commit 436154952fedfb2f09c7b25d8f91f1a426894646 Author: ModelHub XC Date: Thu Oct 8 23:35:21 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/L3.1-Stygianv2-12B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..cadba9b --- /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 +L3.1-Stygianv2-12B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +L3.1-Stygianv2-12B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/L3.1-Stygianv2-12B.i1-IQ1_M.gguf b/L3.1-Stygianv2-12B.i1-IQ1_M.gguf new file mode 100644 index 0000000..3a80a9e --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:234abe1db3f95734d8e477787ae1d8f926a386d86dff05455aa4bdf2163f04f9 +size 3071966752 diff --git a/L3.1-Stygianv2-12B.i1-IQ1_S.gguf b/L3.1-Stygianv2-12B.i1-IQ1_S.gguf new file mode 100644 index 0000000..495b1d5 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5df5d690014a82ffddeb2ee63656fd9165b581ab433d49c24e3e5a66e4254206 +size 2849209888 diff --git a/L3.1-Stygianv2-12B.i1-IQ2_M.gguf b/L3.1-Stygianv2-12B.i1-IQ2_M.gguf new file mode 100644 index 0000000..36c2fc7 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec013694860b158f1e67cb977d651110228894eb589aaf5131daf9d014bd31ef +size 4270564512 diff --git a/L3.1-Stygianv2-12B.i1-IQ2_S.gguf b/L3.1-Stygianv2-12B.i1-IQ2_S.gguf new file mode 100644 index 0000000..4821cd4 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80cf48407cfbc8a5288fe72072a29bdf628b69b9b0be13220435e490be6116d3 +size 3973555360 diff --git a/L3.1-Stygianv2-12B.i1-IQ2_XS.gguf b/L3.1-Stygianv2-12B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..7f969c9 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e2dfe41bc881aba18fd71896a0447466b80adef74a691f7d72772e2ab62aa25 +size 3766451744 diff --git a/L3.1-Stygianv2-12B.i1-IQ2_XXS.gguf b/L3.1-Stygianv2-12B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..d08bbba --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77c623396b9bb83faa5dd088b7f41eac11153df96c09305eb185e056dba6adca +size 3443228192 diff --git a/L3.1-Stygianv2-12B.i1-IQ3_M.gguf b/L3.1-Stygianv2-12B.i1-IQ3_M.gguf new file mode 100644 index 0000000..5917e91 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:382b78a4056dc36a6018e59cf8fc3ae103e4be14f1c2d21318652e3deda34261 +size 5538073888 diff --git a/L3.1-Stygianv2-12B.i1-IQ3_S.gguf b/L3.1-Stygianv2-12B.i1-IQ3_S.gguf new file mode 100644 index 0000000..ce870e3 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d588ac6adf878ae9cabfe1983d4654f171402d95874fb6b2e4c5ffdab8b71fe +size 5379869984 diff --git a/L3.1-Stygianv2-12B.i1-IQ3_XS.gguf b/L3.1-Stygianv2-12B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..2ffa679 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65aa6576658d4ce0ce35a3485a1318cd71c953dfd44785c009a9a8604c7e170a +size 5127032096 diff --git a/L3.1-Stygianv2-12B.i1-IQ3_XXS.gguf b/L3.1-Stygianv2-12B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..f90e1e7 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2926423f5565092f717f7318150847a5fe19c9d5a2e07e10342d835c33e273f +size 4782531744 diff --git a/L3.1-Stygianv2-12B.i1-IQ4_NL.gguf b/L3.1-Stygianv2-12B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..4144a84 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5798f7764d0eac59498b47f065b812ba2373886956f5af9cef9bbe903b0ebca +size 6896350624 diff --git a/L3.1-Stygianv2-12B.i1-IQ4_XS.gguf b/L3.1-Stygianv2-12B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..0c1ba10 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d22772fea573a7702f98f2db580210d902358c79e29d14f4f3b9a7e48b9096e +size 6545699744 diff --git a/L3.1-Stygianv2-12B.i1-Q2_K.gguf b/L3.1-Stygianv2-12B.i1-Q2_K.gguf new file mode 100644 index 0000000..31a1574 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8445b8db7bf0a20661d86eac0d671be5297990d0dab10285f00f56a239e8aae1 +size 4623640224 diff --git a/L3.1-Stygianv2-12B.i1-Q2_K_S.gguf b/L3.1-Stygianv2-12B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..fdbd3cc --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b219b332a2486f5b4bb94911523ba7298098c86f1fe202498c32331a8cf04714 +size 4322829984 diff --git a/L3.1-Stygianv2-12B.i1-Q3_K_L.gguf b/L3.1-Stygianv2-12B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..466b419 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fda26845198fdc95d1bdf578830bea892cf53bfba5cb0d489cf653f96786da59 +size 6379293984 diff --git a/L3.1-Stygianv2-12B.i1-Q3_K_M.gguf b/L3.1-Stygianv2-12B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..bfb9c5d --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b4e7a64d31b695f2f3c717932dc45fbf0481cca8ae9103c3c51d78509fdbfb8 +size 5904289056 diff --git a/L3.1-Stygianv2-12B.i1-Q3_K_S.gguf b/L3.1-Stygianv2-12B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..4c80b40 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cad889ff18a48bd8e19bdf9369f10f1d4c9280380fbd18c0b331286614d04d67 +size 5352017184 diff --git a/L3.1-Stygianv2-12B.i1-Q4_0.gguf b/L3.1-Stygianv2-12B.i1-Q4_0.gguf new file mode 100644 index 0000000..0bff529 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1cd4ce9b1381511786d235fd6469cbf83dfc00453493aa01447ea937321face6 +size 6892156320 diff --git a/L3.1-Stygianv2-12B.i1-Q4_1.gguf b/L3.1-Stygianv2-12B.i1-Q4_1.gguf new file mode 100644 index 0000000..7fc5a64 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c99ffe2e4f1b14e60838e814c212937ce0188b248dbc4bd964d0a13fdcdedeb +size 7584545184 diff --git a/L3.1-Stygianv2-12B.i1-Q4_K_M.gguf b/L3.1-Stygianv2-12B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..cf130f4 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa6e1a5a586309ad216680974e899c01aa805c1bf8741d6ab0aca3cde182f7ee +size 7275640224 diff --git a/L3.1-Stygianv2-12B.i1-Q4_K_S.gguf b/L3.1-Stygianv2-12B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..0067ab0 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed0ab3fcd8668962797dee224ed13c2a3a9f74ec2eeca93f39e035f35168d995 +size 6916273568 diff --git a/L3.1-Stygianv2-12B.i1-Q5_K_M.gguf b/L3.1-Stygianv2-12B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..48e6e19 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:923724eab013afc8a7119b17e238c55faf9c1f2cccc9634deaaf699642861365 +size 8507850144 diff --git a/L3.1-Stygianv2-12B.i1-Q5_K_S.gguf b/L3.1-Stygianv2-12B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..c1ab961 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d0825fccfaeb803669cedbca0f6fbc6f576c0d3b25806e29f2169b6dc9389cb +size 8298954144 diff --git a/L3.1-Stygianv2-12B.i1-Q6_K.gguf b/L3.1-Stygianv2-12B.i1-Q6_K.gguf new file mode 100644 index 0000000..0419378 --- /dev/null +++ b/L3.1-Stygianv2-12B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:774b6c316f38492c487eecb6be67a0a076495e262e48feca8293589b814b0d23 +size 9817073184 diff --git a/L3.1-Stygianv2-12B.imatrix.gguf b/L3.1-Stygianv2-12B.imatrix.gguf new file mode 100644 index 0000000..b598c36 --- /dev/null +++ b/L3.1-Stygianv2-12B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3537c2f32aa84d7a815d821397025c9659eb375354a4ab2b963f752de445364a +size 7836224 diff --git a/README.md b/README.md new file mode 100644 index 0000000..72747bf --- /dev/null +++ b/README.md @@ -0,0 +1,87 @@ +--- +base_model: kromcomp/L3.1-Stygianv2-12B +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/kromcomp/L3.1-Stygianv2-12B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#L3.1-Stygianv2-12B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-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/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.9 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-IQ1_M.gguf) | i1-IQ1_M | 3.2 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.5 | | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-IQ2_S.gguf) | i1-IQ2_S | 4.1 | | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-IQ2_M.gguf) | i1-IQ2_M | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 4.4 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-Q2_K.gguf) | i1-Q2_K | 4.7 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 4.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.5 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-IQ3_S.gguf) | i1-IQ3_S | 5.5 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-IQ3_M.gguf) | i1-IQ3_M | 5.6 | | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.0 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 6.5 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 6.6 | | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-Q4_0.gguf) | i1-Q4_0 | 7.0 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 7.0 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.0 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 7.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-Q4_1.gguf) | i1-Q4_1 | 7.7 | | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 8.4 | | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 8.6 | | +| [GGUF](https://huggingface.co/mradermacher/L3.1-Stygianv2-12B-i1-GGUF/resolve/main/L3.1-Stygianv2-12B.i1-Q6_K.gguf) | i1-Q6_K | 9.9 | 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. + +