commit 8f982f808bcad2ce87eb6d8793ae42828af0199f Author: ModelHub XC Date: Wed Oct 21 20:36:19 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/OctoMed-7B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..3208f26 --- /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 +OctoMed-7B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +OctoMed-7B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/OctoMed-7B.i1-IQ1_M.gguf b/OctoMed-7B.i1-IQ1_M.gguf new file mode 100644 index 0000000..8a167a3 --- /dev/null +++ b/OctoMed-7B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed80cf523a2b2cd7d582f5b2f5994c7a51b7fe247fbd1e6bc5d34d416b2eabdf +size 2042195136 diff --git a/OctoMed-7B.i1-IQ1_S.gguf b/OctoMed-7B.i1-IQ1_S.gguf new file mode 100644 index 0000000..70e5cdb --- /dev/null +++ b/OctoMed-7B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd2e3b6c52302f5d93c692c55b5ed6a3710358630c1db0c26df1129c90bf546b +size 1903666368 diff --git a/OctoMed-7B.i1-IQ2_M.gguf b/OctoMed-7B.i1-IQ2_M.gguf new file mode 100644 index 0000000..7ac59ed --- /dev/null +++ b/OctoMed-7B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd182d570d971cac9262ab3f84303d392d407b85e82457e065d3b7e082c46415 +size 2780341440 diff --git a/OctoMed-7B.i1-IQ2_S.gguf b/OctoMed-7B.i1-IQ2_S.gguf new file mode 100644 index 0000000..0c3c007 --- /dev/null +++ b/OctoMed-7B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86f68ee4302e3e26697687df18abdde82ed0bb0e112af010274eeb1fdedf7348 +size 2595636416 diff --git a/OctoMed-7B.i1-IQ2_XS.gguf b/OctoMed-7B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..e4bda92 --- /dev/null +++ b/OctoMed-7B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c6be343b77edf73e7b6a0ce11b6892b340559f3003fe7f48f09a7130adb4ce2 +size 2469020864 diff --git a/OctoMed-7B.i1-IQ2_XXS.gguf b/OctoMed-7B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..6d1a623 --- /dev/null +++ b/OctoMed-7B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56f589415043136615ce297c56eb80fec11bf754e9d72d4175c04be4740097fa +size 2273076416 diff --git a/OctoMed-7B.i1-IQ3_M.gguf b/OctoMed-7B.i1-IQ3_M.gguf new file mode 100644 index 0000000..5d03fe3 --- /dev/null +++ b/OctoMed-7B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8bb16f4f2248b631bf3539274c408cff40fb10f137f9f3945d2fc2391852c04d +size 3574011072 diff --git a/OctoMed-7B.i1-IQ3_S.gguf b/OctoMed-7B.i1-IQ3_S.gguf new file mode 100644 index 0000000..4a44e26 --- /dev/null +++ b/OctoMed-7B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9bf422e8348783ccd873df0990d7eeee481b8c866db179ee78660982d8e2ffca +size 3499191488 diff --git a/OctoMed-7B.i1-IQ3_XS.gguf b/OctoMed-7B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..aa11ae1 --- /dev/null +++ b/OctoMed-7B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9310baf9649b5ad1a625e3c45b9b60ba125557b3b63f7af27dfb45fc352c792a +size 3346255040 diff --git a/OctoMed-7B.i1-IQ3_XXS.gguf b/OctoMed-7B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..0d161c4 --- /dev/null +++ b/OctoMed-7B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3603efc4a4a4c2b8a905559abb5e27c789809314f687d296e9b5298d36d00cec +size 3114513600 diff --git a/OctoMed-7B.i1-IQ4_NL.gguf b/OctoMed-7B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..3bf5a51 --- /dev/null +++ b/OctoMed-7B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f52a5cadd2d714701c2298354e7f059e05551e5b24f7dba081c527f6f31b5cc +size 4437812416 diff --git a/OctoMed-7B.i1-IQ4_XS.gguf b/OctoMed-7B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..2f1194b --- /dev/null +++ b/OctoMed-7B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b50d586b0bfa73e7266063dbca9f80bd125baf01456773a2365bb8dd8a126f4f +size 4218471616 diff --git a/OctoMed-7B.i1-Q2_K.gguf b/OctoMed-7B.i1-Q2_K.gguf new file mode 100644 index 0000000..007a243 --- /dev/null +++ b/OctoMed-7B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ea66815ff4929ace1723b59f812cd5d45aa7ca740d4885c6415d029bb589884 +size 3015939264 diff --git a/OctoMed-7B.i1-Q2_K_S.gguf b/OctoMed-7B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..c12a13b --- /dev/null +++ b/OctoMed-7B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3bf5e4c3fdfe7db4881484ba1f189f5915fe966ff1a02517c76ebfaad18545f +size 2834072768 diff --git a/OctoMed-7B.i1-Q3_K_L.gguf b/OctoMed-7B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..1c5f1f8 --- /dev/null +++ b/OctoMed-7B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c881ef808b3d126e00894a0e4cdbbc7daf0111a70f6f6b5592f256ee278becb +size 4088458432 diff --git a/OctoMed-7B.i1-Q3_K_M.gguf b/OctoMed-7B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..4ded36e --- /dev/null +++ b/OctoMed-7B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aff79fd71e26016cbd2b377ad7fbfe76b2a49e299f78bf71bce5d71a20a5df41 +size 3808390336 diff --git a/OctoMed-7B.i1-Q3_K_S.gguf b/OctoMed-7B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..3f5ce2d --- /dev/null +++ b/OctoMed-7B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4fb99b22b41fd6dd08943a6fe6f556c58f19f043d580f1b3209af5c272485b71 +size 3492367552 diff --git a/OctoMed-7B.i1-Q4_0.gguf b/OctoMed-7B.i1-Q4_0.gguf new file mode 100644 index 0000000..85f9bc5 --- /dev/null +++ b/OctoMed-7B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4ef873cb8240d125890482771f50eaea1274c363bd56b0d364461965763cf7a +size 4444120256 diff --git a/OctoMed-7B.i1-Q4_1.gguf b/OctoMed-7B.i1-Q4_1.gguf new file mode 100644 index 0000000..78ea993 --- /dev/null +++ b/OctoMed-7B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ed2d4df4e9fe5efd157494b4d21f18073e1e206393c72edd435fe87c5699164 +size 4873282752 diff --git a/OctoMed-7B.i1-Q4_K_M.gguf b/OctoMed-7B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..239f4da --- /dev/null +++ b/OctoMed-7B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40900debcae3fbc609b6382324792091d1c705084c2daa312aade41d7880213e +size 4683072704 diff --git a/OctoMed-7B.i1-Q4_K_S.gguf b/OctoMed-7B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..0d99d13 --- /dev/null +++ b/OctoMed-7B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:91cef5d842abc3612474d91974560636c4e0df1a126c8e95ad5b0a2b50378586 +size 4457768128 diff --git a/OctoMed-7B.i1-Q5_K_M.gguf b/OctoMed-7B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..039b276 --- /dev/null +++ b/OctoMed-7B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9010442cb4d604ad0d86e64f72cd33bc624f7791e9021408500e7a6abeb3806 +size 5444830400 diff --git a/OctoMed-7B.i1-Q5_K_S.gguf b/OctoMed-7B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..83cbac1 --- /dev/null +++ b/OctoMed-7B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ad3580ca8515a2fe47856b0d00b6109590a43c1e42a7cab5515b4ee2f83256e +size 5315175616 diff --git a/OctoMed-7B.i1-Q6_K.gguf b/OctoMed-7B.i1-Q6_K.gguf new file mode 100644 index 0000000..84d166a --- /dev/null +++ b/OctoMed-7B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d61836914498946b746bb17993928ae32874118ffd5b84e31c030a4af7d7970 +size 6254197952 diff --git a/OctoMed-7B.imatrix.gguf b/OctoMed-7B.imatrix.gguf new file mode 100644 index 0000000..b5cc5aa --- /dev/null +++ b/OctoMed-7B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b5a8015731fb7c9f000f32fe6f38f81e18d53905a185b4cd23c6e8a7a9ab38c +size 4560352 diff --git a/README.md b/README.md new file mode 100644 index 0000000..b4b9045 --- /dev/null +++ b/README.md @@ -0,0 +1,86 @@ +--- +base_model: OctoMed/OctoMed-7B +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/OctoMed/OctoMed-7B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#OctoMed-7B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/OctoMed-7B-GGUF + +**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/OctoMed-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/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.9 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-7B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/OctoMed-7B-i1-GGUF/resolve/main/OctoMed-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. + +