commit bd912d58faaccd0d54bbde92d42197fdf0c5f9f6 Author: ModelHub XC Date: Thu May 14 16:11:08 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..afc400e --- /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 +Huihui-granite-4.0-h-tiny-abliterated.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ1_M.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ1_M.gguf new file mode 100644 index 0000000..32e9e05 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea4fd5ccd8cc55b5f7d417cfa16a657b984478ce607f04a5d7e75d3be8aec1c1 +size 1630108288 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ1_S.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ1_S.gguf new file mode 100644 index 0000000..a68bcaf --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee124bf2b8bbe38760ced52e9702c912a3a8dab45442ae9711b3e2834ac44736 +size 1475106688 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_M.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_M.gguf new file mode 100644 index 0000000..544850c --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:249ac4c471ae3b564beff4638a9850b3c0d3b7718903637eb1bc2b2aeefd0ba7 +size 2319058816 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_S.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_S.gguf new file mode 100644 index 0000000..6b679be --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7a703f6fe5621e3defd4d3f204a2779725df17f658f3a09357bc013bae8ca2c +size 2112390016 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_XS.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_XS.gguf new file mode 100644 index 0000000..8cdfe11 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:600097901e004677d278bbc00b3df16a72e5cc94f5b54efd6c12ef89516a6229 +size 2095408000 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_XXS.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..99c7162 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0672a6cc28173005cfaf65774f3ea54f860e784173e17db98288295a9e9ae1a +size 1888444288 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_M.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_M.gguf new file mode 100644 index 0000000..5ef5de3 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7ab0bd762afb2ba6e059cdb3a4db015a3fc4b4de268a1e7c2708d48ff110c9f +size 3098592640 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_S.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_S.gguf new file mode 100644 index 0000000..c1fdc35 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6b92de34a21e3ce7558646171f9383b77e52e9ac44e0e55ac8554bd50a70e27 +size 3062453632 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_XS.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_XS.gguf new file mode 100644 index 0000000..8fba5aa --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c6dbc8fd1befdc75f589b5b731432c721e41d8217bc440d1ca3862292a61353 +size 2915882368 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_XXS.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..5b365be --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6a36694c47054d64f73d3768866fdfe53a05e7070670976e54b6f0119eceee5 +size 2723819392 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ4_NL.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ4_NL.gguf new file mode 100644 index 0000000..79429c5 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be48b170c03b43fd795ee96991b8f2733b44054f2515d63daf9ea2382576e5ff +size 3962939008 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ4_XS.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ4_XS.gguf new file mode 100644 index 0000000..c0a0a73 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02c79a1030d8a7915b122c7864cc81babcebad2cf795929a9c8af1fa4ee9a237 +size 3751060096 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-Q2_K.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q2_K.gguf new file mode 100644 index 0000000..4d81530 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2663b24f96b67bbe8aabd98a655d98f8cf64a703b06d4b6cbae66d5948eb4f56 +size 2585987200 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-Q2_K_S.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q2_K_S.gguf new file mode 100644 index 0000000..52bca7f --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e7e29ecc560460ce4ea46f28d927475482299681d40eece48a0b6c639b6be9e +size 2434672768 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_L.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_L.gguf new file mode 100644 index 0000000..8e1c013 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf4749a0eba1c3e3e0659056d1a9bfd5de60851d3a68477c8f4f306e30f9a032 +size 3600962944 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_M.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_M.gguf new file mode 100644 index 0000000..7a0e083 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ac3ee9b5ca0a5ea97e429c1995c968f3053509b41d3f826e576406a56ae1c4b +size 3353040256 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_S.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_S.gguf new file mode 100644 index 0000000..1c473c3 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13563b448101c92072ea9d792c1a04d683d73c46c1cbe9dcdadd3aa49cb81a0e +size 3062453632 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_0.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_0.gguf new file mode 100644 index 0000000..b58ce7a --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d33ec552eb43f9272de08961ab1b005ac5e21d263cc506c34e8f409bb639a6c +size 3979159168 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_1.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_1.gguf new file mode 100644 index 0000000..843a422 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b8bad884682a15ba047978557a1de0d6eb202aeded7781612445bb9c96feaff +size 4386696832 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_K_M.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_K_M.gguf new file mode 100644 index 0000000..321ad97 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b605ec59c61d09b264a17b849c5541125bc48a5c5079535b525420cd2d25979e +size 4230977152 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_K_S.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_K_S.gguf new file mode 100644 index 0000000..563b95c --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0b5a59f0f79721e1d6f80ec408a2e83f33f4a9a3ce6beb2103e2948a479e395 +size 3995772544 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-Q5_K_M.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q5_K_M.gguf new file mode 100644 index 0000000..0e985aa --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a2aa496802e1f79a83e047a659de740bb35a532a1223d7704e5bc6ca13eae0f +size 4948534912 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-Q5_K_S.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q5_K_S.gguf new file mode 100644 index 0000000..a209cfc --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8edcf86bb5d1e95b92d808d6bb610040e6e5e54cbedfc5f319c669a632a4e61b +size 4810454656 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.i1-Q6_K.gguf b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q6_K.gguf new file mode 100644 index 0000000..733413f --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47b802f383882c3016d44b7468b220c75f32dc077b98623cd3290bd758a4852a +size 5710940032 diff --git a/Huihui-granite-4.0-h-tiny-abliterated.imatrix.gguf b/Huihui-granite-4.0-h-tiny-abliterated.imatrix.gguf new file mode 100644 index 0000000..7450b17 --- /dev/null +++ b/Huihui-granite-4.0-h-tiny-abliterated.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b9f56bcdb480d62030a0c064419c3e03b515203ffdf66a7098f2f35e288afa8 +size 38451424 diff --git a/README.md b/README.md new file mode 100644 index 0000000..40b5ed4 --- /dev/null +++ b/README.md @@ -0,0 +1,90 @@ +--- +base_model: huihui-ai/Huihui-granite-4.0-h-tiny-abliterated +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- language +- granite-4.0 +- abliterated +- uncensored +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/huihui-ai/Huihui-granite-4.0-h-tiny-abliterated + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-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/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ1_S.gguf) | i1-IQ1_S | 1.6 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ1_M.gguf) | i1-IQ1_M | 1.7 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_S.gguf) | i1-IQ2_S | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ2_M.gguf) | i1-IQ2_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.5 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-Q2_K.gguf) | i1-Q2_K | 2.7 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 2.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_S.gguf) | i1-IQ3_S | 3.2 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.2 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ3_M.gguf) | i1-IQ3_M | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.5 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-Q3_K_L.gguf) | i1-Q3_K_L | 3.7 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ4_XS.gguf) | i1-IQ4_XS | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.1 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_0.gguf) | i1-Q4_0 | 4.1 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.1 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-Q4_1.gguf) | i1-Q4_1 | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-Q5_K_S.gguf) | i1-Q5_K_S | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-granite-4.0-h-tiny-abliterated-i1-GGUF/resolve/main/Huihui-granite-4.0-h-tiny-abliterated.i1-Q6_K.gguf) | i1-Q6_K | 5.8 | 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. + +