From 07ee1d6d60697c6cf5325c4ad5133762bcc00cc9 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 14 May 2026 20:52:43 +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/FullStack-Learn-LM-30B-A3B-i1-GGUF Source: Original Platform --- .gitattributes | 59 +++++++++++++++ FullStack-Learn-LM-30B-A3B.i1-IQ1_M.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-IQ1_S.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-IQ2_M.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-IQ2_S.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-IQ2_XS.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-IQ2_XXS.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-IQ3_M.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-IQ3_S.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-IQ3_XS.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-IQ3_XXS.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-IQ4_XS.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-Q2_K.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-Q2_K_S.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-Q3_K_L.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-Q3_K_M.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-Q3_K_S.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-Q4_0.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-Q4_1.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-Q4_K_M.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-Q4_K_S.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-Q5_K_M.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-Q5_K_S.gguf | 3 + FullStack-Learn-LM-30B-A3B.i1-Q6_K.gguf | 3 + FullStack-Learn-LM-30B-A3B.imatrix.gguf | 3 + README.md | 87 ++++++++++++++++++++++ 26 files changed, 218 insertions(+) create mode 100644 .gitattributes create mode 100644 FullStack-Learn-LM-30B-A3B.i1-IQ1_M.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-IQ1_S.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-IQ2_M.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-IQ2_S.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-IQ2_XS.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-IQ2_XXS.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-IQ3_M.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-IQ3_S.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-IQ3_XS.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-IQ3_XXS.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-IQ4_XS.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-Q2_K.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-Q2_K_S.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-Q3_K_L.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-Q3_K_M.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-Q3_K_S.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-Q4_0.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-Q4_1.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-Q4_K_M.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-Q4_K_S.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-Q5_K_M.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-Q5_K_S.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.i1-Q6_K.gguf create mode 100644 FullStack-Learn-LM-30B-A3B.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..075cfff --- /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 +FullStack-Learn-LM-30B-A3B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +FullStack-Learn-LM-30B-A3B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/FullStack-Learn-LM-30B-A3B.i1-IQ1_M.gguf b/FullStack-Learn-LM-30B-A3B.i1-IQ1_M.gguf new file mode 100644 index 0000000..35e5942 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce3a148b2bfaa26de090e246fb9706828928bf559f95970e6f119981c2bf9fe1 +size 7078294240 diff --git a/FullStack-Learn-LM-30B-A3B.i1-IQ1_S.gguf b/FullStack-Learn-LM-30B-A3B.i1-IQ1_S.gguf new file mode 100644 index 0000000..0456264 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4b77496e381158ce872f107cb5a64f87acda357492c93e325348c99a36b1571 +size 6416511712 diff --git a/FullStack-Learn-LM-30B-A3B.i1-IQ2_M.gguf b/FullStack-Learn-LM-30B-A3B.i1-IQ2_M.gguf new file mode 100644 index 0000000..acce54b --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e706d7ca30f6f605707312e34f964be1cf8aa4144fcceb203f57202dff39c010 +size 10169510624 diff --git a/FullStack-Learn-LM-30B-A3B.i1-IQ2_S.gguf b/FullStack-Learn-LM-30B-A3B.i1-IQ2_S.gguf new file mode 100644 index 0000000..5550d68 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c692fe01da35eee273345f9098f9f40decfb6d7ae43e717c07dea4c0256ce693 +size 9287133920 diff --git a/FullStack-Learn-LM-30B-A3B.i1-IQ2_XS.gguf b/FullStack-Learn-LM-30B-A3B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..7147814 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dfa8b7ed71d9caf93be9ea98e9e1937797d061ce60436fd3c9106cbcbc98c90c +size 9076224736 diff --git a/FullStack-Learn-LM-30B-A3B.i1-IQ2_XXS.gguf b/FullStack-Learn-LM-30B-A3B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..e8adc72 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c71183c5472137f0011a9772ca904494bb930ea5a1d1e379bda5dbc265727de1 +size 8181265120 diff --git a/FullStack-Learn-LM-30B-A3B.i1-IQ3_M.gguf b/FullStack-Learn-LM-30B-A3B.i1-IQ3_M.gguf new file mode 100644 index 0000000..5e5f7aa --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e94c9764f51bcb6b749c78a9940cd9925dd5c29543e52b8f31f8ea9f6f380f3d +size 13513065184 diff --git a/FullStack-Learn-LM-30B-A3B.i1-IQ3_S.gguf b/FullStack-Learn-LM-30B-A3B.i1-IQ3_S.gguf new file mode 100644 index 0000000..dde0680 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0cac3bcdd328323d8797f73778f6642500fd6381551f400dd5d1ad65689b10a +size 13299155680 diff --git a/FullStack-Learn-LM-30B-A3B.i1-IQ3_XS.gguf b/FullStack-Learn-LM-30B-A3B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..2391e44 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc7f16f8da6c0ec806e74a6304e5e1a56b1137e2595e054efa8c6599ce57143e +size 12598444768 diff --git a/FullStack-Learn-LM-30B-A3B.i1-IQ3_XXS.gguf b/FullStack-Learn-LM-30B-A3B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..209cb92 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84cb0573fc2465b9e6fb7f5d5ecc2ac02321007d34970dc579f70098f7e054f6 +size 11849329376 diff --git a/FullStack-Learn-LM-30B-A3B.i1-IQ4_XS.gguf b/FullStack-Learn-LM-30B-A3B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..8d79bc4 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b43bd0d79f17d26cbff46ec1c24aeb726d5c265430a0ca3ee8ebfdf3dcf7c1c9 +size 16368351968 diff --git a/FullStack-Learn-LM-30B-A3B.i1-Q2_K.gguf b/FullStack-Learn-LM-30B-A3B.i1-Q2_K.gguf new file mode 100644 index 0000000..e88b896 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71be8ef978a8ca564f2ecde8eb76320ac3634b07a4f8879b9ad9b2018452925f +size 11258612448 diff --git a/FullStack-Learn-LM-30B-A3B.i1-Q2_K_S.gguf b/FullStack-Learn-LM-30B-A3B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..59bfdb0 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e45e1a3a5a40c831e20a3e0fe765f2674d44cc8dafc1d82c693b4cbfdabed42 +size 10519366368 diff --git a/FullStack-Learn-LM-30B-A3B.i1-Q3_K_L.gguf b/FullStack-Learn-LM-30B-A3B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..6286d74 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30033c47bfd65175e41a715a351f55be34e27623d388bd1d8c18e3dc8c43f40e +size 15900672736 diff --git a/FullStack-Learn-LM-30B-A3B.i1-Q3_K_M.gguf b/FullStack-Learn-LM-30B-A3B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..adb5676 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c289cc0fadcb974f6a85fa0cbcba525721295203e18750269317651450fffbd5 +size 14711849696 diff --git a/FullStack-Learn-LM-30B-A3B.i1-Q3_K_S.gguf b/FullStack-Learn-LM-30B-A3B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..ef81636 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:880a50f46de6d659d65655ff9908410cfca5c9c1f881211d2debe2730ef18985 +size 13292471008 diff --git a/FullStack-Learn-LM-30B-A3B.i1-Q4_0.gguf b/FullStack-Learn-LM-30B-A3B.i1-Q4_0.gguf new file mode 100644 index 0000000..b0d03e9 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:787e12169168769a79b8f320a389befd48520855f74a7b5ff89c05ecec5a5d6c +size 17379990240 diff --git a/FullStack-Learn-LM-30B-A3B.i1-Q4_1.gguf b/FullStack-Learn-LM-30B-A3B.i1-Q4_1.gguf new file mode 100644 index 0000000..7b3e4f5 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b25a243c571814bac495a46c16c5f4112677080eacff32785e2019dfbfa6f625 +size 19192503008 diff --git a/FullStack-Learn-LM-30B-A3B.i1-Q4_K_M.gguf b/FullStack-Learn-LM-30B-A3B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..4807178 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0c28ea087eb6398e0348a497a64273b508686e9986d12a976abcb40f1b2069f +size 18556689120 diff --git a/FullStack-Learn-LM-30B-A3B.i1-Q4_K_S.gguf b/FullStack-Learn-LM-30B-A3B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..b2f7cad --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:069c92ec6d335702ad628f3d0a59ff5ee87913cb8554faf7fe0fc6040c0dc933 +size 17456012000 diff --git a/FullStack-Learn-LM-30B-A3B.i1-Q5_K_M.gguf b/FullStack-Learn-LM-30B-A3B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..5eaa874 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0df02d8c2411ab8f92521cde36a2a7de120975c9df9d668cc1a0a6d4b5686a8d +size 21725584096 diff --git a/FullStack-Learn-LM-30B-A3B.i1-Q5_K_S.gguf b/FullStack-Learn-LM-30B-A3B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..ab729e4 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c113e62ac2abd0c262cefc309eadcec3593e71410d255ed6df279a911306a348 +size 21080513248 diff --git a/FullStack-Learn-LM-30B-A3B.i1-Q6_K.gguf b/FullStack-Learn-LM-30B-A3B.i1-Q6_K.gguf new file mode 100644 index 0000000..d9ca802 --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f06fb5c19460530ff18b0874999b63ca6332698bbec47b385cc93c41d2d9e980 +size 25092535008 diff --git a/FullStack-Learn-LM-30B-A3B.imatrix.gguf b/FullStack-Learn-LM-30B-A3B.imatrix.gguf new file mode 100644 index 0000000..16608ee --- /dev/null +++ b/FullStack-Learn-LM-30B-A3B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df66599acc1561908c468947af3aad8026fac94fdd60322a94e0079f4d15a3af +size 122029312 diff --git a/README.md b/README.md new file mode 100644 index 0000000..f5ce1f3 --- /dev/null +++ b/README.md @@ -0,0 +1,87 @@ +--- +base_model: luzimu/FullStack-Learn-LM-30B-A3B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- code +- agent +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/luzimu/FullStack-Learn-LM-30B-A3B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#FullStack-Learn-LM-30B-A3B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-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/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.imatrix.gguf) | imatrix | 0.2 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-IQ1_S.gguf) | i1-IQ1_S | 6.5 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-IQ1_M.gguf) | i1-IQ1_M | 7.2 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 8.3 | | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 9.2 | | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-IQ2_S.gguf) | i1-IQ2_S | 9.4 | | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-IQ2_M.gguf) | i1-IQ2_M | 10.3 | | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 10.6 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-Q2_K.gguf) | i1-Q2_K | 11.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 11.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 12.7 | | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 13.4 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-IQ3_S.gguf) | i1-IQ3_S | 13.4 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-IQ3_M.gguf) | i1-IQ3_M | 13.6 | | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 14.8 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 16.0 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 16.5 | | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-Q4_0.gguf) | i1-Q4_0 | 17.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 17.6 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 18.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-Q4_1.gguf) | i1-Q4_1 | 19.3 | | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 21.2 | | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 21.8 | | +| [GGUF](https://huggingface.co/mradermacher/FullStack-Learn-LM-30B-A3B-i1-GGUF/resolve/main/FullStack-Learn-LM-30B-A3B.i1-Q6_K.gguf) | i1-Q6_K | 25.2 | 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. + +