From 085d8b93e82a93c48cdfde9b55fe6d139d21a1fc Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 1 Jun 2026 01:44:19 +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/ExtractIQ-7B-i1-GGUF Source: Original Platform --- .gitattributes | 60 +++++++++++++++++++++++ ExtractIQ-7B.i1-IQ1_M.gguf | 3 ++ ExtractIQ-7B.i1-IQ1_S.gguf | 3 ++ ExtractIQ-7B.i1-IQ2_M.gguf | 3 ++ ExtractIQ-7B.i1-IQ2_S.gguf | 3 ++ ExtractIQ-7B.i1-IQ2_XS.gguf | 3 ++ ExtractIQ-7B.i1-IQ2_XXS.gguf | 3 ++ ExtractIQ-7B.i1-IQ3_M.gguf | 3 ++ ExtractIQ-7B.i1-IQ3_S.gguf | 3 ++ ExtractIQ-7B.i1-IQ3_XS.gguf | 3 ++ ExtractIQ-7B.i1-IQ3_XXS.gguf | 3 ++ ExtractIQ-7B.i1-IQ4_NL.gguf | 3 ++ ExtractIQ-7B.i1-IQ4_XS.gguf | 3 ++ ExtractIQ-7B.i1-Q2_K.gguf | 3 ++ ExtractIQ-7B.i1-Q2_K_S.gguf | 3 ++ ExtractIQ-7B.i1-Q3_K_L.gguf | 3 ++ ExtractIQ-7B.i1-Q3_K_M.gguf | 3 ++ ExtractIQ-7B.i1-Q3_K_S.gguf | 3 ++ ExtractIQ-7B.i1-Q4_0.gguf | 3 ++ ExtractIQ-7B.i1-Q4_1.gguf | 3 ++ ExtractIQ-7B.i1-Q4_K_M.gguf | 3 ++ ExtractIQ-7B.i1-Q4_K_S.gguf | 3 ++ ExtractIQ-7B.i1-Q5_K_M.gguf | 3 ++ ExtractIQ-7B.i1-Q5_K_S.gguf | 3 ++ ExtractIQ-7B.i1-Q6_K.gguf | 3 ++ ExtractIQ-7B.imatrix.gguf | 3 ++ README.md | 95 ++++++++++++++++++++++++++++++++++++ 27 files changed, 230 insertions(+) create mode 100644 .gitattributes create mode 100644 ExtractIQ-7B.i1-IQ1_M.gguf create mode 100644 ExtractIQ-7B.i1-IQ1_S.gguf create mode 100644 ExtractIQ-7B.i1-IQ2_M.gguf create mode 100644 ExtractIQ-7B.i1-IQ2_S.gguf create mode 100644 ExtractIQ-7B.i1-IQ2_XS.gguf create mode 100644 ExtractIQ-7B.i1-IQ2_XXS.gguf create mode 100644 ExtractIQ-7B.i1-IQ3_M.gguf create mode 100644 ExtractIQ-7B.i1-IQ3_S.gguf create mode 100644 ExtractIQ-7B.i1-IQ3_XS.gguf create mode 100644 ExtractIQ-7B.i1-IQ3_XXS.gguf create mode 100644 ExtractIQ-7B.i1-IQ4_NL.gguf create mode 100644 ExtractIQ-7B.i1-IQ4_XS.gguf create mode 100644 ExtractIQ-7B.i1-Q2_K.gguf create mode 100644 ExtractIQ-7B.i1-Q2_K_S.gguf create mode 100644 ExtractIQ-7B.i1-Q3_K_L.gguf create mode 100644 ExtractIQ-7B.i1-Q3_K_M.gguf create mode 100644 ExtractIQ-7B.i1-Q3_K_S.gguf create mode 100644 ExtractIQ-7B.i1-Q4_0.gguf create mode 100644 ExtractIQ-7B.i1-Q4_1.gguf create mode 100644 ExtractIQ-7B.i1-Q4_K_M.gguf create mode 100644 ExtractIQ-7B.i1-Q4_K_S.gguf create mode 100644 ExtractIQ-7B.i1-Q5_K_M.gguf create mode 100644 ExtractIQ-7B.i1-Q5_K_S.gguf create mode 100644 ExtractIQ-7B.i1-Q6_K.gguf create mode 100644 ExtractIQ-7B.imatrix.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..055ad26 --- /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 +ExtractIQ-7B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +ExtractIQ-7B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/ExtractIQ-7B.i1-IQ1_M.gguf b/ExtractIQ-7B.i1-IQ1_M.gguf new file mode 100644 index 0000000..036c80d --- /dev/null +++ b/ExtractIQ-7B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5ec0012c637fdd27d4ba6ee904c21c90396a54484a508e17e5dfdb07410d97c +size 2042197184 diff --git a/ExtractIQ-7B.i1-IQ1_S.gguf b/ExtractIQ-7B.i1-IQ1_S.gguf new file mode 100644 index 0000000..9dc017b --- /dev/null +++ b/ExtractIQ-7B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9b0d9beef15b62c22d99c58386fbebb3f80cc247cfef72cca922dfb534d1981 +size 1903668416 diff --git a/ExtractIQ-7B.i1-IQ2_M.gguf b/ExtractIQ-7B.i1-IQ2_M.gguf new file mode 100644 index 0000000..30d23d6 --- /dev/null +++ b/ExtractIQ-7B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e03d0ed93f2beadfdad0660c6e06b9045ea5b51ea81205d2e46a79fa5354d475 +size 2780343488 diff --git a/ExtractIQ-7B.i1-IQ2_S.gguf b/ExtractIQ-7B.i1-IQ2_S.gguf new file mode 100644 index 0000000..a69996a --- /dev/null +++ b/ExtractIQ-7B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7612f6f8ec0a2ebb8b8624ffda75eec5b8eb6462661b0ca447e4ffbe6571648f +size 2595638464 diff --git a/ExtractIQ-7B.i1-IQ2_XS.gguf b/ExtractIQ-7B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..959376a --- /dev/null +++ b/ExtractIQ-7B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:289b20b005245995e528bda10d1aa5fdb8dc94fd86a1993d1bcd59e16e919cad +size 2469022912 diff --git a/ExtractIQ-7B.i1-IQ2_XXS.gguf b/ExtractIQ-7B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..f3bf12c --- /dev/null +++ b/ExtractIQ-7B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b3f4ee5f36575dc3294dc5acaab70891401425df14b132b18459b978d55143d +size 2273078464 diff --git a/ExtractIQ-7B.i1-IQ3_M.gguf b/ExtractIQ-7B.i1-IQ3_M.gguf new file mode 100644 index 0000000..a7df41f --- /dev/null +++ b/ExtractIQ-7B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49645fed8a0fa6b51378f0262dd361dd83c87f95972bbb0dffa92ab2aed9aecf +size 3574013120 diff --git a/ExtractIQ-7B.i1-IQ3_S.gguf b/ExtractIQ-7B.i1-IQ3_S.gguf new file mode 100644 index 0000000..552b8dd --- /dev/null +++ b/ExtractIQ-7B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bdc2901dddfdb49a539e286f9e9d88441eee79bac5650240a772b2b9f6896661 +size 3499193536 diff --git a/ExtractIQ-7B.i1-IQ3_XS.gguf b/ExtractIQ-7B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..29e882e --- /dev/null +++ b/ExtractIQ-7B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a256d72e82f258baa44cf579aec0d12d45c52398ba2cb01a2a1c1a7ea85a34ac +size 3346257088 diff --git a/ExtractIQ-7B.i1-IQ3_XXS.gguf b/ExtractIQ-7B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..058b85b --- /dev/null +++ b/ExtractIQ-7B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:701b3f7bdf3ce98c42628c97f5f674e943550bb87a2c4d103c73a9b9708117cf +size 3114515648 diff --git a/ExtractIQ-7B.i1-IQ4_NL.gguf b/ExtractIQ-7B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..af3c77c --- /dev/null +++ b/ExtractIQ-7B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae8bd7bc05732e3a508a3db8fbda634a2d10769c816a5a56798df48b38f67b93 +size 4437814464 diff --git a/ExtractIQ-7B.i1-IQ4_XS.gguf b/ExtractIQ-7B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..5ac22fb --- /dev/null +++ b/ExtractIQ-7B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a81c33c36d67c8ab4429fb6eda2f25266c0c362787f1f6ca2116da4730ba9482 +size 4218473664 diff --git a/ExtractIQ-7B.i1-Q2_K.gguf b/ExtractIQ-7B.i1-Q2_K.gguf new file mode 100644 index 0000000..4e86ad1 --- /dev/null +++ b/ExtractIQ-7B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a6c10cac6202804f4d10a5bd0aa97cb78e425919f2cd29ed8c1d8a678219e2a +size 3015941312 diff --git a/ExtractIQ-7B.i1-Q2_K_S.gguf b/ExtractIQ-7B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..0e77807 --- /dev/null +++ b/ExtractIQ-7B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:187209f746689b3536d36ba05a7ed3938293c56c619eaabad405ec3cd3cbc728 +size 2834074816 diff --git a/ExtractIQ-7B.i1-Q3_K_L.gguf b/ExtractIQ-7B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..2a8105b --- /dev/null +++ b/ExtractIQ-7B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0614a35dab95e87ad2522ed6afe5d0725280f730a56a26a115bde6bf01cb5d41 +size 4088460480 diff --git a/ExtractIQ-7B.i1-Q3_K_M.gguf b/ExtractIQ-7B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..9d0901b --- /dev/null +++ b/ExtractIQ-7B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e90dd6a7ef815280fe788b1318a2ee8cc6168da700554e34cd8da1f847820198 +size 3808392384 diff --git a/ExtractIQ-7B.i1-Q3_K_S.gguf b/ExtractIQ-7B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..2e969b9 --- /dev/null +++ b/ExtractIQ-7B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85aeb9fc1f542e64d1e671405100d001c7a19296f1db950ffbac1d7babca874d +size 3492369600 diff --git a/ExtractIQ-7B.i1-Q4_0.gguf b/ExtractIQ-7B.i1-Q4_0.gguf new file mode 100644 index 0000000..9dbdf78 --- /dev/null +++ b/ExtractIQ-7B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3524c3cce5efd8aa9ff4baf4a030ff27fb951a53e9694c58112851f1ea91b7c1 +size 4444122304 diff --git a/ExtractIQ-7B.i1-Q4_1.gguf b/ExtractIQ-7B.i1-Q4_1.gguf new file mode 100644 index 0000000..2965f56 --- /dev/null +++ b/ExtractIQ-7B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15bb2a799840658385644e8642e3ed99d61062ec3421c3bd5254b13c65048740 +size 4873284800 diff --git a/ExtractIQ-7B.i1-Q4_K_M.gguf b/ExtractIQ-7B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..fb97839 --- /dev/null +++ b/ExtractIQ-7B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8ddad721beacf101c1b991778fd9494e96b668f17867f52d1e9c47390f4521c +size 4683074752 diff --git a/ExtractIQ-7B.i1-Q4_K_S.gguf b/ExtractIQ-7B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..82bceb4 --- /dev/null +++ b/ExtractIQ-7B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64dfd51b314e7ae53f95087009e20eb1321af1067398a793237dc06499bdbe4e +size 4457770176 diff --git a/ExtractIQ-7B.i1-Q5_K_M.gguf b/ExtractIQ-7B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..78ede97 --- /dev/null +++ b/ExtractIQ-7B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d82be710a9d0844605a74b6c7ac60ffe5e6b5b63c0be8363c0fdf43aa270e185 +size 5444832448 diff --git a/ExtractIQ-7B.i1-Q5_K_S.gguf b/ExtractIQ-7B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..a5e73b9 --- /dev/null +++ b/ExtractIQ-7B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ebdc0a1edc327fbd8bb6c0cbf88c4f97ca83b13e49986e439e75cc2226d30d14 +size 5315177664 diff --git a/ExtractIQ-7B.i1-Q6_K.gguf b/ExtractIQ-7B.i1-Q6_K.gguf new file mode 100644 index 0000000..dddda86 --- /dev/null +++ b/ExtractIQ-7B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8048e82eadee79160dd9a7b5a02e0c7a4e063200900532e07f9fabc0ba54515b +size 6254200000 diff --git a/ExtractIQ-7B.imatrix.gguf b/ExtractIQ-7B.imatrix.gguf new file mode 100644 index 0000000..6b046bd --- /dev/null +++ b/ExtractIQ-7B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a59e774858b1590a2ef390f23242be04b726a83b534cf0d4aa1c05cc8f799cbf +size 4560352 diff --git a/README.md b/README.md new file mode 100644 index 0000000..d7cfeee --- /dev/null +++ b/README.md @@ -0,0 +1,95 @@ +--- +base_model: sriksven/ExtractIQ-7B +datasets: +- sahil2801/CodeAlpaca-20k +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- code +- code-review +- programming +- qlora +- unsloth +- qwen2.5 +- bug-detection +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/sriksven/ExtractIQ-7B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#ExtractIQ-7B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/ExtractIQ-7B-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/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.9 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/ExtractIQ-7B-i1-GGUF/resolve/main/ExtractIQ-7B.i1-Q6_K.gguf) | i1-Q6_K | 6.4 | 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. + +