From 4712d5ff5adca987178ee10b44eb1a8d4b2bdd3d Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 20 Jul 2026 01:18:10 +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/Fractal-8b-v1-i1-GGUF Source: Original Platform --- .gitattributes | 59 +++++++++++++++++++++++ Fractal-8b-v1.i1-IQ1_M.gguf | 3 ++ Fractal-8b-v1.i1-IQ1_S.gguf | 3 ++ Fractal-8b-v1.i1-IQ2_M.gguf | 3 ++ Fractal-8b-v1.i1-IQ2_S.gguf | 3 ++ Fractal-8b-v1.i1-IQ2_XS.gguf | 3 ++ Fractal-8b-v1.i1-IQ2_XXS.gguf | 3 ++ Fractal-8b-v1.i1-IQ3_M.gguf | 3 ++ Fractal-8b-v1.i1-IQ3_S.gguf | 3 ++ Fractal-8b-v1.i1-IQ3_XS.gguf | 3 ++ Fractal-8b-v1.i1-IQ3_XXS.gguf | 3 ++ Fractal-8b-v1.i1-IQ4_NL.gguf | 3 ++ Fractal-8b-v1.i1-IQ4_XS.gguf | 3 ++ Fractal-8b-v1.i1-Q2_K.gguf | 3 ++ Fractal-8b-v1.i1-Q2_K_S.gguf | 3 ++ Fractal-8b-v1.i1-Q3_K_L.gguf | 3 ++ Fractal-8b-v1.i1-Q3_K_M.gguf | 3 ++ Fractal-8b-v1.i1-Q3_K_S.gguf | 3 ++ Fractal-8b-v1.i1-Q4_0.gguf | 3 ++ Fractal-8b-v1.i1-Q4_1.gguf | 3 ++ Fractal-8b-v1.i1-Q4_K_M.gguf | 3 ++ Fractal-8b-v1.i1-Q4_K_S.gguf | 3 ++ Fractal-8b-v1.i1-Q5_K_M.gguf | 3 ++ Fractal-8b-v1.i1-Q5_K_S.gguf | 3 ++ Fractal-8b-v1.i1-Q6_K.gguf | 3 ++ Fractal-8b-v1.imatrix.gguf | 3 ++ README.md | 89 +++++++++++++++++++++++++++++++++++ 27 files changed, 223 insertions(+) create mode 100644 .gitattributes create mode 100644 Fractal-8b-v1.i1-IQ1_M.gguf create mode 100644 Fractal-8b-v1.i1-IQ1_S.gguf create mode 100644 Fractal-8b-v1.i1-IQ2_M.gguf create mode 100644 Fractal-8b-v1.i1-IQ2_S.gguf create mode 100644 Fractal-8b-v1.i1-IQ2_XS.gguf create mode 100644 Fractal-8b-v1.i1-IQ2_XXS.gguf create mode 100644 Fractal-8b-v1.i1-IQ3_M.gguf create mode 100644 Fractal-8b-v1.i1-IQ3_S.gguf create mode 100644 Fractal-8b-v1.i1-IQ3_XS.gguf create mode 100644 Fractal-8b-v1.i1-IQ3_XXS.gguf create mode 100644 Fractal-8b-v1.i1-IQ4_NL.gguf create mode 100644 Fractal-8b-v1.i1-IQ4_XS.gguf create mode 100644 Fractal-8b-v1.i1-Q2_K.gguf create mode 100644 Fractal-8b-v1.i1-Q2_K_S.gguf create mode 100644 Fractal-8b-v1.i1-Q3_K_L.gguf create mode 100644 Fractal-8b-v1.i1-Q3_K_M.gguf create mode 100644 Fractal-8b-v1.i1-Q3_K_S.gguf create mode 100644 Fractal-8b-v1.i1-Q4_0.gguf create mode 100644 Fractal-8b-v1.i1-Q4_1.gguf create mode 100644 Fractal-8b-v1.i1-Q4_K_M.gguf create mode 100644 Fractal-8b-v1.i1-Q4_K_S.gguf create mode 100644 Fractal-8b-v1.i1-Q5_K_M.gguf create mode 100644 Fractal-8b-v1.i1-Q5_K_S.gguf create mode 100644 Fractal-8b-v1.i1-Q6_K.gguf create mode 100644 Fractal-8b-v1.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..ff99136 --- /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 +Fractal-8b-v1.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Fractal-8b-v1.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Fractal-8b-v1.i1-IQ1_M.gguf b/Fractal-8b-v1.i1-IQ1_M.gguf new file mode 100644 index 0000000..d50beba --- /dev/null +++ b/Fractal-8b-v1.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df49776f4b7df4e963ce4b6eadc610ee0d299c00f28d65f745ef469fe709bce4 +size 2256147968 diff --git a/Fractal-8b-v1.i1-IQ1_S.gguf b/Fractal-8b-v1.i1-IQ1_S.gguf new file mode 100644 index 0000000..de26068 --- /dev/null +++ b/Fractal-8b-v1.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7596d352137edf6484eb23cade35eca45d1dea7163252a98a83da9cadef094af +size 2115769856 diff --git a/Fractal-8b-v1.i1-IQ2_M.gguf b/Fractal-8b-v1.i1-IQ2_M.gguf new file mode 100644 index 0000000..fabdaa9 --- /dev/null +++ b/Fractal-8b-v1.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a66d4bfa7f145a9b1cc422f0f126aad0dc0a4db33781634023ee4497a72f4057 +size 3051914752 diff --git a/Fractal-8b-v1.i1-IQ2_S.gguf b/Fractal-8b-v1.i1-IQ2_S.gguf new file mode 100644 index 0000000..76d6ea9 --- /dev/null +++ b/Fractal-8b-v1.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f57a6523054eda94d90bdc741723f0a16659511b2d6d4c75c6e3cccae83b9e95 +size 2864743936 diff --git a/Fractal-8b-v1.i1-IQ2_XS.gguf b/Fractal-8b-v1.i1-IQ2_XS.gguf new file mode 100644 index 0000000..255ba05 --- /dev/null +++ b/Fractal-8b-v1.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb3f6c20550e71c014327f863d0fb7029685c91a2382ecd1841589c15cda5452 +size 2696156672 diff --git a/Fractal-8b-v1.i1-IQ2_XXS.gguf b/Fractal-8b-v1.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..d79b8f2 --- /dev/null +++ b/Fractal-8b-v1.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ff796e9b42c4fdfd2ebacc4881eaee1e5f1ee2c2b07ac33fa86542396ea90ee +size 2490111488 diff --git a/Fractal-8b-v1.i1-IQ3_M.gguf b/Fractal-8b-v1.i1-IQ3_M.gguf new file mode 100644 index 0000000..b5991f1 --- /dev/null +++ b/Fractal-8b-v1.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc125ef3778e3483bc19a828e5220465414cacdaeff6cf7647993f53db63ff4c +size 3896620544 diff --git a/Fractal-8b-v1.i1-IQ3_S.gguf b/Fractal-8b-v1.i1-IQ3_S.gguf new file mode 100644 index 0000000..96f61e1 --- /dev/null +++ b/Fractal-8b-v1.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af26d44d2898772d35c0876f745a598e87eedb8fcf29f344beb30ee8b637a604 +size 3789665792 diff --git a/Fractal-8b-v1.i1-IQ3_XS.gguf b/Fractal-8b-v1.i1-IQ3_XS.gguf new file mode 100644 index 0000000..3ec8075 --- /dev/null +++ b/Fractal-8b-v1.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acbf65df96170aace3afb0355b55f067548c4ecaceff0eb6dac325fe624fc458 +size 3626874368 diff --git a/Fractal-8b-v1.i1-IQ3_XXS.gguf b/Fractal-8b-v1.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..f65adaa --- /dev/null +++ b/Fractal-8b-v1.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb196fd5d4ed9030619ddc0b37d62dff6c0c5433f1b0dd6ac3f02fb224116012 +size 3369633280 diff --git a/Fractal-8b-v1.i1-IQ4_NL.gguf b/Fractal-8b-v1.i1-IQ4_NL.gguf new file mode 100644 index 0000000..13e1f35 --- /dev/null +++ b/Fractal-8b-v1.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:242704561f4b8a8e47409851cc7c8d5d3f6f5a8878ae19cf7f9ab631aea3b27a +size 4793624064 diff --git a/Fractal-8b-v1.i1-IQ4_XS.gguf b/Fractal-8b-v1.i1-IQ4_XS.gguf new file mode 100644 index 0000000..baaf941 --- /dev/null +++ b/Fractal-8b-v1.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b74bc1f4a4ef577ae9273439e91cc3acc39fedffd0387a00dc619405d45db654 +size 4561839616 diff --git a/Fractal-8b-v1.i1-Q2_K.gguf b/Fractal-8b-v1.i1-Q2_K.gguf new file mode 100644 index 0000000..2a09307 --- /dev/null +++ b/Fractal-8b-v1.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43fec171a91d27404c00ebab6ba90dd4c7ca985aba1f105ea91493920028c7e9 +size 3281733120 diff --git a/Fractal-8b-v1.i1-Q2_K_S.gguf b/Fractal-8b-v1.i1-Q2_K_S.gguf new file mode 100644 index 0000000..fac7509 --- /dev/null +++ b/Fractal-8b-v1.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e04a3324c9eb9b2f3ca247925bba47b04cab9feee1fac94bb199e93710fa891 +size 3083552256 diff --git a/Fractal-8b-v1.i1-Q3_K_L.gguf b/Fractal-8b-v1.i1-Q3_K_L.gguf new file mode 100644 index 0000000..4d3833b --- /dev/null +++ b/Fractal-8b-v1.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ac31645c24b1fa5f4349479cdb574559f52492f344c379c36640d8f28958283 +size 4431394304 diff --git a/Fractal-8b-v1.i1-Q3_K_M.gguf b/Fractal-8b-v1.i1-Q3_K_M.gguf new file mode 100644 index 0000000..dcd2dd8 --- /dev/null +++ b/Fractal-8b-v1.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0002fa457608d220007b5e5c7540ad2a03e78938febceb0a3e2a570c5d2d6565 +size 4124161536 diff --git a/Fractal-8b-v1.i1-Q3_K_S.gguf b/Fractal-8b-v1.i1-Q3_K_S.gguf new file mode 100644 index 0000000..de7e79e --- /dev/null +++ b/Fractal-8b-v1.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f9936c877c7147fe162ab2c8cae1f009e6f75821243ea82910f17f7d3e81b68 +size 3769611776 diff --git a/Fractal-8b-v1.i1-Q4_0.gguf b/Fractal-8b-v1.i1-Q4_0.gguf new file mode 100644 index 0000000..5c2847e --- /dev/null +++ b/Fractal-8b-v1.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:027ff2d41fc1123b0706cfa23adfba3e388c3b8268e93f29338b6a96817fab4f +size 4787332608 diff --git a/Fractal-8b-v1.i1-Q4_1.gguf b/Fractal-8b-v1.i1-Q4_1.gguf new file mode 100644 index 0000000..8dc36fe --- /dev/null +++ b/Fractal-8b-v1.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa7d770afb768334359c666e49ac8eedc384c094d25d35c020bb1fbbd3c6d572 +size 5247755776 diff --git a/Fractal-8b-v1.i1-Q4_K_M.gguf b/Fractal-8b-v1.i1-Q4_K_M.gguf new file mode 100644 index 0000000..c3e1050 --- /dev/null +++ b/Fractal-8b-v1.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b79a7d7c8fabac953fb5d4fc7a794cb6ea388947182157344bc04dceb19101d4 +size 5027784192 diff --git a/Fractal-8b-v1.i1-Q4_K_S.gguf b/Fractal-8b-v1.i1-Q4_K_S.gguf new file mode 100644 index 0000000..e0df973 --- /dev/null +++ b/Fractal-8b-v1.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b1a8568a01bbba1340c98bc829ba9a49de8d90d170c2aca5c44e7ffaf8d24bb +size 4802012672 diff --git a/Fractal-8b-v1.i1-Q5_K_M.gguf b/Fractal-8b-v1.i1-Q5_K_M.gguf new file mode 100644 index 0000000..24ce7e2 --- /dev/null +++ b/Fractal-8b-v1.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1892d77f17aa72b2f2246de7290caa1232a75496394dec182c104ad4514bd10e +size 5851112960 diff --git a/Fractal-8b-v1.i1-Q5_K_S.gguf b/Fractal-8b-v1.i1-Q5_K_S.gguf new file mode 100644 index 0000000..61cd1d6 --- /dev/null +++ b/Fractal-8b-v1.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e8a08b9e8c70409a5653f3405c8903c8a87dc9dce50012d1c3b185465342f58 +size 5720761856 diff --git a/Fractal-8b-v1.i1-Q6_K.gguf b/Fractal-8b-v1.i1-Q6_K.gguf new file mode 100644 index 0000000..d768b42 --- /dev/null +++ b/Fractal-8b-v1.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:206ae69dac55064d8b00d5dec9976facbde011828069e13bcf3e1f28d169287f +size 6725899776 diff --git a/Fractal-8b-v1.imatrix.gguf b/Fractal-8b-v1.imatrix.gguf new file mode 100644 index 0000000..bdc48b7 --- /dev/null +++ b/Fractal-8b-v1.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a6bf17b23d78c963e6acd4d946b544265ff3e190d648164f4a50cea0effd5c1 +size 5347200 diff --git a/README.md b/README.md new file mode 100644 index 0000000..335453b --- /dev/null +++ b/README.md @@ -0,0 +1,89 @@ +--- +base_model: Biomechanist/Fractal-8b-v1 +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- cognitive-development +- manifold-training +- fresh-initialization +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/Biomechanist/Fractal-8b-v1 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Fractal-8b-v1-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Fractal-8b-v1-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/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-IQ1_S.gguf) | i1-IQ1_S | 2.2 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-IQ1_M.gguf) | i1-IQ1_M | 2.4 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-IQ2_S.gguf) | i1-IQ2_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-IQ2_M.gguf) | i1-IQ2_M | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.2 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-Q2_K.gguf) | i1-Q2_K | 3.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.9 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-IQ3_S.gguf) | i1-IQ3_S | 3.9 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-IQ3_M.gguf) | i1-IQ3_M | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.5 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-Q4_0.gguf) | i1-Q4_0 | 4.9 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.9 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.9 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-Q4_1.gguf) | i1-Q4_1 | 5.3 | | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-Q5_K_M.gguf) | i1-Q5_K_M | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/Fractal-8b-v1-i1-GGUF/resolve/main/Fractal-8b-v1.i1-Q6_K.gguf) | i1-Q6_K | 6.8 | 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. + +