From eec8ae3da1f66f0754a36e014302e85ffaca9bf1 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 3 May 2026 11:22:45 +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-3.2-3B-NuminaQA-i1-GGUF Source: Original Platform --- .gitattributes | 60 +++++++++++++++++++++ Llama-3.2-3B-NuminaQA.i1-IQ1_M.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-IQ1_S.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-IQ2_M.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-IQ2_S.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-IQ2_XS.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-IQ2_XXS.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-IQ3_M.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-IQ3_S.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-IQ3_XS.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-IQ3_XXS.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-IQ4_NL.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-IQ4_XS.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-Q2_K.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-Q2_K_S.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-Q3_K_L.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-Q3_K_M.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-Q3_K_S.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-Q4_0.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-Q4_1.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-Q4_K_M.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-Q4_K_S.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-Q5_K_M.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-Q5_K_S.gguf | 3 ++ Llama-3.2-3B-NuminaQA.i1-Q6_K.gguf | 3 ++ README.md | 78 +++++++++++++++++++++++++++ imatrix.dat | 3 ++ 27 files changed, 213 insertions(+) create mode 100644 .gitattributes create mode 100644 Llama-3.2-3B-NuminaQA.i1-IQ1_M.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-IQ1_S.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-IQ2_M.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-IQ2_S.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-IQ2_XS.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-IQ2_XXS.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-IQ3_M.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-IQ3_S.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-IQ3_XS.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-IQ3_XXS.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-IQ4_NL.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-IQ4_XS.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-Q2_K.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-Q2_K_S.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-Q3_K_L.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-Q3_K_M.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-Q3_K_S.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-Q4_0.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-Q4_1.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-Q4_K_M.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-Q4_K_S.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-Q5_K_M.gguf create mode 100644 Llama-3.2-3B-NuminaQA.i1-Q5_K_S.gguf create mode 100644 Llama-3.2-3B-NuminaQA.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..137c95e --- /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-3.2-3B-NuminaQA.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-NuminaQA.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Llama-3.2-3B-NuminaQA.i1-IQ1_M.gguf b/Llama-3.2-3B-NuminaQA.i1-IQ1_M.gguf new file mode 100644 index 0000000..e547450 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ec050a461b521d83e60cf1d8f1f6daf889db4d47582d1fb0edef10f9201518b +size 924188160 diff --git a/Llama-3.2-3B-NuminaQA.i1-IQ1_S.gguf b/Llama-3.2-3B-NuminaQA.i1-IQ1_S.gguf new file mode 100644 index 0000000..bda9982 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea70ad9626e817dc952cf4091069d1114b4735d1b0a36a0a3c15d0a2aacc159a +size 868154880 diff --git a/Llama-3.2-3B-NuminaQA.i1-IQ2_M.gguf b/Llama-3.2-3B-NuminaQA.i1-IQ2_M.gguf new file mode 100644 index 0000000..8ce0f0b --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42fa87cc5498336e630f89075d23a1ff8adbae30a4c231ad1746ecdaf4eb181a +size 1229028864 diff --git a/Llama-3.2-3B-NuminaQA.i1-IQ2_S.gguf b/Llama-3.2-3B-NuminaQA.i1-IQ2_S.gguf new file mode 100644 index 0000000..b350740 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dae247b39bb7983f269be6155b00b088f1149b349631d763714ab1120a725a04 +size 1154317824 diff --git a/Llama-3.2-3B-NuminaQA.i1-IQ2_XS.gguf b/Llama-3.2-3B-NuminaQA.i1-IQ2_XS.gguf new file mode 100644 index 0000000..9883060 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ea8b2f5c580f34cd86e63de274d8f1d8dea7d5781605b11a0c6498e547f4a5d +size 1100545536 diff --git a/Llama-3.2-3B-NuminaQA.i1-IQ2_XXS.gguf b/Llama-3.2-3B-NuminaQA.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..d64d225 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c7002e41d96b028d77ca6762798093ae828c9b14789369b65bb04364a83364f +size 1017576960 diff --git a/Llama-3.2-3B-NuminaQA.i1-IQ3_M.gguf b/Llama-3.2-3B-NuminaQA.i1-IQ3_M.gguf new file mode 100644 index 0000000..c6de5cd --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca0934d56f5c91595f1608efaea82454faa75a56747f52bc42c51ac02d15e35f +size 1599665664 diff --git a/Llama-3.2-3B-NuminaQA.i1-IQ3_S.gguf b/Llama-3.2-3B-NuminaQA.i1-IQ3_S.gguf new file mode 100644 index 0000000..94435e6 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e2d4c6d2bb1bc1ab50b62f287100ea9944bae738f2363ef6bed69e15a69b03d +size 1542845952 diff --git a/Llama-3.2-3B-NuminaQA.i1-IQ3_XS.gguf b/Llama-3.2-3B-NuminaQA.i1-IQ3_XS.gguf new file mode 100644 index 0000000..a7a00a1 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50e21120d17a8a240783a6405707392bec45f5cd74a55e57a3c7034ebd7010f8 +size 1476785664 diff --git a/Llama-3.2-3B-NuminaQA.i1-IQ3_XXS.gguf b/Llama-3.2-3B-NuminaQA.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..3c13ae7 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31b1db001fcb77cec0f623b9ef660aafe3ff71d9ad9e85c4fc31b6bdea4d52fc +size 1348763136 diff --git a/Llama-3.2-3B-NuminaQA.i1-IQ4_NL.gguf b/Llama-3.2-3B-NuminaQA.i1-IQ4_NL.gguf new file mode 100644 index 0000000..0d21f25 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a28fcf2e9ff38543c1d23aeec5924517ad5cb37e468ed77ba49677e7e3cde65 +size 1917187584 diff --git a/Llama-3.2-3B-NuminaQA.i1-IQ4_XS.gguf b/Llama-3.2-3B-NuminaQA.i1-IQ4_XS.gguf new file mode 100644 index 0000000..1444b4b --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7bed4455ea7c17a667daff7cb1599a508cea294834d74f5150fa2081946c447 +size 1829107200 diff --git a/Llama-3.2-3B-NuminaQA.i1-Q2_K.gguf b/Llama-3.2-3B-NuminaQA.i1-Q2_K.gguf new file mode 100644 index 0000000..d5ec897 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:151775e520ad634b2e0c59146dddec7e6ae554c0e3f9cfb3ca339d3d6e840da1 +size 1363932672 diff --git a/Llama-3.2-3B-NuminaQA.i1-Q2_K_S.gguf b/Llama-3.2-3B-NuminaQA.i1-Q2_K_S.gguf new file mode 100644 index 0000000..790f874 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ca44c4bc7084a4d564b7f7ab7cbd78920cff5e09b894c0cd77d26d6b9b7e68d +size 1274279424 diff --git a/Llama-3.2-3B-NuminaQA.i1-Q3_K_L.gguf b/Llama-3.2-3B-NuminaQA.i1-Q3_K_L.gguf new file mode 100644 index 0000000..f58356c --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0454211fc945cfb45dde0ca581bf1fad8142a52851746847d61d53c8b3e7f6b1 +size 1815344640 diff --git a/Llama-3.2-3B-NuminaQA.i1-Q3_K_M.gguf b/Llama-3.2-3B-NuminaQA.i1-Q3_K_M.gguf new file mode 100644 index 0000000..abd25e9 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b738981dfe60c670d83e644425d7aa02fa17aa8507f06fcb4b5053b308f9333 +size 1687156224 diff --git a/Llama-3.2-3B-NuminaQA.i1-Q3_K_S.gguf b/Llama-3.2-3B-NuminaQA.i1-Q3_K_S.gguf new file mode 100644 index 0000000..af898a3 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b1690dcaba99b11f1bf83d845967d1faecb225f5fc378d981092e26c30071072 +size 1542845952 diff --git a/Llama-3.2-3B-NuminaQA.i1-Q4_0.gguf b/Llama-3.2-3B-NuminaQA.i1-Q4_0.gguf new file mode 100644 index 0000000..be0a809 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a103e56771f4ddbd9063d2842acdc5991238642194d1abade15cfe8e3ed53588 +size 1921906176 diff --git a/Llama-3.2-3B-NuminaQA.i1-Q4_1.gguf b/Llama-3.2-3B-NuminaQA.i1-Q4_1.gguf new file mode 100644 index 0000000..f270ad8 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6d2c59a968a8f8f4bfb2bb20049f189352eba07ddeedd6d4cb43ef0d55c3b17 +size 2093348352 diff --git a/Llama-3.2-3B-NuminaQA.i1-Q4_K_M.gguf b/Llama-3.2-3B-NuminaQA.i1-Q4_K_M.gguf new file mode 100644 index 0000000..a76bf3d --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6d5372582bb41d0166a2133e1075b4a7ad7eadd9f5cb6b6c441e43072138c57 +size 2019374592 diff --git a/Llama-3.2-3B-NuminaQA.i1-Q4_K_S.gguf b/Llama-3.2-3B-NuminaQA.i1-Q4_K_S.gguf new file mode 100644 index 0000000..d12885d --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:403fe1d237b45360a3f7c1869e63e018ff3a1f9168283365cf729f4d2209861a +size 1928197632 diff --git a/Llama-3.2-3B-NuminaQA.i1-Q5_K_M.gguf b/Llama-3.2-3B-NuminaQA.i1-Q5_K_M.gguf new file mode 100644 index 0000000..1abb496 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5eae43b89e022fd8148ce3b30d0b7f3c50294bb30ce004c02acdc7f921ac45aa +size 2322150912 diff --git a/Llama-3.2-3B-NuminaQA.i1-Q5_K_S.gguf b/Llama-3.2-3B-NuminaQA.i1-Q5_K_S.gguf new file mode 100644 index 0000000..a600122 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:451332cb37bc11a7d913da9bacb95594370cf8c06782708e62ff42a7bb70ad24 +size 2269509120 diff --git a/Llama-3.2-3B-NuminaQA.i1-Q6_K.gguf b/Llama-3.2-3B-NuminaQA.i1-Q6_K.gguf new file mode 100644 index 0000000..22064e2 --- /dev/null +++ b/Llama-3.2-3B-NuminaQA.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b28efd4d6adf57f149b1c881555caa105d3f6daaec83f4c2de9d84949af25e2c +size 2643850752 diff --git a/README.md b/README.md new file mode 100644 index 0000000..5c2a4ee --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +base_model: lkevinzc/Llama-3.2-3B-NuminaQA +datasets: +- lkevinzc/numia-1.5-qa-concatenated +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/lkevinzc/Llama-3.2-3B-NuminaQA + + +static quants are available at https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-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-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-IQ1_S.gguf) | i1-IQ1_S | 1.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-IQ1_M.gguf) | i1-IQ1_M | 1.0 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-IQ2_S.gguf) | i1-IQ2_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-IQ2_M.gguf) | i1-IQ2_M | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.4 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-Q2_K.gguf) | i1-Q2_K | 1.5 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-IQ3_S.gguf) | i1-IQ3_S | 1.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-IQ3_M.gguf) | i1-IQ3_M | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.8 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.9 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.0 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-Q4_0.gguf) | i1-Q4_0 | 2.0 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.0 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-Q4_1.gguf) | i1-Q4_1 | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-NuminaQA-i1-GGUF/resolve/main/Llama-3.2-3B-NuminaQA.i1-Q6_K.gguf) | i1-Q6_K | 2.7 | 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..475b9f1 --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d46ee6fbec5dde773f4f959a1c4bd85da8236b3f398194dd2ce9282eaf6aaa4 +size 2988377