Llama-3-8B-UltraMedical.i1-IQ3_M.gguf new file mode 100644 index 0000000..becaac5 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b02650b1308f6091f22334d61a1defc783ca08d4b2ccbbd5492382595d71b87 +size 3784824288 diff --git a/Llama-3-8B-UltraMedical.i1-IQ3_S.gguf b/Llama-3-8B-UltraMedical.i1-IQ3_S.gguf new file mode 100644 index 0000000..aa0321a --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28905c294e784b4ef8012799ace433330f803a38332e427ecaa713309cd30817 +size 3682325984 diff --git a/Llama-3-8B-UltraMedical.i1-IQ3_XS.gguf b/Llama-3-8B-UltraMedical.i1-IQ3_XS.gguf new file mode 100644 index 0000000..10cc131 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bcd4561b18b7ff73301115cec8a3f9069b444632d9c855cdbb1623fb4c8f8396 +size 3518748128 diff --git a/Llama-3-8B-UltraMedical.i1-IQ3_XXS.gguf b/Llama-3-8B-UltraMedical.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..c6f9360 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68a014711f66bc9aad732980205482d0460932c6da20acc7a2c5dc896b527ab4 +size 3274913248 diff --git a/Llama-3-8B-UltraMedical.i1-IQ4_NL.gguf b/Llama-3-8B-UltraMedical.i1-IQ4_NL.gguf new file mode 100644 index 0000000..34ab399 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a8a797b6a69454a36854be6a42db4efbd0c4dd68101cfd2749ff6b333a9d2e1 +size 4677989856 diff --git a/Llama-3-8B-UltraMedical.i1-IQ4_XS.gguf b/Llama-3-8B-UltraMedical.i1-IQ4_XS.gguf new file mode 100644 index 0000000..19a0bff --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6f07c6f5a8ade27eadc9d0ee75c7ded2e6ee760f86748e629048ca9e601837e +size 4447663584 diff --git a/Llama-3-8B-UltraMedical.i1-Q2_K.gguf b/Llama-3-8B-UltraMedical.i1-Q2_K.gguf new file mode 100644 index 0000000..1a5a640 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:633a6da54b22a07af50738a9e2a0e04ff202da548ddd9d9b0b1594a5fe16472a +size 3179132384 diff --git a/Llama-3-8B-UltraMedical.i1-Q2_K_S.gguf b/Llama-3-8B-UltraMedical.i1-Q2_K_S.gguf new file mode 100644 index 0000000..b879444 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0f3b27c381b16f4b18b1da5d8bdb9e0ae75e3b07b217000860d6a464d63f02f +size 2988815840 diff --git a/Llama-3-8B-UltraMedical.i1-Q3_K_L.gguf b/Llama-3-8B-UltraMedical.i1-Q3_K_L.gguf new file mode 100644 index 0000000..858af14 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eafc38cb0aae52545ad2f0034164cbace1b4314953c2e4aa4d77f4c8f1796782 +size 4321957344 diff --git a/Llama-3-8B-UltraMedical.i1-Q3_K_M.gguf b/Llama-3-8B-UltraMedical.i1-Q3_K_M.gguf new file mode 100644 index 0000000..2c3f6f1 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:084ab54ed717457be54de26247ebaabbea43329f06fc22b570a2622fde926c20 +size 4018918880 diff --git a/Llama-3-8B-UltraMedical.i1-Q3_K_S.gguf b/Llama-3-8B-UltraMedical.i1-Q3_K_S.gguf new file mode 100644 index 0000000..b2ebc5e --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d949d2a5ed09f4bc2c1eaac06ab1baa1c1bebfdef33854b81ffe57a336bb6e18 +size 3664500192 diff --git a/Llama-3-8B-UltraMedical.i1-Q4_0.gguf b/Llama-3-8B-UltraMedical.i1-Q4_0.gguf new file mode 100644 index 0000000..d49cd65 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:742523a878ebef82238fc37e7bb8b094ee311c8c20fccc57b7621982443011bf +size 4675892704 diff --git a/Llama-3-8B-UltraMedical.i1-Q4_1.gguf b/Llama-3-8B-UltraMedical.i1-Q4_1.gguf new file mode 100644 index 0000000..58405ec --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0339c07086db04f54774471683e0a9e969b366ff1c2d617adec46236288cbe4c +size 5130253792 diff --git a/Llama-3-8B-UltraMedical.i1-Q4_K_M.gguf b/Llama-3-8B-UltraMedical.i1-Q4_K_M.gguf new file mode 100644 index 0000000..8f564f1 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92aefd3932e7222a407f8a2459e393b8ab4f1a199d7582c85d3699bf5493bb3c +size 4920735200 diff --git a/Llama-3-8B-UltraMedical.i1-Q4_K_S.gguf b/Llama-3-8B-UltraMedical.i1-Q4_K_S.gguf new file mode 100644 index 0000000..03cb1d2 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d1a8d33b303a73c4ebff3c5face61b1ea1bfb79ac92a020cebd642a71fbb818 +size 4692669920 diff --git a/Llama-3-8B-UltraMedical.i1-Q5_K_M.gguf b/Llama-3-8B-UltraMedical.i1-Q5_K_M.gguf new file mode 100644 index 0000000..4b7166b --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f66f6b8f05ae14d662d5306b5c580ed5ea639862f85a3e3d05357cd0ff34f5c2 +size 5732988384 diff --git a/Llama-3-8B-UltraMedical.i1-Q5_K_S.gguf b/Llama-3-8B-UltraMedical.i1-Q5_K_S.gguf new file mode 100644 index 0000000..251d146 --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af80a1168de2b240cc47adc548a597dc994eae20e7205df72bcfd7227b40ee6f +size 5599294944 diff --git a/Llama-3-8B-UltraMedical.i1-Q6_K.gguf b/Llama-3-8B-UltraMedical.i1-Q6_K.gguf new file mode 100644 index 0000000..7a5de3b --- /dev/null +++ b/Llama-3-8B-UltraMedical.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe946f3479e314d017f4804046719b365ebdf6068fced1edb5d3d5a99a7c32fd +size 6596007392 diff --git a/README.md b/README.md new file mode 100644 index 0000000..47b5821 --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +base_model: TsinghuaC3I/Llama-3-8B-UltraMedical +datasets: +- TsinghuaC3I/UltraMedical +language: +- en +library_name: transformers +license: llama3 +quantized_by: mradermacher +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/TsinghuaC3I/Llama-3-8B-UltraMedical + + +static quants are available at https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-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/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-IQ1_S.gguf) | i1-IQ1_S | 2.1 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-IQ1_M.gguf) | i1-IQ1_M | 2.3 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-IQ2_S.gguf) | i1-IQ2_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-IQ2_M.gguf) | i1-IQ2_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.1 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-Q2_K.gguf) | i1-Q2_K | 3.3 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.8 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-IQ3_S.gguf) | i1-IQ3_S | 3.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-IQ3_M.gguf) | i1-IQ3_M | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.1 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.4 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-Q4_0.gguf) | i1-Q4_0 | 4.8 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.8 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.8 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-Q4_1.gguf) | i1-Q4_1 | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3-8B-UltraMedical-i1-GGUF/resolve/main/Llama-3-8B-UltraMedical.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. + + diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..97fe552 --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5576d067c48e669f742e4a8eb85a0620a0c57abc007c0e4e5d6d12d1e578174a +size 4988157