commit 9c1063c5e7d04fb7c619971f74efbc5c5588b291 Author: ModelHub XC Date: Mon Sep 28 11:15:17 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/EgoMind-7B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4a3e7b0 --- /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 +EgoMind-7B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +EgoMind-7B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/EgoMind-7B.i1-IQ1_M.gguf b/EgoMind-7B.i1-IQ1_M.gguf new file mode 100644 index 0000000..afa068c --- /dev/null +++ b/EgoMind-7B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f326894e8be8702d26ece894e78d27bd26ae15fd47f7471706a0a524ca5c3961 +size 2042196832 diff --git a/EgoMind-7B.i1-IQ1_S.gguf b/EgoMind-7B.i1-IQ1_S.gguf new file mode 100644 index 0000000..80a63b9 --- /dev/null +++ b/EgoMind-7B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f37c7a31ed8fe1ff361820cade2ba582143ff47394dc5c531563a1b66bfc764 +size 1903668064 diff --git a/EgoMind-7B.i1-IQ2_M.gguf b/EgoMind-7B.i1-IQ2_M.gguf new file mode 100644 index 0000000..d7c9ac6 --- /dev/null +++ b/EgoMind-7B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0221b835332cfbf977107774c41ae6f01b78320b8eec483aabc493775b860a04 +size 2780343136 diff --git a/EgoMind-7B.i1-IQ2_S.gguf b/EgoMind-7B.i1-IQ2_S.gguf new file mode 100644 index 0000000..b8f65ab --- /dev/null +++ b/EgoMind-7B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0612d6ab55296ccfc2a8ab1df1dcd5385a1b078547e91b3b93d70faebff82b2 +size 2595638112 diff --git a/EgoMind-7B.i1-IQ2_XS.gguf b/EgoMind-7B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..70ae734 --- /dev/null +++ b/EgoMind-7B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4d834d2f11cb766979238895c6c5e60f2de8f0bc21e48851accf61c67b7d650 +size 2469022560 diff --git a/EgoMind-7B.i1-IQ2_XXS.gguf b/EgoMind-7B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..d76110a --- /dev/null +++ b/EgoMind-7B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28283814e1dafe7b29642501bc1a094af01aaaf165976ccecc4ee0153124a44c +size 2273078112 diff --git a/EgoMind-7B.i1-IQ3_M.gguf b/EgoMind-7B.i1-IQ3_M.gguf new file mode 100644 index 0000000..de016fd --- /dev/null +++ b/EgoMind-7B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6f896fe3a322d91128b85d632f40d5157021e2eda6930c7f80ea56fdb62e34c +size 3574012768 diff --git a/EgoMind-7B.i1-IQ3_S.gguf b/EgoMind-7B.i1-IQ3_S.gguf new file mode 100644 index 0000000..8cdef1a --- /dev/null +++ b/EgoMind-7B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e6fedd1d0ebec9a06eb04951f38bbce19de6745f70df8d46a920041c343d231 +size 3499193184 diff --git a/EgoMind-7B.i1-IQ3_XS.gguf b/EgoMind-7B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..2a7268e --- /dev/null +++ b/EgoMind-7B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f984ef42f141b143db7bfea1ff9e1bb6534fe2b3841ab0bb50058a5eb77690d7 +size 3346256736 diff --git a/EgoMind-7B.i1-IQ3_XXS.gguf b/EgoMind-7B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..fad8377 --- /dev/null +++ b/EgoMind-7B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21113c35f692799f1c65519b45759190f0a9fce24cf27fc5009904e30222d8d9 +size 3114515296 diff --git a/EgoMind-7B.i1-IQ4_NL.gguf b/EgoMind-7B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..77cfa58 --- /dev/null +++ b/EgoMind-7B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:383a35348a82aa8e3eecb2b21ba3f8cd270aeae792c463145c8efbcefe801f73 +size 4437814112 diff --git a/EgoMind-7B.i1-IQ4_XS.gguf b/EgoMind-7B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..ace8d27 --- /dev/null +++ b/EgoMind-7B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aeccfd3c6719ed51bb8ea257a34d4d441dc4184d21064d7bc7741f2aa5ef7f5d +size 4218473312 diff --git a/EgoMind-7B.i1-Q2_K.gguf b/EgoMind-7B.i1-Q2_K.gguf new file mode 100644 index 0000000..087c6f9 --- /dev/null +++ b/EgoMind-7B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd2d1714c0ae7c15c647cd33f18b2cda5bba5b9089c87082afc41a500a8e13d4 +size 3015940960 diff --git a/EgoMind-7B.i1-Q2_K_S.gguf b/EgoMind-7B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..0837151 --- /dev/null +++ b/EgoMind-7B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f2e7a31945b96a5f98a991d07a13de758385acc559e8517797624588b4c49b8 +size 2834074464 diff --git a/EgoMind-7B.i1-Q3_K_L.gguf b/EgoMind-7B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..acf2a75 --- /dev/null +++ b/EgoMind-7B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69f435e2678786c1a71337c5e170c7268e655e737d17c63ec1dd56dca1f34359 +size 4088460128 diff --git a/EgoMind-7B.i1-Q3_K_M.gguf b/EgoMind-7B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..19291cf --- /dev/null +++ b/EgoMind-7B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67512f3c14b846f88944a897bb1e31b411b550e71e7635ef4aa3e9154ed1158e +size 3808392032 diff --git a/EgoMind-7B.i1-Q3_K_S.gguf b/EgoMind-7B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..1eaa84a --- /dev/null +++ b/EgoMind-7B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f47c71186051fb5deb9c9a3a7a09988bbfa1fde2ac65998fe009a920046d9dfb +size 3492369248 diff --git a/EgoMind-7B.i1-Q4_0.gguf b/EgoMind-7B.i1-Q4_0.gguf new file mode 100644 index 0000000..86c0e83 --- /dev/null +++ b/EgoMind-7B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4dcc57d3795830584ed3d7d7baf54ba6cf379a47dcc49daa55fd1ee4d8682da8 +size 4444121952 diff --git a/EgoMind-7B.i1-Q4_1.gguf b/EgoMind-7B.i1-Q4_1.gguf new file mode 100644 index 0000000..b7d56f2 --- /dev/null +++ b/EgoMind-7B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29b20590f8a2734ee67e4b27a870f82c590d650cb0fb67b516e3b16a73b96fb8 +size 4873284448 diff --git a/EgoMind-7B.i1-Q4_K_M.gguf b/EgoMind-7B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..9de04d8 --- /dev/null +++ b/EgoMind-7B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14e011e4bae8bf6ca8480f0068f66edb14479f8f2478cf87328153fa1b0f9e33 +size 4683074400 diff --git a/EgoMind-7B.i1-Q4_K_S.gguf b/EgoMind-7B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..800966a --- /dev/null +++ b/EgoMind-7B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b71ae96d206fd5ed84135426eb10c5caae1cc074d56b99f625c285ed6d2a755e +size 4457769824 diff --git a/EgoMind-7B.i1-Q5_K_M.gguf b/EgoMind-7B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..1ea8475 --- /dev/null +++ b/EgoMind-7B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f766b796fe055de9e4eceaf46e005747606ea371479e982e76c1dd1c150fcc95 +size 5444832096 diff --git a/EgoMind-7B.i1-Q5_K_S.gguf b/EgoMind-7B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..e10ef0c --- /dev/null +++ b/EgoMind-7B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d16aa00b057fef79f4455ed9cffaea10103356b3cf3f34d247594975694d0fc +size 5315177312 diff --git a/EgoMind-7B.i1-Q6_K.gguf b/EgoMind-7B.i1-Q6_K.gguf new file mode 100644 index 0000000..10abfb0 --- /dev/null +++ b/EgoMind-7B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3eba22d817aec56912e7b3419359315943eefeb503ce7e9069b6a6acc85ce284 +size 6254199648 diff --git a/EgoMind-7B.imatrix.gguf b/EgoMind-7B.imatrix.gguf new file mode 100644 index 0000000..17822ef --- /dev/null +++ b/EgoMind-7B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b0eb7828c73876ebdf0bfe57751a0345c147efb4d6569b2bbad6b6c94ae6b6c +size 4560352 diff --git a/README.md b/README.md new file mode 100644 index 0000000..100cac5 --- /dev/null +++ b/README.md @@ -0,0 +1,87 @@ +--- +base_model: Hyggge/EgoMind-7B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/Hyggge/EgoMind-7B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#EgoMind-7B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/EgoMind-7B-GGUF + +**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/EgoMind-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/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.9 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-7B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/EgoMind-7B-i1-GGUF/resolve/main/EgoMind-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. + +