From 4ea58af36d9a1661afa1fb8b0a7f193b63dd4320 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 20 May 2026 04:15:47 +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/Holo2-4B-i1-GGUF Source: Original Platform --- .gitattributes | 60 +++++++++++++++++++++++++ Holo2-4B.i1-IQ1_M.gguf | 3 ++ Holo2-4B.i1-IQ1_S.gguf | 3 ++ Holo2-4B.i1-IQ2_M.gguf | 3 ++ Holo2-4B.i1-IQ2_S.gguf | 3 ++ Holo2-4B.i1-IQ2_XS.gguf | 3 ++ Holo2-4B.i1-IQ2_XXS.gguf | 3 ++ Holo2-4B.i1-IQ3_M.gguf | 3 ++ Holo2-4B.i1-IQ3_S.gguf | 3 ++ Holo2-4B.i1-IQ3_XS.gguf | 3 ++ Holo2-4B.i1-IQ3_XXS.gguf | 3 ++ Holo2-4B.i1-IQ4_NL.gguf | 3 ++ Holo2-4B.i1-IQ4_XS.gguf | 3 ++ Holo2-4B.i1-Q2_K.gguf | 3 ++ Holo2-4B.i1-Q2_K_S.gguf | 3 ++ Holo2-4B.i1-Q3_K_L.gguf | 3 ++ Holo2-4B.i1-Q3_K_M.gguf | 3 ++ Holo2-4B.i1-Q3_K_S.gguf | 3 ++ Holo2-4B.i1-Q4_0.gguf | 3 ++ Holo2-4B.i1-Q4_1.gguf | 3 ++ Holo2-4B.i1-Q4_K_M.gguf | 3 ++ Holo2-4B.i1-Q4_K_S.gguf | 3 ++ Holo2-4B.i1-Q5_K_M.gguf | 3 ++ Holo2-4B.i1-Q5_K_S.gguf | 3 ++ Holo2-4B.i1-Q6_K.gguf | 3 ++ Holo2-4B.imatrix.gguf | 3 ++ README.md | 94 ++++++++++++++++++++++++++++++++++++++++ 27 files changed, 229 insertions(+) create mode 100644 .gitattributes create mode 100644 Holo2-4B.i1-IQ1_M.gguf create mode 100644 Holo2-4B.i1-IQ1_S.gguf create mode 100644 Holo2-4B.i1-IQ2_M.gguf create mode 100644 Holo2-4B.i1-IQ2_S.gguf create mode 100644 Holo2-4B.i1-IQ2_XS.gguf create mode 100644 Holo2-4B.i1-IQ2_XXS.gguf create mode 100644 Holo2-4B.i1-IQ3_M.gguf create mode 100644 Holo2-4B.i1-IQ3_S.gguf create mode 100644 Holo2-4B.i1-IQ3_XS.gguf create mode 100644 Holo2-4B.i1-IQ3_XXS.gguf create mode 100644 Holo2-4B.i1-IQ4_NL.gguf create mode 100644 Holo2-4B.i1-IQ4_XS.gguf create mode 100644 Holo2-4B.i1-Q2_K.gguf create mode 100644 Holo2-4B.i1-Q2_K_S.gguf create mode 100644 Holo2-4B.i1-Q3_K_L.gguf create mode 100644 Holo2-4B.i1-Q3_K_M.gguf create mode 100644 Holo2-4B.i1-Q3_K_S.gguf create mode 100644 Holo2-4B.i1-Q4_0.gguf create mode 100644 Holo2-4B.i1-Q4_1.gguf create mode 100644 Holo2-4B.i1-Q4_K_M.gguf create mode 100644 Holo2-4B.i1-Q4_K_S.gguf create mode 100644 Holo2-4B.i1-Q5_K_M.gguf create mode 100644 Holo2-4B.i1-Q5_K_S.gguf create mode 100644 Holo2-4B.i1-Q6_K.gguf create mode 100644 Holo2-4B.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a10d88f --- /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 +Holo2-4B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Holo2-4B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Holo2-4B.i1-IQ1_M.gguf b/Holo2-4B.i1-IQ1_M.gguf new file mode 100644 index 0000000..749b0b7 --- /dev/null +++ b/Holo2-4B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b356f6a30bd40882f0d56a3aad03a0127848fd26d9404efe39c5d2bbf7db5d4 +size 1254645952 diff --git a/Holo2-4B.i1-IQ1_S.gguf b/Holo2-4B.i1-IQ1_S.gguf new file mode 100644 index 0000000..526a051 --- /dev/null +++ b/Holo2-4B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac4b7113f469f94833905ff7a98a440b370f8d0ae2b3615e698798a193eb88ce +size 1182884032 diff --git a/Holo2-4B.i1-IQ2_M.gguf b/Holo2-4B.i1-IQ2_M.gguf new file mode 100644 index 0000000..d328f39 --- /dev/null +++ b/Holo2-4B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e09aefb0547902732631366d0c806b5dfe2ece5280604167933fb66992b204d +size 1680115392 diff --git a/Holo2-4B.i1-IQ2_S.gguf b/Holo2-4B.i1-IQ2_S.gguf new file mode 100644 index 0000000..7afbb7e --- /dev/null +++ b/Holo2-4B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4f1723649a858b3480d899c0f9ba9f21fc976cc7f3fb873df0f1d2a69795b4a +size 1584432832 diff --git a/Holo2-4B.i1-IQ2_XS.gguf b/Holo2-4B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..4c3141f --- /dev/null +++ b/Holo2-4B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bdaf86ab7c78c253ad9088bec6b85795f6a1d12243a9dd1322aecd54f81d7e82 +size 1481728192 diff --git a/Holo2-4B.i1-IQ2_XXS.gguf b/Holo2-4B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..0d59972 --- /dev/null +++ b/Holo2-4B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dfe403f38d8fbe1f5ef65ef55729bd6f8b9c268a0a119a02458606a57701e417 +size 1374249152 diff --git a/Holo2-4B.i1-IQ3_M.gguf b/Holo2-4B.i1-IQ3_M.gguf new file mode 100644 index 0000000..7172adb --- /dev/null +++ b/Holo2-4B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eec7e9d5ab04f9d9f616fb97351ac5e07079ccc845b2bc1645de33c822b5b2c7 +size 2130027712 diff --git a/Holo2-4B.i1-IQ3_S.gguf b/Holo2-4B.i1-IQ3_S.gguf new file mode 100644 index 0000000..e89b792 --- /dev/null +++ b/Holo2-4B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a49892b196e282bef130df6e315c608e8f332fafce69f80d50d465953a3255cf +size 2066662592 diff --git a/Holo2-4B.i1-IQ3_XS.gguf b/Holo2-4B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..bf483c4 --- /dev/null +++ b/Holo2-4B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:faca473872b2652a4ad9d298c2fc3252636e9967459e25e3e1f5b1654c241369 +size 1981506752 diff --git a/Holo2-4B.i1-IQ3_XXS.gguf b/Holo2-4B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..28faf91 --- /dev/null +++ b/Holo2-4B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9ad760431295e520762b18cc00c3f9e64befe89d88b361c0b98a79fbdcb13a8 +size 1837319872 diff --git a/Holo2-4B.i1-IQ4_NL.gguf b/Holo2-4B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..b982fa5 --- /dev/null +++ b/Holo2-4B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2bce1dd085d52ca3375861f94e70bd20c9d4218fb8f3615bdc4754298052bcba +size 2600133312 diff --git a/Holo2-4B.i1-IQ4_XS.gguf b/Holo2-4B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..e0b7473 --- /dev/null +++ b/Holo2-4B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b08001ef6f9832740172a4c6c62f21e3f3ea82d9c57cd91356e02464e45a0141 +size 2477386432 diff --git a/Holo2-4B.i1-Q2_K.gguf b/Holo2-4B.i1-Q2_K.gguf new file mode 100644 index 0000000..f3364ec --- /dev/null +++ b/Holo2-4B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c276f36703930429a9d9241a2c74dee406ee3e36591a31d362a0f10c1a2398f6 +size 1797127872 diff --git a/Holo2-4B.i1-Q2_K_S.gguf b/Holo2-4B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..fe14934 --- /dev/null +++ b/Holo2-4B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38b65218b0775cf09460e63f207548409c9c261e090fb07c8a1b66a0356d82c2 +size 1691082432 diff --git a/Holo2-4B.i1-Q3_K_L.gguf b/Holo2-4B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..95be027 --- /dev/null +++ b/Holo2-4B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b7e9d233cb6051349f78b33d598e157c7a2ec5eb8caf9ac7f269bf407cea431 +size 2406917312 diff --git a/Holo2-4B.i1-Q3_K_M.gguf b/Holo2-4B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..c9d59dd --- /dev/null +++ b/Holo2-4B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e14d8262e35c0e362f99150ab4240ec4523814aaf418900cb7d148a51a455ea6 +size 2242749632 diff --git a/Holo2-4B.i1-Q3_K_S.gguf b/Holo2-4B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..7b76076 --- /dev/null +++ b/Holo2-4B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:680ccde4944106fbf9b12dbf638fd31484da60845af7f5d834fb11c6201394a7 +size 2054128832 diff --git a/Holo2-4B.i1-Q4_0.gguf b/Holo2-4B.i1-Q4_0.gguf new file mode 100644 index 0000000..6caeb13 --- /dev/null +++ b/Holo2-4B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bbea4c6eab733e4c6723989563cf1f567e78767d16f8946635c7a39df75efe3a +size 2594562752 diff --git a/Holo2-4B.i1-Q4_1.gguf b/Holo2-4B.i1-Q4_1.gguf new file mode 100644 index 0000000..c91c649 --- /dev/null +++ b/Holo2-4B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05616019edb0984fe06c37476da25642389a6005402b71940666f3339249c767 +size 2839728832 diff --git a/Holo2-4B.i1-Q4_K_M.gguf b/Holo2-4B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..4e844a7 --- /dev/null +++ b/Holo2-4B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2352d775675523f0227c564a79197319083a04f39fa649b5163b985a9b44f26e +size 2716070592 diff --git a/Holo2-4B.i1-Q4_K_S.gguf b/Holo2-4B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..d033aa5 --- /dev/null +++ b/Holo2-4B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59a74ac43f5c74de8fe2523923fef701c9c9449f3a1e70767d3aaa191eb4cc14 +size 2602099392 diff --git a/Holo2-4B.i1-Q5_K_M.gguf b/Holo2-4B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..dcd53c7 --- /dev/null +++ b/Holo2-4B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:501301b86b272afbf1452744907e9005744849e18cba85e497c130be28fea687 +size 3156923072 diff --git a/Holo2-4B.i1-Q5_K_S.gguf b/Holo2-4B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..268b8b9 --- /dev/null +++ b/Holo2-4B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52a0e417a5ae18f609c314be6d6c7722393a9603d9a725c17b6c332f6f5dccc2 +size 3091120832 diff --git a/Holo2-4B.i1-Q6_K.gguf b/Holo2-4B.i1-Q6_K.gguf new file mode 100644 index 0000000..5294b39 --- /dev/null +++ b/Holo2-4B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58bfa64beae6f0284abfcdd721874568a0e8e4c4e29582e80e7ccae3dacb8f44 +size 3625328832 diff --git a/Holo2-4B.imatrix.gguf b/Holo2-4B.imatrix.gguf new file mode 100644 index 0000000..6170b0f --- /dev/null +++ b/Holo2-4B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7726d9a5aa2ff4a03cc03eddfe372fefff8093c15d77a0129c0502b0164cf5c +size 3872640 diff --git a/README.md b/README.md new file mode 100644 index 0000000..739e23a --- /dev/null +++ b/README.md @@ -0,0 +1,94 @@ +--- +base_model: Hcompany/Holo2-4B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- multimodal +- action +- agent +- pytorch +- computer use +- gui agents +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/Hcompany/Holo2-4B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Holo2-4B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Holo2-4B-GGUF + +**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/Holo2-4B-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/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-IQ1_S.gguf) | i1-IQ1_S | 1.3 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-IQ1_M.gguf) | i1-IQ1_M | 1.4 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-IQ2_S.gguf) | i1-IQ2_S | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-IQ2_M.gguf) | i1-IQ2_M | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.8 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-Q2_K.gguf) | i1-Q2_K | 1.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.2 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-IQ3_S.gguf) | i1-IQ3_S | 2.2 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-IQ3_M.gguf) | i1-IQ3_M | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.3 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.5 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-Q4_0.gguf) | i1-Q4_0 | 2.7 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.7 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.7 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-Q4_1.gguf) | i1-Q4_1 | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/Holo2-4B-i1-GGUF/resolve/main/Holo2-4B.i1-Q6_K.gguf) | i1-Q6_K | 3.7 | 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. + +