From 468a1dd2c22dded72c2a5d1c6a7962a824f7541c Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 13 Apr 2026 21:34:07 +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/MedCrab-1.5B-i1-GGUF Source: Original Platform --- .gitattributes | 60 ++++++++++++++++++++++++ MedCrab-1.5B.i1-IQ1_M.gguf | 3 ++ MedCrab-1.5B.i1-IQ1_S.gguf | 3 ++ MedCrab-1.5B.i1-IQ2_M.gguf | 3 ++ MedCrab-1.5B.i1-IQ2_S.gguf | 3 ++ MedCrab-1.5B.i1-IQ2_XS.gguf | 3 ++ MedCrab-1.5B.i1-IQ2_XXS.gguf | 3 ++ MedCrab-1.5B.i1-IQ3_M.gguf | 3 ++ MedCrab-1.5B.i1-IQ3_S.gguf | 3 ++ MedCrab-1.5B.i1-IQ3_XS.gguf | 3 ++ MedCrab-1.5B.i1-IQ3_XXS.gguf | 3 ++ MedCrab-1.5B.i1-IQ4_NL.gguf | 3 ++ MedCrab-1.5B.i1-IQ4_XS.gguf | 3 ++ MedCrab-1.5B.i1-Q2_K.gguf | 3 ++ MedCrab-1.5B.i1-Q2_K_S.gguf | 3 ++ MedCrab-1.5B.i1-Q3_K_L.gguf | 3 ++ MedCrab-1.5B.i1-Q3_K_M.gguf | 3 ++ MedCrab-1.5B.i1-Q3_K_S.gguf | 3 ++ MedCrab-1.5B.i1-Q4_0.gguf | 3 ++ MedCrab-1.5B.i1-Q4_1.gguf | 3 ++ MedCrab-1.5B.i1-Q4_K_M.gguf | 3 ++ MedCrab-1.5B.i1-Q4_K_S.gguf | 3 ++ MedCrab-1.5B.i1-Q5_K_M.gguf | 3 ++ MedCrab-1.5B.i1-Q5_K_S.gguf | 3 ++ MedCrab-1.5B.i1-Q6_K.gguf | 3 ++ MedCrab-1.5B.imatrix.gguf | 3 ++ README.md | 91 ++++++++++++++++++++++++++++++++++++ 27 files changed, 226 insertions(+) create mode 100644 .gitattributes create mode 100644 MedCrab-1.5B.i1-IQ1_M.gguf create mode 100644 MedCrab-1.5B.i1-IQ1_S.gguf create mode 100644 MedCrab-1.5B.i1-IQ2_M.gguf create mode 100644 MedCrab-1.5B.i1-IQ2_S.gguf create mode 100644 MedCrab-1.5B.i1-IQ2_XS.gguf create mode 100644 MedCrab-1.5B.i1-IQ2_XXS.gguf create mode 100644 MedCrab-1.5B.i1-IQ3_M.gguf create mode 100644 MedCrab-1.5B.i1-IQ3_S.gguf create mode 100644 MedCrab-1.5B.i1-IQ3_XS.gguf create mode 100644 MedCrab-1.5B.i1-IQ3_XXS.gguf create mode 100644 MedCrab-1.5B.i1-IQ4_NL.gguf create mode 100644 MedCrab-1.5B.i1-IQ4_XS.gguf create mode 100644 MedCrab-1.5B.i1-Q2_K.gguf create mode 100644 MedCrab-1.5B.i1-Q2_K_S.gguf create mode 100644 MedCrab-1.5B.i1-Q3_K_L.gguf create mode 100644 MedCrab-1.5B.i1-Q3_K_M.gguf create mode 100644 MedCrab-1.5B.i1-Q3_K_S.gguf create mode 100644 MedCrab-1.5B.i1-Q4_0.gguf create mode 100644 MedCrab-1.5B.i1-Q4_1.gguf create mode 100644 MedCrab-1.5B.i1-Q4_K_M.gguf create mode 100644 MedCrab-1.5B.i1-Q4_K_S.gguf create mode 100644 MedCrab-1.5B.i1-Q5_K_M.gguf create mode 100644 MedCrab-1.5B.i1-Q5_K_S.gguf create mode 100644 MedCrab-1.5B.i1-Q6_K.gguf create mode 100644 MedCrab-1.5B.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..56a527a --- /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 +MedCrab-1.5B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MedCrab-1.5B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/MedCrab-1.5B.i1-IQ1_M.gguf b/MedCrab-1.5B.i1-IQ1_M.gguf new file mode 100644 index 0000000..4617ac0 --- /dev/null +++ b/MedCrab-1.5B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:faf9bdfbaee055d24bb5f9b45d9eb93fb722d40fa00a0cde4cf455900c1d7756 +size 464173920 diff --git a/MedCrab-1.5B.i1-IQ1_S.gguf b/MedCrab-1.5B.i1-IQ1_S.gguf new file mode 100644 index 0000000..7512c70 --- /dev/null +++ b/MedCrab-1.5B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc41ba7decc8190f856a7d661fc93b15d44b22cdc5912b97c20595c0fa948f58 +size 436240224 diff --git a/MedCrab-1.5B.i1-IQ2_M.gguf b/MedCrab-1.5B.i1-IQ2_M.gguf new file mode 100644 index 0000000..01f538d --- /dev/null +++ b/MedCrab-1.5B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:052c1dd8faebac4219db351bf5b8bb9f4c9af74a02248a78ae9d8b7b5a95dd56 +size 600767328 diff --git a/MedCrab-1.5B.i1-IQ2_S.gguf b/MedCrab-1.5B.i1-IQ2_S.gguf new file mode 100644 index 0000000..d8bd40a --- /dev/null +++ b/MedCrab-1.5B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:871e2ccc4af41daf51de295afd735b7c85fc7a46fe1c17959879dd0358c98dd0 +size 563522400 diff --git a/MedCrab-1.5B.i1-IQ2_XS.gguf b/MedCrab-1.5B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..926280e --- /dev/null +++ b/MedCrab-1.5B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00b7e020fa151e528b7774f1b0fd53fe395ab554e03a054054fae164e0c279ec +size 550039392 diff --git a/MedCrab-1.5B.i1-IQ2_XXS.gguf b/MedCrab-1.5B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..b43cd64 --- /dev/null +++ b/MedCrab-1.5B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:693f5af10c056a61452b235562d99304e1326d8fa8f750d6abe4e51b00f7d2c6 +size 510730080 diff --git a/MedCrab-1.5B.i1-IQ3_M.gguf b/MedCrab-1.5B.i1-IQ3_M.gguf new file mode 100644 index 0000000..5ce8dc7 --- /dev/null +++ b/MedCrab-1.5B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54554c899baa70d81be5f70e6796d6ede33e62ba37d9586a035cbb130f6d8852 +size 776322208 diff --git a/MedCrab-1.5B.i1-IQ3_S.gguf b/MedCrab-1.5B.i1-IQ3_S.gguf new file mode 100644 index 0000000..c74d5bf --- /dev/null +++ b/MedCrab-1.5B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5ef9ee8f9a54a39b6ae42490552a0fe5efd9d9f043c0275ed2406ec81ef4ea9 +size 762065056 diff --git a/MedCrab-1.5B.i1-IQ3_XS.gguf b/MedCrab-1.5B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..8782b55 --- /dev/null +++ b/MedCrab-1.5B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc9b8fe1440b64031247ae9072e2f2ef4c4381f100c22c8e9222f472a96ecf39 +size 731357344 diff --git a/MedCrab-1.5B.i1-IQ3_XXS.gguf b/MedCrab-1.5B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..195d49a --- /dev/null +++ b/MedCrab-1.5B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e8a60cf6bcfd3a1419a38d8e868da958f9d1ac856f874594d71f7dca8948f12 +size 668504928 diff --git a/MedCrab-1.5B.i1-IQ4_NL.gguf b/MedCrab-1.5B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..1291760 --- /dev/null +++ b/MedCrab-1.5B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:547f287ffdfff419bb5624585dea7ce2c852fe748c31f79a0697d50105c3b178 +size 935989408 diff --git a/MedCrab-1.5B.i1-IQ4_XS.gguf b/MedCrab-1.5B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..86471a3 --- /dev/null +++ b/MedCrab-1.5B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56af118ffeedf08cd1cf7eb92bdb16566d0d36e4ec257e2b438056d0845f0320 +size 895389856 diff --git a/MedCrab-1.5B.i1-Q2_K.gguf b/MedCrab-1.5B.i1-Q2_K.gguf new file mode 100644 index 0000000..9db5ca5 --- /dev/null +++ b/MedCrab-1.5B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ef17a96f766585cc4e9d297caf28799f987b354e5c55add99a3d11c58727ad0 +size 675963040 diff --git a/MedCrab-1.5B.i1-Q2_K_S.gguf b/MedCrab-1.5B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..a7b27ca --- /dev/null +++ b/MedCrab-1.5B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ea611c4191682f97cd8e23e44d643fd635314c7d822c2036c83d530b5e199ff +size 639793312 diff --git a/MedCrab-1.5B.i1-Q3_K_L.gguf b/MedCrab-1.5B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..7f16a83 --- /dev/null +++ b/MedCrab-1.5B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f999171438775c01f3177993dc832ffb6257bc4543b10f8cc66814f07a2f24b8 +size 879820960 diff --git a/MedCrab-1.5B.i1-Q3_K_M.gguf b/MedCrab-1.5B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..b982110 --- /dev/null +++ b/MedCrab-1.5B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8a5b8f293f9cecf25db8bed3b71255ac2c01d2e6e5b097ce5b49bf155b505b5 +size 823836832 diff --git a/MedCrab-1.5B.i1-Q3_K_S.gguf b/MedCrab-1.5B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..f1c853c --- /dev/null +++ b/MedCrab-1.5B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f23510aaba86b9c3404ae3e4b9f458198dac62d63e510ebf0d6421105882a1b +size 760602784 diff --git a/MedCrab-1.5B.i1-Q4_0.gguf b/MedCrab-1.5B.i1-Q4_0.gguf new file mode 100644 index 0000000..3210532 --- /dev/null +++ b/MedCrab-1.5B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4bab049a19bbcd17d8984a217f8dd2a70be498723b5c6cc0cb9168d3dff2950 +size 937193632 diff --git a/MedCrab-1.5B.i1-Q4_1.gguf b/MedCrab-1.5B.i1-Q4_1.gguf new file mode 100644 index 0000000..65f1800 --- /dev/null +++ b/MedCrab-1.5B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b7cd84b21d44accedb793d5b307da3927605518d5fc3bc0df289b758433fe8c +size 1016500384 diff --git a/MedCrab-1.5B.i1-Q4_K_M.gguf b/MedCrab-1.5B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..d29a67c --- /dev/null +++ b/MedCrab-1.5B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff311b7ed2372850c025743b3f674eee3deb9ecc4587d0ff4edafaa964c08066 +size 985706656 diff --git a/MedCrab-1.5B.i1-Q4_K_S.gguf b/MedCrab-1.5B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..1ce1cce --- /dev/null +++ b/MedCrab-1.5B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c00ed1cddb07f837a029634d1c1feacc9feb510231f1597ecfccb3b30c657fe +size 939970720 diff --git a/MedCrab-1.5B.i1-Q5_K_M.gguf b/MedCrab-1.5B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..4e6f5fb --- /dev/null +++ b/MedCrab-1.5B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:846d381f2dc851e69202a534f8c71df39d43b7ffa8bc97f50749060ef3a0a973 +size 1124708512 diff --git a/MedCrab-1.5B.i1-Q5_K_S.gguf b/MedCrab-1.5B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..c8f9ef5 --- /dev/null +++ b/MedCrab-1.5B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a44cf35d5ae148cc41ec4a9515a5ae69afed7c75fee90311ba4e3af7a9035c3 +size 1098387616 diff --git a/MedCrab-1.5B.i1-Q6_K.gguf b/MedCrab-1.5B.i1-Q6_K.gguf new file mode 100644 index 0000000..482af60 --- /dev/null +++ b/MedCrab-1.5B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce34f2861c255793694e70153d92b31077f5377d8e9b40a55e126f5bcbf77113 +size 1272397984 diff --git a/MedCrab-1.5B.imatrix.gguf b/MedCrab-1.5B.imatrix.gguf new file mode 100644 index 0000000..b385f13 --- /dev/null +++ b/MedCrab-1.5B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f98723de4c9d0eeb1d8d86f54ffc7ca51f0bca2cb5a7a7cbb0623b73668b1c08 +size 2065888 diff --git a/README.md b/README.md new file mode 100644 index 0000000..9b6c071 --- /dev/null +++ b/README.md @@ -0,0 +1,91 @@ +--- +base_model: pnnbao-ump/MedCrab-1.5B +datasets: +- pnnbao-ump/MedCrab +language: +- vi +- en +library_name: transformers +license: cc-by-nc-4.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- medical-translation +- vietnamese +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/pnnbao-ump/MedCrab-1.5B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#MedCrab-1.5B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/MedCrab-1.5B-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/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-IQ1_S.gguf) | i1-IQ1_S | 0.5 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-IQ1_M.gguf) | i1-IQ1_M | 0.6 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-IQ2_S.gguf) | i1-IQ2_S | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-IQ2_M.gguf) | i1-IQ2_M | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.7 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-Q2_K.gguf) | i1-Q2_K | 0.8 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.9 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-IQ3_S.gguf) | i1-IQ3_S | 0.9 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-IQ3_M.gguf) | i1-IQ3_M | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.0 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.0 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-Q4_0.gguf) | i1-Q4_0 | 1.0 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.0 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-Q4_1.gguf) | i1-Q4_1 | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/MedCrab-1.5B-i1-GGUF/resolve/main/MedCrab-1.5B.i1-Q6_K.gguf) | i1-Q6_K | 1.4 | 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. + +