From 508020f6bc8f94e3da079c5fbd1f612a495bfa2c Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 11 May 2026 19:32:24 +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/Fine-R1-3B-i1-GGUF Source: Original Platform --- .gitattributes | 60 ++++++++++++++++++++++++ Fine-R1-3B.i1-IQ1_M.gguf | 3 ++ Fine-R1-3B.i1-IQ1_S.gguf | 3 ++ Fine-R1-3B.i1-IQ2_M.gguf | 3 ++ Fine-R1-3B.i1-IQ2_S.gguf | 3 ++ Fine-R1-3B.i1-IQ2_XS.gguf | 3 ++ Fine-R1-3B.i1-IQ2_XXS.gguf | 3 ++ Fine-R1-3B.i1-IQ3_M.gguf | 3 ++ Fine-R1-3B.i1-IQ3_S.gguf | 3 ++ Fine-R1-3B.i1-IQ3_XS.gguf | 3 ++ Fine-R1-3B.i1-IQ3_XXS.gguf | 3 ++ Fine-R1-3B.i1-IQ4_NL.gguf | 3 ++ Fine-R1-3B.i1-IQ4_XS.gguf | 3 ++ Fine-R1-3B.i1-Q2_K.gguf | 3 ++ Fine-R1-3B.i1-Q2_K_S.gguf | 3 ++ Fine-R1-3B.i1-Q3_K_L.gguf | 3 ++ Fine-R1-3B.i1-Q3_K_M.gguf | 3 ++ Fine-R1-3B.i1-Q3_K_S.gguf | 3 ++ Fine-R1-3B.i1-Q4_0.gguf | 3 ++ Fine-R1-3B.i1-Q4_1.gguf | 3 ++ Fine-R1-3B.i1-Q4_K_M.gguf | 3 ++ Fine-R1-3B.i1-Q4_K_S.gguf | 3 ++ Fine-R1-3B.i1-Q5_K_M.gguf | 3 ++ Fine-R1-3B.i1-Q5_K_S.gguf | 3 ++ Fine-R1-3B.i1-Q6_K.gguf | 3 ++ Fine-R1-3B.imatrix.gguf | 3 ++ README.md | 94 ++++++++++++++++++++++++++++++++++++++ 27 files changed, 229 insertions(+) create mode 100644 .gitattributes create mode 100644 Fine-R1-3B.i1-IQ1_M.gguf create mode 100644 Fine-R1-3B.i1-IQ1_S.gguf create mode 100644 Fine-R1-3B.i1-IQ2_M.gguf create mode 100644 Fine-R1-3B.i1-IQ2_S.gguf create mode 100644 Fine-R1-3B.i1-IQ2_XS.gguf create mode 100644 Fine-R1-3B.i1-IQ2_XXS.gguf create mode 100644 Fine-R1-3B.i1-IQ3_M.gguf create mode 100644 Fine-R1-3B.i1-IQ3_S.gguf create mode 100644 Fine-R1-3B.i1-IQ3_XS.gguf create mode 100644 Fine-R1-3B.i1-IQ3_XXS.gguf create mode 100644 Fine-R1-3B.i1-IQ4_NL.gguf create mode 100644 Fine-R1-3B.i1-IQ4_XS.gguf create mode 100644 Fine-R1-3B.i1-Q2_K.gguf create mode 100644 Fine-R1-3B.i1-Q2_K_S.gguf create mode 100644 Fine-R1-3B.i1-Q3_K_L.gguf create mode 100644 Fine-R1-3B.i1-Q3_K_M.gguf create mode 100644 Fine-R1-3B.i1-Q3_K_S.gguf create mode 100644 Fine-R1-3B.i1-Q4_0.gguf create mode 100644 Fine-R1-3B.i1-Q4_1.gguf create mode 100644 Fine-R1-3B.i1-Q4_K_M.gguf create mode 100644 Fine-R1-3B.i1-Q4_K_S.gguf create mode 100644 Fine-R1-3B.i1-Q5_K_M.gguf create mode 100644 Fine-R1-3B.i1-Q5_K_S.gguf create mode 100644 Fine-R1-3B.i1-Q6_K.gguf create mode 100644 Fine-R1-3B.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..145815a --- /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 +Fine-R1-3B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Fine-R1-3B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Fine-R1-3B.i1-IQ1_M.gguf b/Fine-R1-3B.i1-IQ1_M.gguf new file mode 100644 index 0000000..ea87379 --- /dev/null +++ b/Fine-R1-3B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6765cc05908b50bc3b9b9bd27440963d2793199f0d2a08d888ba8e64c230be40 +size 952128608 diff --git a/Fine-R1-3B.i1-IQ1_S.gguf b/Fine-R1-3B.i1-IQ1_S.gguf new file mode 100644 index 0000000..42ef09a --- /dev/null +++ b/Fine-R1-3B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cde00be736b477a1de189b8bd99c582add21c98fbe1b90d0363c593037c192a0 +size 893195360 diff --git a/Fine-R1-3B.i1-IQ2_M.gguf b/Fine-R1-3B.i1-IQ2_M.gguf new file mode 100644 index 0000000..2b26080 --- /dev/null +++ b/Fine-R1-3B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99d861c5f0427939a7198127344bc608101814aab8e89dbbdc56471e660bcc55 +size 1274219616 diff --git a/Fine-R1-3B.i1-IQ2_S.gguf b/Fine-R1-3B.i1-IQ2_S.gguf new file mode 100644 index 0000000..4baf6c3 --- /dev/null +++ b/Fine-R1-3B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f28c2d91f03ca5b02f6692ee7fc66c9be07b522eaa5e6f2fc416cf8c76d36f43 +size 1195641952 diff --git a/Fine-R1-3B.i1-IQ2_XS.gguf b/Fine-R1-3B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..641e836 --- /dev/null +++ b/Fine-R1-3B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef7fb4b90f93246db9674989a0ccb21707d9aa024419ae7f01b5ad83776d8401 +size 1133646944 diff --git a/Fine-R1-3B.i1-IQ2_XXS.gguf b/Fine-R1-3B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..354fef6 --- /dev/null +++ b/Fine-R1-3B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6368801967d4f8c7eb83e6488c116b2bfd583443ebaef74245f95e228cfeb1ca +size 1050350688 diff --git a/Fine-R1-3B.i1-IQ3_M.gguf b/Fine-R1-3B.i1-IQ3_M.gguf new file mode 100644 index 0000000..659ca2b --- /dev/null +++ b/Fine-R1-3B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b20cec9c44f6b62e0dc22430aea8bf446baff202ad41b42a759f00bccb5ba09 +size 1622598752 diff --git a/Fine-R1-3B.i1-IQ3_S.gguf b/Fine-R1-3B.i1-IQ3_S.gguf new file mode 100644 index 0000000..2b19d3c --- /dev/null +++ b/Fine-R1-3B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2451ab4bc53a5f72a101b8b582af2af9929c9c615aeca406a658d1f3ea4436b +size 1590568032 diff --git a/Fine-R1-3B.i1-IQ3_XS.gguf b/Fine-R1-3B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..2c9ed21 --- /dev/null +++ b/Fine-R1-3B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17083e9051ca30bc404fff7e5876f8424f0f2e6633e4921fc19c48ee1d4cd8fc +size 1525539936 diff --git a/Fine-R1-3B.i1-IQ3_XXS.gguf b/Fine-R1-3B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..36fa9c4 --- /dev/null +++ b/Fine-R1-3B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:322411157821a1cda77931bc8f51b493af17dc85422dd7318e1defde1c242c60 +size 1416531040 diff --git a/Fine-R1-3B.i1-IQ4_NL.gguf b/Fine-R1-3B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..ea454f9 --- /dev/null +++ b/Fine-R1-3B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a9af94da183e34d7e724ee9e7dd22429680b40bffb33c48a1271978f0e2f840 +size 2000239712 diff --git a/Fine-R1-3B.i1-IQ4_XS.gguf b/Fine-R1-3B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..db38213 --- /dev/null +++ b/Fine-R1-3B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d40b85d2756ae4c330e12761646bd00039308437c53576b487e196a5a5883e9d +size 1904401504 diff --git a/Fine-R1-3B.i1-Q2_K.gguf b/Fine-R1-3B.i1-Q2_K.gguf new file mode 100644 index 0000000..d5ebe54 --- /dev/null +++ b/Fine-R1-3B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:616062c82b10deb46346cb06c02c16e22dba5fe1b0611fc052fa2ab8955f2141 +size 1376857184 diff --git a/Fine-R1-3B.i1-Q2_K_S.gguf b/Fine-R1-3B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..4e2ff36 --- /dev/null +++ b/Fine-R1-3B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7d5b97a85ca08d6e32885ae6b8aebf18898a2ff917caa63e2838cbda983ca62 +size 1300229216 diff --git a/Fine-R1-3B.i1-Q3_K_L.gguf b/Fine-R1-3B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..0e2252c --- /dev/null +++ b/Fine-R1-3B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40d4d0d0ebcb3faec11128a7903767e7ed15cc1134eaa8db8ef87be56221debd +size 1841095776 diff --git a/Fine-R1-3B.i1-Q3_K_M.gguf b/Fine-R1-3B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..efac0c8 --- /dev/null +++ b/Fine-R1-3B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77eceea88a23c965af48c9b3c04e0dea75288f9a4095c9a2d459847917af8111 +size 1724179552 diff --git a/Fine-R1-3B.i1-Q3_K_S.gguf b/Fine-R1-3B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..f6fc111 --- /dev/null +++ b/Fine-R1-3B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:381a07fd2c1a20264ce6c046b1813e9a92faad42d9fc7035b0eb76efbdfabd6f +size 1588061280 diff --git a/Fine-R1-3B.i1-Q4_0.gguf b/Fine-R1-3B.i1-Q4_0.gguf new file mode 100644 index 0000000..ec82481 --- /dev/null +++ b/Fine-R1-3B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d283aaba8fbbf91d96fa8ac8b14b4821facf7605350f640ba6dc92748028fd1 +size 2003516512 diff --git a/Fine-R1-3B.i1-Q4_1.gguf b/Fine-R1-3B.i1-Q4_1.gguf new file mode 100644 index 0000000..543b8e1 --- /dev/null +++ b/Fine-R1-3B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cada37234ea5b68a8ea09936a7ea0465eb27fcd302e925c84ca148752ab2760 +size 2190736480 diff --git a/Fine-R1-3B.i1-Q4_K_M.gguf b/Fine-R1-3B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..d9bd188 --- /dev/null +++ b/Fine-R1-3B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d74b487f037fc0e90b9fd60a9ce7bf1add54b9fc658bd3380b91520d7790ef7b +size 2104933472 diff --git a/Fine-R1-3B.i1-Q4_K_S.gguf b/Fine-R1-3B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..05bb5cd --- /dev/null +++ b/Fine-R1-3B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b531ffefea529d9e2d04003107ece24f6f4f3808f8fd8c0291a8eb67754d524 +size 2009414752 diff --git a/Fine-R1-3B.i1-Q5_K_M.gguf b/Fine-R1-3B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..fa8c5c9 --- /dev/null +++ b/Fine-R1-3B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1ef6c6e90906da5809866847e258254041ebbcd5e4c75394fba80c51e7761f5 +size 2438741088 diff --git a/Fine-R1-3B.i1-Q5_K_S.gguf b/Fine-R1-3B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..4eb4f0e --- /dev/null +++ b/Fine-R1-3B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1964b41df0946b1c79612688b41a2210586378d795b10443268546688c003ac +size 2383592544 diff --git a/Fine-R1-3B.i1-Q6_K.gguf b/Fine-R1-3B.i1-Q6_K.gguf new file mode 100644 index 0000000..11055b5 --- /dev/null +++ b/Fine-R1-3B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8355ec06afef4cc094ad9e77868ecfc585451f54e258f1069222c31793a13b90 +size 2793411680 diff --git a/Fine-R1-3B.imatrix.gguf b/Fine-R1-3B.imatrix.gguf new file mode 100644 index 0000000..dd4dbd9 --- /dev/null +++ b/Fine-R1-3B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98bc42bf9c01f2b04add12bbb6bc4bcbee157de31f664a943ddf9dc06c514c90 +size 3393408 diff --git a/README.md b/README.md new file mode 100644 index 0000000..66b01f3 --- /dev/null +++ b/README.md @@ -0,0 +1,94 @@ +--- +base_model: StevenHH2000/Fine-R1-3B +language: +- en +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- fine-grained-recognition +- chain-of-thought +- vision-language +- reasoning +- qwen2-vl +- arxiv:2602.07605 +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/StevenHH2000/Fine-R1-3B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Fine-R1-3B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Fine-R1-3B-GGUF + +**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/Fine-R1-3B-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/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-IQ1_S.gguf) | i1-IQ1_S | 1.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-IQ1_M.gguf) | i1-IQ1_M | 1.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-IQ2_S.gguf) | i1-IQ2_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-IQ2_M.gguf) | i1-IQ2_M | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.4 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-Q2_K.gguf) | i1-Q2_K | 1.5 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.7 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-IQ3_S.gguf) | i1-IQ3_S | 1.7 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-IQ3_M.gguf) | i1-IQ3_M | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.8 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.9 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.1 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-Q4_0.gguf) | i1-Q4_0 | 2.1 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.1 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-Q4_1.gguf) | i1-Q4_1 | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/Fine-R1-3B-i1-GGUF/resolve/main/Fine-R1-3B.i1-Q6_K.gguf) | i1-Q6_K | 2.9 | 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. + +