commit 4e15c209b9269f35c6ae89802daa49a6a7f3fcca Author: ModelHub XC Date: Fri Aug 7 03:45:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/QiMing-Mom-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..7120c7a --- /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 +QiMing-Mom.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +QiMing-Mom.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/QiMing-Mom.i1-IQ1_M.gguf b/QiMing-Mom.i1-IQ1_M.gguf new file mode 100644 index 0000000..15ab65a --- /dev/null +++ b/QiMing-Mom.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3915cc3c44787b75dfadd7e2e0deeb2ac76ed28460c6e72e3a4e792094dc767 +size 3849656672 diff --git a/QiMing-Mom.i1-IQ1_S.gguf b/QiMing-Mom.i1-IQ1_S.gguf new file mode 100644 index 0000000..07e7e4c --- /dev/null +++ b/QiMing-Mom.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83aa1f9cb5117fa78764a14c0d18d883132240628d90f18fcc30eb112cfc6c15 +size 3579935072 diff --git a/QiMing-Mom.i1-IQ2_M.gguf b/QiMing-Mom.i1-IQ2_M.gguf new file mode 100644 index 0000000..8c7df68 --- /dev/null +++ b/QiMing-Mom.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:62433ee84311dc41dddbcdf41581fa09bc098f885196cbbd4749dcc0e5a3753c +size 5322941792 diff --git a/QiMing-Mom.i1-IQ2_S.gguf b/QiMing-Mom.i1-IQ2_S.gguf new file mode 100644 index 0000000..ef60753 --- /dev/null +++ b/QiMing-Mom.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dbb98dc17f1021150ba6d9d9ffcbbdd4acfbf373e70d80e08ce1b5a71932c9d6 +size 4963312992 diff --git a/QiMing-Mom.i1-IQ2_XS.gguf b/QiMing-Mom.i1-IQ2_XS.gguf new file mode 100644 index 0000000..b3a79fb --- /dev/null +++ b/QiMing-Mom.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce6bf3239660385b9d068f177fdc6f8adffd04822035182c7a54893032d40b41 +size 4691589472 diff --git a/QiMing-Mom.i1-IQ2_XXS.gguf b/QiMing-Mom.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..db24d65 --- /dev/null +++ b/QiMing-Mom.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acc4ed08c9fa0b5de0a114975bd38f8a120c83eb9e680404088a284abb51b3af +size 4299192672 diff --git a/QiMing-Mom.i1-IQ3_M.gguf b/QiMing-Mom.i1-IQ3_M.gguf new file mode 100644 index 0000000..1f24b0a --- /dev/null +++ b/QiMing-Mom.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe54da5489809942945891209da00cca08df2f5e42c72ad7ab08cec007e86e60 +size 6883410272 diff --git a/QiMing-Mom.i1-IQ3_S.gguf b/QiMing-Mom.i1-IQ3_S.gguf new file mode 100644 index 0000000..778045b --- /dev/null +++ b/QiMing-Mom.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b9f879c842c44fb357d10b50b9612ec1befb0a818028f4f2cad346609fa3e0d +size 6684959072 diff --git a/QiMing-Mom.i1-IQ3_XS.gguf b/QiMing-Mom.i1-IQ3_XS.gguf new file mode 100644 index 0000000..b0b9fb3 --- /dev/null +++ b/QiMing-Mom.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94e4b6242ada34d29e467e64feee3f6ceac32132f95ee0159647d33e2504e4ed +size 6375301472 diff --git a/QiMing-Mom.i1-IQ3_XXS.gguf b/QiMing-Mom.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..781a060 --- /dev/null +++ b/QiMing-Mom.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96c05fc2aa57e69beffbe952d2f98057742b1b7cf2bf61984dc64ca5cb3c9085 +size 5942666592 diff --git a/QiMing-Mom.i1-IQ4_NL.gguf b/QiMing-Mom.i1-IQ4_NL.gguf new file mode 100644 index 0000000..79731cc --- /dev/null +++ b/QiMing-Mom.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:179c4d98c4b31d9a96cc0b47950bf220574af989dae819b0f79720e7527b4cdd +size 8541363552 diff --git a/QiMing-Mom.i1-IQ4_XS.gguf b/QiMing-Mom.i1-IQ4_XS.gguf new file mode 100644 index 0000000..745f035 --- /dev/null +++ b/QiMing-Mom.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28d6999f8f0866c5ca8930f512f9684933975915c207c0cd549bdbf521bc3229 +size 8110730592 diff --git a/QiMing-Mom.i1-Q2_K.gguf b/QiMing-Mom.i1-Q2_K.gguf new file mode 100644 index 0000000..451fb80 --- /dev/null +++ b/QiMing-Mom.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6bcf7caa4c08c14af782b228c3e1a7c1e1c92423b42d147c406c20ddaea7c0e +size 5753984352 diff --git a/QiMing-Mom.i1-Q2_K_S.gguf b/QiMing-Mom.i1-Q2_K_S.gguf new file mode 100644 index 0000000..39a3011 --- /dev/null +++ b/QiMing-Mom.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ba8eacd182ec6665266d6134ca97060c9490c728c30e55a0b4f34c6992ad13cd +size 5389849952 diff --git a/QiMing-Mom.i1-Q3_K_L.gguf b/QiMing-Mom.i1-Q3_K_L.gguf new file mode 100644 index 0000000..1f83f23 --- /dev/null +++ b/QiMing-Mom.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10ed8e18bb19bfe512bf3583c82074e43918baff275f700de526920437208a50 +size 7900651872 diff --git a/QiMing-Mom.i1-Q3_K_M.gguf b/QiMing-Mom.i1-Q3_K_M.gguf new file mode 100644 index 0000000..5f035df --- /dev/null +++ b/QiMing-Mom.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ec640b02439c0010666573db894b3e7ecc82e738cff9f1b5ceaf0e14c4d76f5 +size 7321313632 diff --git a/QiMing-Mom.i1-Q3_K_S.gguf b/QiMing-Mom.i1-Q3_K_S.gguf new file mode 100644 index 0000000..af71cd7 --- /dev/null +++ b/QiMing-Mom.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c59c725f70d6695c2767bef7330f9020f53b5e7434ccf8d62d11aefd5209f857 +size 6657106272 diff --git a/QiMing-Mom.i1-Q4_0.gguf b/QiMing-Mom.i1-Q4_0.gguf new file mode 100644 index 0000000..71fbbfd --- /dev/null +++ b/QiMing-Mom.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cdcd10c90c283182e7667deec00c281c4a889118d0f628e536bfe1e534cfb42 +size 8543001952 diff --git a/QiMing-Mom.i1-Q4_1.gguf b/QiMing-Mom.i1-Q4_1.gguf new file mode 100644 index 0000000..88b630a --- /dev/null +++ b/QiMing-Mom.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:633ab667a1ab390cecaad10bb32ccd6086fc8d1ffd93459321dd9e91687d7240 +size 9389522272 diff --git a/QiMing-Mom.i1-Q4_K_M.gguf b/QiMing-Mom.i1-Q4_K_M.gguf new file mode 100644 index 0000000..93148c1 --- /dev/null +++ b/QiMing-Mom.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c9cbb6d5e17dc9368ae2900aa3596726a3c749a82b32d42a677e3f0215a8adb +size 9001753952 diff --git a/QiMing-Mom.i1-Q4_K_S.gguf b/QiMing-Mom.i1-Q4_K_S.gguf new file mode 100644 index 0000000..e95800e --- /dev/null +++ b/QiMing-Mom.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da61030a49182045f1a91cf6e53e1edade70b2e5320549c12aff1a0634c15cab +size 8573476192 diff --git a/QiMing-Mom.i1-Q5_K_M.gguf b/QiMing-Mom.i1-Q5_K_M.gguf new file mode 100644 index 0000000..71fb8ee --- /dev/null +++ b/QiMing-Mom.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:934ee2262c5f77ebce1f5bf31745a957c3144d170b86acc32283125cda8dd837 +size 10514570592 diff --git a/QiMing-Mom.i1-Q5_K_S.gguf b/QiMing-Mom.i1-Q5_K_S.gguf new file mode 100644 index 0000000..e43f490 --- /dev/null +++ b/QiMing-Mom.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b426bdbc37a71e0b1fb1082d3f6b80286b911611de2b54650f786300905f382 +size 10263895392 diff --git a/QiMing-Mom.i1-Q6_K.gguf b/QiMing-Mom.i1-Q6_K.gguf new file mode 100644 index 0000000..b3b9f89 --- /dev/null +++ b/QiMing-Mom.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8497b20e183b386ef6306812992b47ebf75918bb768e8eab54dd3300de5c7d7 +size 12121938272 diff --git a/QiMing-Mom.imatrix.gguf b/QiMing-Mom.imatrix.gguf new file mode 100644 index 0000000..21017a3 --- /dev/null +++ b/QiMing-Mom.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b79daae11f03515507b09c044703c15443c6f4908fc3fe44d86ba2373fda5534 +size 7743552 diff --git a/README.md b/README.md new file mode 100644 index 0000000..312d5f3 --- /dev/null +++ b/README.md @@ -0,0 +1,99 @@ +--- +base_model: aifeifei798/QiMing-Mom +language: +- zh +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- qwen +- qwen3 +- unsloth +- QiMing +- QiMing-holos +- bagua +- decision-making +- strategic-analysis +- cognitive-architecture +- chat +- lora +- philosophy-driven-ai +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/aifeifei798/QiMing-Mom + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#QiMing-Mom-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/QiMing-Mom-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/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-IQ1_S.gguf) | i1-IQ1_S | 3.7 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-IQ1_M.gguf) | i1-IQ1_M | 3.9 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-IQ2_S.gguf) | i1-IQ2_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-IQ2_M.gguf) | i1-IQ2_M | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-Q2_K_S.gguf) | i1-Q2_K_S | 5.5 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-Q2_K.gguf) | i1-Q2_K | 5.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 6.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-IQ3_XS.gguf) | i1-IQ3_XS | 6.5 | | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-Q3_K_S.gguf) | i1-Q3_K_S | 6.8 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-IQ3_S.gguf) | i1-IQ3_S | 6.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-IQ3_M.gguf) | i1-IQ3_M | 7.0 | | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-Q3_K_M.gguf) | i1-Q3_K_M | 7.4 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-Q3_K_L.gguf) | i1-Q3_K_L | 8.0 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-IQ4_XS.gguf) | i1-IQ4_XS | 8.2 | | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-IQ4_NL.gguf) | i1-IQ4_NL | 8.6 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-Q4_0.gguf) | i1-Q4_0 | 8.6 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-Q4_K_S.gguf) | i1-Q4_K_S | 8.7 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-Q4_K_M.gguf) | i1-Q4_K_M | 9.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-Q4_1.gguf) | i1-Q4_1 | 9.5 | | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-Q5_K_S.gguf) | i1-Q5_K_S | 10.4 | | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-Q5_K_M.gguf) | i1-Q5_K_M | 10.6 | | +| [GGUF](https://huggingface.co/mradermacher/QiMing-Mom-i1-GGUF/resolve/main/QiMing-Mom.i1-Q6_K.gguf) | i1-Q6_K | 12.2 | 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. + +